Bayesian Additive Regression Trees BARTs - Articles

The Mean Treatment Effect Was Estimated Using a Machine-Learning Model: Evidence from the ECLS-K Dataset (Articles)

Shenshuo Zhang

Journal of Data Analysis and Information Processing Vol.13 No.3, August 28, 2025

DOI: 10.4236/jdaip.2025.133023 65 Downloads 419 Views Citations
Services on Academic Achievement: A Robust Estimation Using Bayesian Additive Regression Trees (Articles)

Yuntian Zuo

Open Journal of Statistics Vol.15 No.6, November 27, 2025

DOI: 10.4236/ojs.2025.156024 69 Downloads 424 Views Citations
Measuring Causal Effect with ARDL-BART: A Macroeconomic Application (Articles)

Pegah Mahdavi, Mohammad Ali Ehsani, Daniel Felix Ahelegbey, Mehrnaz Mohammadpour

Applied Mathematics Vol.15 No.4, April 30, 2024

DOI: 10.4236/am.2024.154018 219 Downloads 945 Views Citations
A Bayesian Regression Model and Applications (Articles)

Yijun Yu

Journal of Applied Mathematics and Physics Vol.8 No.9, September 22, 2020

DOI: 10.4236/jamp.2020.89141 839 Downloads 2,480 Views Citations
Random Coefficient Modelling of the Global Effect of Exchange and Monetary Policy Rates on Inflation
—A Frequentist and Bayesian Generalized Additive Mixed Model Approach (Articles)

Chioma Okoronkwo, Geoffery Uzodinma Ugwuanyim, Hycinth Chukwudi Iwu, Harrison Obiora Amuji

Open Journal of Statistics Vol.15 No.5, September 30, 2025

DOI: 10.4236/ojs.2025.155022 97 Downloads 522 Views Citations
Sequential Variable Selection as Bayesian Pragmatism in Linear Factor Models (Articles)

John Knight, Stephen Satchell, Jessica Qi Zhang

Journal of Mathematical Finance Vol.3 No.1A, March 29, 2013

DOI: 10.4236/jmf.2013.31A022 4,756 Downloads 7,607 Views Citations
This article belongs to the Special Issue on Forecasting and Portfolio Construction
Monte Carlo Experiments and a Few Observations on Bayesian Quantile Regression (Articles)

Justin L. Tobias

Theoretical Economics Letters Vol.14 No.1, February 29, 2024

DOI: 10.4236/tel.2024.141015 210 Downloads 823 Views Citations
Forecasting the Demand of Short-Term Electric Power Load with Large-Scale LP-SVR (Articles)

Pablo Rivas-Perea, Juan Cota-Ruiz, David Garcia Chaparro, Abel Quezada Carreón, Francisco J. Enríquez Aguilera, Jose-Gerardo Rosiles

Smart Grid and Renewable Energy Vol.4 No.6, September 6, 2013

DOI: 10.4236/sgre.2013.46051 4,740 Downloads 7,062 Views Citations
Iterative Reweighted l₁ Penalty Regression Approach for Line Spectral Estimation (Articles)

Fei Ye, Xian Luo, Wanzhou Ye

Advances in Pure Mathematics Vol.8 No.2, February 26, 2018

DOI: 10.4236/apm.2018.82008 902 Downloads 1,867 Views Citations
A New Procedure to Test for Fractional Integration (Articles)

William Rea, Chris Price, Les Oxley, Marco Reale, Jennifer Brown

Open Journal of Statistics Vol.6 No.4, August 23, 2016

DOI: 10.4236/ojs.2016.64055 1,856 Downloads 3,222 Views Citations
Using Boosted Regression Trees and Remotely Sensed Data to Drive Decision-Making (Articles)

Brigitte Colin, Samuel Clifford, Paul Wu, Samuel Rathmanner, Kerrie Mengersen

Open Journal of Statistics Vol.7 No.5, October 31, 2017

DOI: 10.4236/ojs.2017.75061 2,689 Downloads 6,994 Views Citations
Predicting Electric Energy Consumption for a Jerky Enterprise (Articles)

Elena Kapustina, Eugene Shutov, Anna Barskaya, Agata Kalganova

Energy and Power Engineering Vol.12 No.6, June 30, 2020

DOI: 10.4236/epe.2020.126024 740 Downloads 2,333 Views Citations
Analysis of State Homicide Rates Using Statistical Ranking and Selection Procedures (Articles)

Anqi Wang, Gary C. McDonald

Applied Mathematics Vol.13 No.7, July 12, 2022

DOI: 10.4236/am.2022.137037 225 Downloads 988 Views Citations
Comparative Analysis of Machine Learning Algorithms for Optimal Land Use and Land Cover Classification: Guiding Method Selection for Resource-Limited Settings in Tiaty, Baringo County, Kenya (Articles)

John Kapoi Kipterer, Mark K. Boitt, Charles N. Mundia

Journal of Geoscience and Environment Protection Vol.13 No.4, April 23, 2025

DOI: 10.4236/gep.2025.134021 166 Downloads 1,034 Views Citations
Inference Procedures on the Generalized Poisson Distribution from Multiple Samples: Comparisons with Nonparametric Models for Analysis of Covariance (ANCOVA) of Count Data (Articles)

Maha Al-Eid, Mohamed M. Shoukri

Open Journal of Statistics Vol.11 No.3, June 25, 2021

DOI: 10.4236/ojs.2021.113026 508 Downloads 2,279 Views Citations
A Bayesian Quantile Regression Analysis of Potential Risk Factors for Violent Crimes in USA (Articles)

Ming Wang, Lijun Zhang

Open Journal of Statistics Vol.2 No.5, December 19, 2012

DOI: 10.4236/ojs.2012.25068 5,736 Downloads 9,708 Views Citations
Robust Linear Regression Models: Use of a Stable Distribution for the Response Data (Articles)

Jorge A. Achcar, Angela Achcar, Edson Zangiacomi Martinez

Open Journal of Statistics Vol.3 No.6, December 31, 2013

DOI: 10.4236/ojs.2013.36048 5,375 Downloads 8,028 Views Citations
A Models Approach to Analyzing and Forecasting Oil and Piracy in the Gulf of Guinea (Articles)

Nana Raymond Lawrence Ofosu-Boateng

Open Journal of Social Sciences Vol.5 No.3, March 17, 2017

DOI: 10.4236/jss.2017.53009 1,439 Downloads 3,182 Views Citations
Methodological Responses to Contemporary Maritime Piracy in the Gulf of Guinea (Articles)

Nana Raymond Lawrence Ofosu-Boateng

Open Journal of Social Sciences Vol.5 No.4, April 30, 2017

DOI: 10.4236/jss.2017.54022 1,673 Downloads 3,924 Views Citations
Geographical Analysis of Lung Cancer Mortality Rate and PM2.5 Using Global Annual Average PM2.5 Grids from MODIS and MISR Aerosol Optical Depth (Articles)

Zhiyong Hu, Ethan Baker

Journal of Geoscience and Environment Protection Vol.5 No.6, June 30, 2017

DOI: 10.4236/gep.2017.56017 1,611 Downloads 3,050 Views Citations

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