Multiple Imputation - Articles - Scientific Research Publishing

Determining Sufficient Number of Imputations Using Variance of Imputation Variances: Data from 2012 NAMCS Physician Workflow Mail Survey (Articles)

Qiyuan Pan, Rong Wei, Iris Shimizu, Eric Jamoom

Applied Mathematics Vol.5 No.21, December 11, 2014

DOI: 10.4236/am.2014.521319 4,003 Downloads 5,612 Views Citations
Prevalence of Common Mental Disorders among Incident Individuals on Long-Term Sickness Absence When Compensating for Non-Participation (Articles)

Hans Joergen Soegaard, Pernille Pedersen

Psychology Vol.3 No.9A, September 26, 2012

DOI: 10.4236/psych.2012.329124 3,659 Downloads 6,304 Views Citations
This article belongs to the Special Issue on Depression
Identification of Genetic Variants Underlying Anxiety and Multiple Sclerosis in Heterogeneous Stock Rats (Articles)

Amelie Baud, Jonathan Flint, Alberto Fernandez-Teruel, The Rat Genome Sequencing Mapping Consortium

World Journal of Neuroscience Vol.4 No.3, June 10, 2014

DOI: 10.4236/wjns.2014.43025 3,021 Downloads 4,321 Views Citations
Comparison of Four Methods for Handing Missing Data in Longitudinal Data Analysis through a Simulation Study (Articles)

Xiaoping Zhu

Open Journal of Statistics Vol.4 No.11, December 31, 2014

DOI: 10.4236/ojs.2014.411088 10,823 Downloads 18,978 Views Citations
Multiple Imputation of Missing Data: A Simulation Study on a Binary Response (Articles)

Jochen Hardt, Max Herke, Tamara Brian, Wilfried Laubach

Open Journal of Statistics Vol.3 No.5, October 9, 2013

DOI: 10.4236/ojs.2013.35043 8,852 Downloads 14,810 Views Citations
A New Integrated Fuzzifier Evaluation and Selection (NIFEs) Algorithm for Fuzzy Clustering (Articles)

Chanpaul Jin Wang, Hua Fang, Sun Kim, Ann Moormann, Honggang Wang

Journal of Applied Mathematics and Physics Vol.3 No.7, June 30, 2015

DOI: 10.4236/jamp.2015.37098 3,375 Downloads 4,635 Views Citations
Fraction of Missing Information (γ) at Different Missing Data Fractions in the 2012 NAMCS Physician Workflow Mail Survey (Articles)

Qiyuan Pan, Rong Wei

Applied Mathematics Vol.7 No.10, June 15, 2016

DOI: 10.4236/am.2016.710093 2,555 Downloads 4,115 Views Citations
A Comparative Analysis of Generalized Estimating Equations Methods for Incomplete Longitudinal Ordinal Data with Ignorable Dropouts (Articles)

Kago Edwin Ditlhong, Oscar Owino Ngesa, Abdalla Yusuf Kombo

Open Journal of Statistics Vol.8 No.5, September 18, 2018

DOI: 10.4236/ojs.2018.85051 1,598 Downloads 7,381 Views Citations
This article belongs to the Special Issue on Applied Statistics
Evaluating Utility of Machine Learning-Based Imputation Methods to Account for Attrition in Multi-Stage Epilepsy Prevalence Surveys (Articles)

Daniel M. Mwanga, Isaac C. Kipchirchir, George O. Muhua, Charles R. Newton, Damazo T. Kadengye

Open Journal of Statistics Vol.15 No.3, June 30, 2025

DOI: 10.4236/ojs.2025.153018 132 Downloads 739 Views Citations
Study on the Decriminalization of the Abetment or Assistance in Suicidal Behavior
—Based on the Objective Imputation Theory (Articles)

Zongsheng Xu, Xue Jiang

Beijing Law Review Vol.7 No.4, October 20, 2016

DOI: 10.4236/blr.2016.74026 1,721 Downloads 3,114 Views Citations
Accurate Imputation for Relative Humidity over Pakistan Gathered from AQUA Satellite (Articles)

Usman Saleem, Mian Sohail Akram, Muhammad Fahad Ullah, Faisal Rehman

Open Journal of Geology Vol.8 No.10, September 26, 2018

DOI: 10.4236/ojg.2018.810059 834 Downloads 1,952 Views Citations
Copy Mean: A New Method to Impute Intermittent Missing Values in Longitudinal Studies (Articles)

Christophe Genolini, René Écochard, Hélène Jacqmin-Gadda

Open Journal of Statistics Vol.3 No.4A, August 23, 2013

DOI: 10.4236/ojs.2013.34A004 6,726 Downloads 11,165 Views Citations
This article belongs to the Special Issue on Medical Studies in Statistics
Comparative Study of Four Methods in Missing Value Imputations under Missing Completely at Random Mechanism (Articles)

Michikazu Nakai, Ding-Geng Chen, Kunihiro Nishimura, Yoshihiro Miyamoto

Open Journal of Statistics Vol.4 No.1, January 27, 2014

DOI: 10.4236/ojs.2014.41004 6,022 Downloads 10,458 Views Citations
Longitudinal Survey, Nonmonotone, Nonresponse, Imputation, Nonparametric Regression (Articles)

Sarah Pyeye, Charles K. Syengo, Leo Odongo, George O. Orwa, Romanus O. Odhiambo

Open Journal of Statistics Vol.6 No.6, December 27, 2016

DOI: 10.4236/ojs.2016.66092 1,703 Downloads 2,986 Views Citations
Revealing GE Interactions from Trial Data without Replications (Articles)

Jixiang Wu, Johnie Jenkins, Jack C. McCarty

Open Journal of Statistics Vol.9 No.3, June 30, 2019

DOI: 10.4236/ojs.2019.93027 714 Downloads 1,572 Views Citations
Study on the Missing Data Mechanisms and Imputation Methods (Articles)

Abdullah Z. Alruhaymi, Charles J. Kim

Open Journal of Statistics Vol.11 No.4, August 11, 2021

DOI: 10.4236/ojs.2021.114030 1,272 Downloads 7,330 Views Citations
Missing Values Imputation Based on Iterative Learning (Articles)

Huaxiong Li

International Journal of Intelligence Science Vol.3 No.1A, March 29, 2013

DOI: 10.4236/ijis.2013.31A006 4,831 Downloads 8,289 Views Citations
This article belongs to the Special Issue on Knowledge Discovery
Evaluating Methods for Dealing with Missing Outcomes in Discrete-Time Event History Analysis: A Simulation Study (Articles)

Shahab Jolani, Nils L. M. van de Ven, Maryam Safarkhani, Mirjam Moerbeek

Open Journal of Statistics Vol.11 No.1, January 14, 2021

DOI: 10.4236/ojs.2021.111003 932 Downloads 3,218 Views Citations
Superiority of Bayesian Imputation to Mice in Logit Panel Data Models (Articles)

Peter Otieno Opeyo, Weihu Cheng, Zhao Xu

Open Journal of Statistics Vol.13 No.3, June 16, 2023

DOI: 10.4236/ojs.2023.133017 280 Downloads 1,155 Views Citations
Missing Data Imputation: A Comprehensive Review (Articles)

Majed Alwateer, El-Sayed Atlam, Mahmoud Mohammed Abd El-Raouf, Osama A. Ghoneim, Ibrahim Gad

Journal of Computer and Communications Vol.12 No.11, November 11, 2024

DOI: 10.4236/jcc.2024.1211004 1,039 Downloads 9,941 Views Citations

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