<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">JMF</journal-id><journal-title-group><journal-title>Journal of Mathematical Finance</journal-title></journal-title-group><issn pub-type="epub">2162-2434</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/jmf.2015.51005</article-id><article-id pub-id-type="publisher-id">JMF-54072</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Business&amp;Economics</subject><subject> Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  A Regime Switching Model for the Term Structure of Credit Risk Spreads
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>eungmook</surname><given-names>Choi</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Michael</surname><given-names>D. Marcozzi</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Department of Finance, University of Nevada Las Vegas, Las Vegas, NV, USA</addr-line></aff><aff id="aff2"><addr-line>Department of Mathematical Sciences, University of Nevada Las Vegas, Las Vegas, NV, USA</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>seungmook.choi@unlv.edu(EC)</email>;<email>marcozzi@unlv.nevada.edu(MDM)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>20</day><month>01</month><year>2015</year></pub-date><volume>05</volume><issue>01</issue><fpage>49</fpage><lpage>57</lpage><history><date date-type="received"><day>22</day>	<month>January</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>10</month>	<year>February</year>	</date><date date-type="accepted"><day>13</day>	<month>February</month>	<year>2015</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  We consider a rating-based model for the term structure of credit risk spreads wherein the credit-worthiness of the issuer is represented as a finite-state continuous time Markov process. This approach entails a progressive drift in credit quality towards default. A model of the economy is presented featuring stochastic transition probabilities; credit instruments are valued via an ultra parabolic Hamilton-Jacobi system of equations discretized utilizing the method-of-lines finite difference method. Computations for a callable bond are presented demonstrating the efficiency of the method.
 
</p></abstract><kwd-group><kwd>Optimal Stopping</kwd><kwd> Failure Rate</kwd><kwd> Regime Switching</kwd><kwd> Credit Risk Spreads</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>When pricing of credit instruments subject to default risk, market participants typically assume that default is unpredictable, using dynamics derived from rating information in order to take advantage of credit events (cf. [<xref ref-type="bibr" rid="scirp.54072-ref1">1</xref>] ). Generally, they fall into a loose hierarchy known as reduced-form models. The most ubiquitous approach involving hazard rate models wherein default risk via unexpected events is modeled by a jump process. In this framework, credit-risky securities are priced as discounted expectation under the risk neutral probability mea- sure with modified discount rate (cf. [<xref ref-type="bibr" rid="scirp.54072-ref2">2</xref>] , [<xref ref-type="bibr" rid="scirp.54072-ref3">3</xref>] ). Although conceptually simple and easy to implement, these models are limited by the appropriate calibration of the hazard rate process. More generally, spread modeling represents spreads directly and eliminates the need to make assumptions on recovery (cf. [<xref ref-type="bibr" rid="scirp.54072-ref4">4</xref>] , [<xref ref-type="bibr" rid="scirp.54072-ref5">5</xref>] ). Finally, rating based models consider the creditworthiness of the issuer to be a key state variable used to calibrate the risk-neutral hazard rate (cf. [<xref ref-type="bibr" rid="scirp.54072-ref6">6</xref>] - [<xref ref-type="bibr" rid="scirp.54072-ref8">8</xref>] ). A progressive drift in credit quality toward default (an absorbing state) is now allowed as opposed to a single jump to bankruptcy, as in many hazard rate models. Rating based models are particularly useful for the pricing of securities whose payoffs depend on the rating of the issuer.</p><p>In this paper, we consider a rating based regime switching model for the term-structure of credit risk spreads in continuous time (cf. [<xref ref-type="bibr" rid="scirp.54072-ref9">9</xref>] , [<xref ref-type="bibr" rid="scirp.54072-ref10">10</xref>] ). A unique feature of our model is the inclusion of stochastic transition pro- babilities. Credit instruments are then characterized as the solution to a ultraparabolic Hamilton-Jacobi system of equations for which we develop a methods-of-lines finite difference method. Computations are presented for a rating based callable bond which validates the applicability and efficiency of the method.</p></sec><sec id="s2"><title>2. Model of the Economy</title><p>In this section, we introduce the dynamics of the risk-less and risky term structures of interest rates as well as the bankruptcy process. To this end, we assume the existence of a unique equivalent martingale measure such that all risk-less and risky zero-coupon bond prices are martingales after normalization by the money market account (cf. [<xref ref-type="bibr" rid="scirp.54072-ref11">11</xref>] , [<xref ref-type="bibr" rid="scirp.54072-ref12">12</xref>] ). Without loss of generality, we suppose a single risky zero-coupon bond price and continuous trading over a finite time interval<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x5.png" xlink:type="simple"/></inline-formula>. We let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x6.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x7.png" xlink:type="simple"/></inline-formula> denote a continuous time Markov process on the regime (or &#233;tats) space <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x8.png" xlink:type="simple"/></inline-formula> with associated transition probabilities</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x9.png" xlink:type="simple"/></inline-formula>, for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x10.png" xlink:type="simple"/></inline-formula>; it follows that</p><disp-formula id="scirp.54072-formula150"><label>(2.1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x11.png"  xlink:type="simple"/></disp-formula><p>for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x12.png" xlink:type="simple"/></inline-formula>. