Random Forests Regression - Articles - Scientific Research Publishing

Estimating Heterogeneous Treatment Effects of Early Childhood Interventions on Fifth-Grade Math Achievement: A Machine Learning-Augmented Causal Analysis of ECLS-K:2011 (Articles)

Xingtian Si

International Journal of Intelligence Science Vol.15 No.4, September 3, 2025

DOI: 10.4236/ijis.2025.154008 120 Downloads 635 Views Citations
Local Polynomial Regression Estimator of the Finite Population Total under Stratified Random Sampling: A Model-Based Approach (Articles)

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

Open Journal of Statistics Vol.6 No.6, December 8, 2016

DOI: 10.4236/ojs.2016.66088 1,703 Downloads 3,752 Views Citations
Predictive Models for Functional MRI Data (Articles)

Guenadie Nibbs, Peter Bajorski

Open Journal of Statistics Vol.10 No.1, January 9, 2020

DOI: 10.4236/ojs.2020.101001 885 Downloads 2,047 Views Citations
This article belongs to the Special Issue on Statistical Methods and Analysis
Modelling Key Population Attrition in the HIV and AIDS Programme in Kenya Using Random Survival Forests with Synthetic Minority Oversampling Technique-Nominal Continuous (Articles)

Evan Kahacho, Charity Wamwea, Bonface Malenje, Gordon Aomo

Journal of Data Analysis and Information Processing Vol.11 No.1, January 31, 2023

DOI: 10.4236/jdaip.2023.111002 296 Downloads 1,233 Views Citations
A Comparison of Selected Parametric and Non-Parametric Imputation Methods for Estimating Forest Biomass and Basal Area (Articles)

Donald Gagliasso, Susan Hummel, Hailemariam Temesgen

Open Journal of Forestry Vol.4 No.1, January 13, 2014

DOI: 10.4236/ojf.2014.41008 4,504 Downloads 7,627 Views Citations
CBPS-Based Inference in Nonlinear Regression Models with Missing Data (Articles)

Donglin Guo, Liugen Xue, Haiqing Chen

Open Journal of Statistics Vol.6 No.4, August 25, 2016

DOI: 10.4236/ojs.2016.64057 1,973 Downloads 3,366 Views Citations
Hyperspectral Inversion of Potassium Content in Apple Leaves Based on Vegetation Index (Articles)

Xiaoyan Guo, Xicun Zhu, Cheng Li, Yu Wei, Xinyang Yu, Gengxing Zhao, Houxing Sun

Agricultural Sciences Vol.8 No.8, August 21, 2017

DOI: 10.4236/as.2017.88061 1,517 Downloads 3,323 Views Citations
Use of Random Regression Test-Day Model to Estimate Genetic Parameters of Milk Yield in Holstein Cows (Articles)

Yaser Fazel, Masoud Asadi Fozi, Ali Esmailizadeh, Fatemeh Fazel, Ahmad Massoud Niazi, Shahpoor Rahmati, Mohammad Ibrahim Qasimi

Open Journal of Animal Sciences Vol.8 No.1, December 19, 2017

DOI: 10.4236/ojas.2018.81003 1,393 Downloads 3,432 Views Citations
Ground Ozone Level Prediction Using Machine Learning (Articles)

Zhiying Meng

Journal of Software Engineering and Applications Vol.12 No.10, October 29, 2019

DOI: 10.4236/jsea.2019.1210026 912 Downloads 3,472 Views Citations
Multi-Factor Stock Selection Model Based on Categorical Prediction Model (Articles)

Yufan Hu

Open Access Library Journal Vol.10 No.7, July 20, 2023

DOI: 10.4236/oalib.1110370 98 Downloads 1,131 Views Citations
Stock Price Prediction Research—Machine Learning Model Evaluation (Articles)

Navye Vedant

Open Journal of Business and Management Vol.12 No.2, March 29, 2024

DOI: 10.4236/ojbm.2024.122066 435 Downloads 2,856 Views Citations
Adaptive Random Effects/Coefficients Modeling (Articles)

George J. Knafl

Open Journal of Statistics Vol.14 No.2, April 11, 2024

DOI: 10.4236/ojs.2024.142009 247 Downloads 856 Views Citations
Comparative Analysis of Machine Learning Models for Customer Churn Prediction in the U.S. Banking and Financial Services: Economic Impact and Industry-Specific Insights (Articles)

Omoshola S. Owolabi, Prince C. Uche, Nathaniel T. Adeniken, Oghenekome Efijemue, Samuel Attakorah, Oluwabukola G. Emi-Johnson, Emmanuel Hinneh

Journal of Data Analysis and Information Processing Vol.12 No.3, July 17, 2024

DOI: 10.4236/jdaip.2024.123021 370 Downloads 5,238 Views Citations
Exploration of the Impact Mechanism of Government Credibility Based on Variable Screening Method (Articles)

Jiajun Wu, Yuxiang Ma, Helin Zou, Chun Zhang, Ran Yan

Journal of Data Analysis and Information Processing Vol.12 No.3, August 27, 2024

DOI: 10.4236/jdaip.2024.123025 159 Downloads 745 Views Citations
Evaluations of Machine Learning Algorithms Using Simulation Study (Articles)

Nasrin Khatun

Open Journal of Statistics Vol.15 No.1, February 18, 2025

DOI: 10.4236/ojs.2025.151003 134 Downloads 564 Views Citations
The Impact of COVID-19 on Cardiovascular Disease: A Machine Learning Predictive Study (Articles)

Nidhi Priyadarshini, Phillip Smith

World Journal of Cardiovascular Diseases Vol.15 No.2, February 25, 2025

DOI: 10.4236/wjcd.2025.152003 203 Downloads 1,161 Views Citations
Machine Learning-Based Classification of Coronary Heart Disease: A Comparative Analysis of Logistic Regression, Random Forest, and Support Vector Machine Models (Articles)

Zakia Sultana Munmun, Salma Akter, Chowdhury Raihan Parvez

Open Access Library Journal Vol.12 No.3, March 26, 2025

DOI: 10.4236/oalib.1113054 195 Downloads 1,476 Views Citations
Performance of Different Machine Learning Algorithms for Credit Risk Classification (Articles)

Martin M. Kasina, John M. Kihoro, Alex Kibet

Journal of Data Analysis and Information Processing Vol.13 No.4, November 4, 2025

DOI: 10.4236/jdaip.2025.134029 110 Downloads 870 Views Citations
Sporadic Hemiplegic Migraine Case Study and Classification Using Machine Learning (Articles)

Anusha Reddy, Ajit Reddy

World Journal of Neuroscience Vol.15 No.4, November 7, 2025

DOI: 10.4236/wjns.2025.154025 138 Downloads 701 Views Citations
Determinants of Fish Farming Production in N’Zérékoré, Guinea: A Weighted Logistic Regression and Random Forest Approach (Articles)

Ibrahima Sory Mamikouny Camara, Bintou Traore, Aladji Babacar Niang, Bakary Traore

Agricultural Sciences Vol.17 No.7, July 17, 2026

DOI: 10.4236/as.2026.177037 21 Downloads 137 Views Citations

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