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x13.png" xlink:type="simple"/></inline-formula> represent the <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x14.png" xlink:type="simple"/></inline-formula>-state transition distribution.</p><p>We define the transition probabilities as follows. The <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x15.png" xlink:type="simple"/></inline-formula>-state we associate with default, in which case <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x16.png" xlink:type="simple"/></inline-formula>. For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x17.png" xlink:type="simple"/></inline-formula>, we define the <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x18.png" xlink:type="simple"/></inline-formula>-state transition dynamics consistent with the non- negativity constraint in (2.1) such that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x19.png" xlink:type="simple"/></inline-formula></p><disp-formula id="scirp.54072-formula151"><label>(2.2a)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x20.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula152"><label>(2.2b)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x21.png"  xlink:type="simple"/></disp-formula><p>for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x22.png" xlink:type="simple"/></inline-formula>, where</p><disp-formula id="scirp.54072-formula153"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x23.png"  xlink:type="simple"/></disp-formula><p>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x24.png" xlink:type="simple"/></inline-formula> is the mean transition level satisfying<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x25.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x24.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x25.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x26.png" xlink:type="simple"/></inline-formula>is the rate of reversion to the mean,</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x27.png" xlink:type="simple"/></inline-formula>and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x28.png" xlink:type="simple"/></inline-formula> is a Wiener process. From (2.1), it follows that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x28.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x29.png" xlink:type="simple"/></inline-formula> and so</p><disp-formula id="scirp.54072-formula154"><label>(2.2c)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x30.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula155"><label>(2.2d)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x31.png"  xlink:type="simple"/></disp-formula><p>We relate the transition matrix <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x32.png" xlink:type="simple"/></inline-formula> to the regime dynamics via the infinitesimal generator<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x32.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x33.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.54072-formula156"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x34.png"  xlink:type="simple"/></disp-formula><p>such that</p><disp-formula id="scirp.54072-formula157"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x35.png"  xlink:type="simple"/></disp-formula><p>for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x36.png" xlink:type="simple"/></inline-formula>, and</p><disp-formula id="scirp.54072-formula158"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x37.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x38.png" xlink:type="simple"/></inline-formula> is the vector of probabilities<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x39.png" xlink:type="simple"/></inline-formula>. Without loss of generality, we associate <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x40.png" xlink:type="simple"/></inline-formula> with the vector<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x41.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x42.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x43.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x44.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x38.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x39.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x40.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x44.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x45.png" xlink:type="simple"/></inline-formula>, subject to the dynamics</p><disp-formula id="scirp.54072-formula159"><label>(2.3a)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x46.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula160"><label>(2.3b)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x47.png"  xlink:type="simple"/></disp-formula><p>for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x48.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x48.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x49.png" xlink:type="simple"/></inline-formula> is a martingale with respect to the filtration generated by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x48.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x49.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x50.png" xlink:type="simple"/></inline-formula> and</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x51.png" xlink:type="simple"/></inline-formula>( [<xref ref-type="bibr" rid="scirp.54072-ref13">13</xref>] , Chap 4.8; [<xref ref-type="bibr" rid="scirp.54072-ref14">14</xref>] , Part III, App. B; [<xref ref-type="bibr" rid="scirp.54072-ref15">15</xref>] , Chap 8). In particular, the state of the system</p><p>is known at inception such that<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x52.png" xlink:type="simple"/></inline-formula>, for some<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x52.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x53.png" xlink:type="simple"/></inline-formula>.</p><p>We suppose that the risky interest rate R follows a state specific Cox-Ingersall-Ross dynamic given by</p><disp-formula id="scirp.54072-formula161"><label>(2.4a)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x54.png"  xlink:type="simple"/></disp-formula><p>for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x55.png" xlink:type="simple"/></inline-formula>, with mean reversion level <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x55.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x56.png" xlink:type="simple"/></inline-formula> and rate of reversion to the mean<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x55.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x56.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x57.png" xlink:type="simple"/></inline-formula>, such that</p><disp-formula id="scirp.54072-formula162"><label>(2.4b)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x58.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x59.png" xlink:type="simple"/></inline-formula> is a Wiener process. In default<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x59.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x60.png" xlink:type="simple"/></inline-formula>, otherwise <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x59.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x61.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x59.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x62.png" xlink:type="simple"/></inline-formula>. The risky bond price <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x59.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x62.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x63.png" xlink:type="simple"/></inline-formula> associated with a maturity <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x59.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x61.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x62.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x63.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x64.png" xlink:type="simple"/></inline-formula> satisfies</p><disp-formula id="scirp.54072-formula163"><label>(2.5a)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x65.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula164"><label>(2.5b)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x66.png"  xlink:type="simple"/></disp-formula><p>We consider the risk-less interest rate <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x67.png" xlink:type="simple"/></inline-formula> to satisfy</p><disp-formula id="scirp.54072-formula165"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x68.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula166"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x69.png"  xlink:type="simple"/></disp-formula><p>where in default <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x70.png" xlink:type="simple"/></inline-formula> for convenience, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x71.png" xlink:type="simple"/></inline-formula> otherwise.</p><p>For a given contract<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x72.png" xlink:type="simple"/></inline-formula>, we define the value function associated with the joint Markov ultradiffusion process (2.2)-(2.5) such that</p><disp-formula id="scirp.54072-formula167"><label>(2.6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x73.png"  xlink:type="simple"/></disp-formula><p>for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x74.png" xlink:type="simple"/></inline-formula>, where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x75.png" xlink:type="simple"/></inline-formula>.</p><p>In particular, for a non-coupon paying bond <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x76.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x77.png" xlink:type="simple"/></inline-formula> otherwise, where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x78.png" xlink:type="simple"/></inline-formula> is the de- fault recovery rate, whereas for a callable bond <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x79.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x80.png" xlink:type="simple"/></inline-formula> other- wise, for some rating based exercise price<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x80.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x81.png" xlink:type="simple"/></inline-formula>. Generalization of (2.6) and the subsequent analysis to include early exercise features follows routinely and will not be considered here.</p></sec><sec id="s3"><title>3. Characterization</title><p>Letting <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x82.png" xlink:type="simple"/></inline-formula> and</p><disp-formula id="scirp.54072-formula168"><label>(3.1a)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x83.png"  xlink:type="simple"/></disp-formula><p>we recover (2.6) succinctly as</p><disp-formula id="scirp.54072-formula169"><label>(3.1b)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x84.png"  xlink:type="simple"/></disp-formula><p>for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x85.png" xlink:type="simple"/></inline-formula>. By It&#244;’s rule, the value function (2.6) is characterized via (3.1) as the solution to the ultraparabolic Hamilton-Jacobi system of equations</p><disp-formula id="scirp.54072-formula170"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x86.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula171"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x87.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula172"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x88.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula173"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x89.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula174"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x90.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula175"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x91.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula176"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x92.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.54072-formula177"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x93.png"  xlink:type="simple"/></disp-formula><p>Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x94.png" xlink:type="simple"/></inline-formula> denote the temporal variable and</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x95.png" xlink:type="simple"/></inline-formula>the spatial, we define</p><disp-formula id="scirp.54072-formula178"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x96.png"  xlink:type="simple"/></disp-formula><p>and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x97.png" xlink:type="simple"/></inline-formula>, such that the above can be written</p><disp-formula id="scirp.54072-formula179"><label>(3.2a)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x98.png"  xlink:type="simple"/></disp-formula><p>for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x99.png" xlink:type="simple"/></inline-formula>, subject to the terminal constraint</p><disp-formula id="scirp.54072-formula180"><label>(3.2b)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x100.png"  xlink:type="simple"/></disp-formula><p>for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x101.png" xlink:type="simple"/></inline-formula>, where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x102.png" xlink:type="simple"/></inline-formula></p></sec><sec id="s4"><title>4. Approximation Solvability</title><p>Towards obtaining a constructive approximation of (3.2), we consider an exhaustive sequence of bounded open domains <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x103.png" xlink:type="simple"/></inline-formula> such that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x104.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x105.png" xlink:type="simple"/></inline-formula> as well as a sequence of monotonically increasing real numbers<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x106.png" xlink:type="simple"/></inline-formula>, as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x107.png" xlink:type="simple"/></inline-formula>. Let <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x107.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x108.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x107.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x108.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x109.png" xlink:type="simple"/></inline-formula>, we seek <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x103.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x104.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x105.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x107.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x108.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x109.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x110.png" xlink:type="simple"/></inline-formula> satisfying</p><disp-formula id="scirp.54072-formula181"><label>(4.1a)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x111.png"  xlink:type="simple"/></disp-formula><p>for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x112.png" xlink:type="simple"/></inline-formula>, subject to the boundary condition</p><disp-formula id="scirp.54072-formula182"><label>(4.1b)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x113.png"  xlink:type="simple"/></disp-formula><p>for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x114.png" xlink:type="simple"/></inline-formula>, and terminal constraint</p><disp-formula id="scirp.54072-formula183"><label>(4.1c)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x115.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x116.png" xlink:type="simple"/></inline-formula>. As (3.2) is an infinite horizon problem in<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x117.png" xlink:type="simple"/></inline-formula>, we remark to the necessity of intro- ducing the artificial terminal condition <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x117.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x118.png" xlink:type="simple"/></inline-formula> along the frontier <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x117.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x119.png" xlink:type="simple"/></inline-formula> (cf. [<xref ref-type="bibr" rid="scirp.54072-ref16">16</xref>] ). In particular, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x117.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x120.png" xlink:type="simple"/></inline-formula>as<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x117.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x121.png" xlink:type="simple"/></inline-formula>, on any compact subset of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x117.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x121.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x122.png" xlink:type="simple"/></inline-formula>, for any fixed<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x116.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x117.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x118.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x119.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x120.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x121.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x122.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x123.png" xlink:type="simple"/></inline-formula>.</p><p>We next place (4.1) into standard form by setting<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x124.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x124.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x125.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x124.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x125.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x126.png" xlink:type="simple"/></inline-formula>, in which case<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x124.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x125.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x126.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x127.png" xlink:type="simple"/></inline-formula>. Letting</p><disp-formula id="scirp.54072-formula184"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x128.png"  xlink:type="simple"/></disp-formula><p>Equation (4.1) becomes</p><disp-formula id="scirp.54072-formula185"><label>(4.2a)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x129.png"  xlink:type="simple"/></disp-formula><p>for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x130.png" xlink:type="simple"/></inline-formula>, subject to the boundary condition</p><disp-formula id="scirp.54072-formula186"><label>(4.2b)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x131.png"  xlink:type="simple"/></disp-formula><p>for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x132.png" xlink:type="simple"/></inline-formula>, and initial condition</p><disp-formula id="scirp.54072-formula187"><label>(4.2c)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x133.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x134.png" xlink:type="simple"/></inline-formula>, where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x134.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x135.png" xlink:type="simple"/></inline-formula>.</p><p>We consider the discretization of (4.2) by the backward Euler method temporally and central differencing in</p><p>space. To this end, we introduce the temporal step sizes <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x136.png" xlink:type="simple"/></inline-formula> and mesh sizes<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x136.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x137.png" xlink:type="simple"/></inline-formula>, such</p><p>that <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x138.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x139.png" xlink:type="simple"/></inline-formula>. Spatially, we utilize the step sizes <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x138.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x139.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x140.png" xlink:type="simple"/></inline-formula> and mesh sizes</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x141.png" xlink:type="simple"/></inline-formula>; we denote the value of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x141.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x142.png" xlink:type="simple"/></inline-formula> on the grid by</p><disp-formula id="scirp.54072-formula188"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x143.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x144.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x144.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x145.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x144.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x145.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x146.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x144.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x145.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x146.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x147.png" xlink:type="simple"/></inline-formula>, and so forth. Notationally, we let</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x148.png" xlink:type="simple"/></inline-formula>, where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x149.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x150.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x148.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x149.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x150.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x151.png" xlink:type="simple"/></inline-formula>, and</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x152.png" xlink:type="simple"/></inline-formula>. For</p><disp-formula id="scirp.54072-formula189"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x153.png"  xlink:type="simple"/></disp-formula><p>the difference quotients are then backward first order in time:</p><disp-formula id="scirp.54072-formula190"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x154.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula191"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x155.png"  xlink:type="simple"/></disp-formula><p>and central second-order in space:</p><disp-formula id="scirp.54072-formula192"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x156.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula193"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x157.png"  xlink:type="simple"/></disp-formula><p>and so forth, and</p><disp-formula id="scirp.54072-formula194"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x158.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula195"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x159.png"  xlink:type="simple"/></disp-formula><p>and so forth.</p><p>Given the above, we define the method-of-lines finite difference discretization of (4.2) such that</p><disp-formula id="scirp.54072-formula196"><label>(4.3a)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x160.png"  xlink:type="simple"/></disp-formula><p>for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x161.png" xlink:type="simple"/></inline-formula>, subject to the boundary condition</p><disp-formula id="scirp.54072-formula197"><label>(4.3b)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x162.png"  xlink:type="simple"/></disp-formula><p>for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x163.png" xlink:type="simple"/></inline-formula>, and initial condition</p><disp-formula id="scirp.54072-formula198"><label>(4.3c)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x164.png"  xlink:type="simple"/></disp-formula><p>where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x165.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x165.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x166.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.54072-formula199"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x167.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula200"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x168.png"  xlink:type="simple"/></disp-formula><p>and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x169.png" xlink:type="simple"/></inline-formula>. We solve (4.3) utilizing the pseudo-code (cf. [<xref ref-type="bibr" rid="scirp.54072-ref16">16</xref>] , [<xref ref-type="bibr" rid="scirp.54072-ref17">17</xref>] ):</p><p>do <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x170.png" xlink:type="simple"/></inline-formula></p><p>do <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x171.png" xlink:type="simple"/></inline-formula></p><p>solve for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x172.png" xlink:type="simple"/></inline-formula> via (4.3).</p></sec><sec id="s5"><title>5. Numerical Experiment</title><p>In this section, we present a representative computation for the valuation of a callable bond relative to three credit ratings:</p><disp-formula id="scirp.54072-formula201"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x173.png"  xlink:type="simple"/></disp-formula><p>and rating’s dependent pay-off contract</p><disp-formula id="scirp.54072-formula202"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x174.png"  xlink:type="simple"/></disp-formula><p>with expiry<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x175.png" xlink:type="simple"/></inline-formula>. We suppose a solvent risk-free rate of return of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x175.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x176.png" xlink:type="simple"/></inline-formula>. For simplicity, we will con- sider the following transition matrix</p><disp-formula id="scirp.54072-formula203"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x177.png"  xlink:type="simple"/></disp-formula><p>in which only the default probability <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x178.png" xlink:type="simple"/></inline-formula> is stochastic.</p><p>For<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x179.png" xlink:type="simple"/></inline-formula>, we have the economy;</p><disp-formula id="scirp.54072-formula204"><label>(5.1a)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x180.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula205"><label>(5.1b)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x181.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula206"><label>(5.1c)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x182.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.54072-formula207"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x183.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.54072-formula208"><graphic  xlink:href="http://html.scirp.org/file/5-1490309x184.png"  xlink:type="simple"/></disp-formula><p>Letting <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x185.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x185.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x186.png" xlink:type="simple"/></inline-formula>, the ultraparabolic Hamilton-Jacobi system of Equations (4.1) for the value function <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x185.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x186.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x187.png" xlink:type="simple"/></inline-formula> associated with the ultradiffusion (5.1) is then</p><disp-formula id="scirp.54072-formula209"><label>(5.2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x188.png"  xlink:type="simple"/></disp-formula><p>for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x189.png" xlink:type="simple"/></inline-formula>,</p><disp-formula id="scirp.54072-formula210"><label>(5.3a)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x190.png"  xlink:type="simple"/></disp-formula><p>for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x191.png" xlink:type="simple"/></inline-formula>, such that</p><disp-formula id="scirp.54072-formula211"><label>(5.3b)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x192.png"  xlink:type="simple"/></disp-formula><p>for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x193.png" xlink:type="simple"/></inline-formula> and</p><disp-formula id="scirp.54072-formula212"><label>(5.3c)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x194.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula213"><label>(5.3d)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x195.png"  xlink:type="simple"/></disp-formula><p>and</p><disp-formula id="scirp.54072-formula214"><label>(5.4a)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x196.png"  xlink:type="simple"/></disp-formula><p>for all<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x197.png" xlink:type="simple"/></inline-formula>, such that</p><fig id="fig1"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref></label><caption><title> v<sub>1</sub> (0, b, 0.05, p<sub>def</sub>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1490309x198.png"/></fig><fig id="fig2"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref></label><caption><title> v<sub>2</sub> (0, b, 0.05, p<sub>def</sub>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/5-1490309x199.png"/></fig><disp-formula id="scirp.54072-formula215"><label>(5.4b)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x200.png"  xlink:type="simple"/></disp-formula><p>for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x201.png" xlink:type="simple"/></inline-formula> and</p><disp-formula id="scirp.54072-formula216"><label>(5.4c)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x202.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.54072-formula217"><label>(5.4d)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/5-1490309x203.png"  xlink:type="simple"/></disp-formula><p><xref ref-type="fig" rid="fig1">Figure 1</xref> and <xref ref-type="fig" rid="fig2">Figure 2</xref> show the value function components <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x204.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x204.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x205.png" xlink:type="simple"/></inline-formula>, respectively, for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x204.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x206.png" xlink:type="simple"/></inline-formula>. Relative to the discretization of (5.2)-(5.4), we utilized<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x204.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x207.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x204.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x208.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x204.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x209.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x204.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x209.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x210.png" xlink:type="simple"/></inline-formula>. In particular, we note the effect of the rating based exercise prices on <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x204.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x209.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x210.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x211.png" xlink:type="simple"/></inline-formula> and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x204.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x209.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x210.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x211.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x212.png" xlink:type="simple"/></inline-formula> and the de- creasing value of <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x204.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x209.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x210.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x211.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x212.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x213.png" xlink:type="simple"/></inline-formula> with increasing<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x204.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x205.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x206.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x207.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x208.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x209.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x210.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x211.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x212.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x213.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/5-1490309x214.png" xlink:type="simple"/></inline-formula>, as expected.</p></sec><sec id="s6"><title>Cite this paper</title><p>SeungmookChoi,Michael D.Marcozzi, (2015) A Regime Switching Model for the Term Structure of Credit Risk Spreads. Journal of Mathematical Finance,05,49-57. doi: 10.4236/jmf.2015.51005</p></sec></body><back><ref-list><title>References</title><ref id="scirp.54072-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Bielicki, T. and Rutkowski, M. (2002) Credit Risk: Modeling, Valuation and Hedging. Springer-Verlag, Berlin.</mixed-citation></ref><ref id="scirp.54072-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Lando, D. (1998) On Cox Processes and Credit Risky Securities. Review of Derivative Research, 2, 99-120. 
http://dx.doi.org/10.1007/BF01531332</mixed-citation></ref><ref id="scirp.54072-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">Duffie, D. and Singleton, K. (1999) Modeling Term Structures of Defaultable Bonds. Review of Financial Studies, 12, 687-720. http://dx.doi.org/10.1007/BF01531332</mixed-citation></ref><ref id="scirp.54072-ref4"><label>4</label><mixed-citation publication-type="other" xlink:type="simple">Longstaff, F. and Schwartz, E. (1995) Valuing Credit Derivatives. The Journal of Fixed Income, 5, 6-12. 
http://dx.doi.org/10.3905/jfi.1995.408138</mixed-citation></ref><ref id="scirp.54072-ref5"><label>5</label><mixed-citation publication-type="other" xlink:type="simple">Jobst, N. and Zenios, S.A. (2005) On the Simulation of Interest Rate and Credit Risk Sensitive Securities. European Journal of Operational Research, 161, 298-324. http://dx.doi.org/10.1016/j.ejor.2003.08.044</mixed-citation></ref><ref id="scirp.54072-ref6"><label>6</label><mixed-citation publication-type="other" xlink:type="simple">Jarrow, R., Lando, D. and Turnbull, S. (1997) A Markov Model for the Term Structure of Credit Risk Spreads. Review of Financial Studies, 10, 481-523. http://dx.doi.org/10.1093/rfs/10.2.481</mixed-citation></ref><ref id="scirp.54072-ref7"><label>7</label><mixed-citation publication-type="other" xlink:type="simple">Das, S. and Tufano, P. (1996) Pricing Credit Sensitive Debt When Interest Rates, Credit Ratings and Credit Spreads Are Stochastic. Journal of Financial Engineering, 5, 161-198.</mixed-citation></ref><ref id="scirp.54072-ref8"><label>8</label><mixed-citation publication-type="other" xlink:type="simple">Arvantis, A., Gregory, J. and Laurent, J.-P. (1999) Building Models for Credit Spreads. The Journal of Derivatives, 6, 27-43.</mixed-citation></ref><ref id="scirp.54072-ref9"><label>9</label><mixed-citation publication-type="other" xlink:type="simple">Elliott, R.J. and Mamon R.S. (2002) An Interest Rate Model with a Markovian Mean Reverting Level. Quantitative Finance, 2, 454-458. http://dx.doi.org/10.1080/14697688.2002.0000012</mixed-citation></ref><ref id="scirp.54072-ref10"><label>10</label><mixed-citation publication-type="other" xlink:type="simple">Wu, S. and Zeng, Y. (2005) A General Equilibrium Model of the Term Structure of Interest Rates under Regime-Switching Risk. International Journal of Theoretical and Applied Finance, 8, 1-31.</mixed-citation></ref><ref id="scirp.54072-ref11"><label>11</label><mixed-citation publication-type="other" xlink:type="simple">Harrison, J.M. and Pliska, S. (1981) Martingales and Stochastic Integrals in the Theory of Continuous Trading. Stochastic Processes and Their Applications, 11, 215-260. http://dx.doi.org/10.1016/0304-4149(81)90026-0</mixed-citation></ref><ref id="scirp.54072-ref12"><label>12</label><mixed-citation publication-type="other" xlink:type="simple">Jarrow, R. and Turnbull, S. (1995) Pricing Derivatives on Financial Securities Subject to Credit Risk. Journal of Finance, 50, 53-85. http://dx.doi.org/10.1111/j.1540-6261.1995.tb05167.x</mixed-citation></ref><ref id="scirp.54072-ref13"><label>13</label><mixed-citation publication-type="other" xlink:type="simple">Karlin, S. and Taylor, H. (1975) A First Course in Stochastic Processes. Academic Press, New York.</mixed-citation></ref><ref id="scirp.54072-ref14"><label>14</label><mixed-citation publication-type="other" xlink:type="simple">Elliott, R.J., Aggoun, L. and Moore, J.B. (1994) Hidden Markov Models: Estimation and Control. Springer-Verlag, New York.</mixed-citation></ref><ref id="scirp.54072-ref15"><label>15</label><mixed-citation publication-type="other" xlink:type="simple">Br&amp;eacute;maud, P. (1998) Markov Chains: Gibbs Fields, Monte Carlo Simulation, and Queues. Springer-Verlag, New York.</mixed-citation></ref><ref id="scirp.54072-ref16"><label>16</label><mixed-citation publication-type="other" xlink:type="simple">Marcozzi, M.D. (2001) On the Approximation of Optimal Stopping Problems with Application to Financial Mathematics. SIAM Journal on Scientific Computing, 22, 1865-1884. http://dx.doi.org/10.1137/S1064827599364647</mixed-citation></ref><ref id="scirp.54072-ref17"><label>17</label><mixed-citation publication-type="other" xlink:type="simple">Marcozzi, M.D. (2015) Optimal Control of Ultradiffusion Processes with Application to Mathematical Finance. International Journal of Computer Mathematics, 92, 296-318. http://dx.doi.org/10.1080/00207160.2014.890714</mixed-citation></ref></ref-list></back></article>