Walter Leite

18PUBLICATIONS
18CO-AUTHORS
Stochastic analysis and modellingEpidemiological methodsSensory processes, perception and performancePersonality and individual differencesTime series and spatial modelling
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Publications (18)

|May 29, 2026
Enhancing propensity score analysis with data missing not at random: Introducing dual-forest proximity imputation.

|Oct 16, 2025
Machine learning for propensity score estimation: A systematic review and reporting guidelines.

Walter Leite, Huibin Zhang, Zachary Collier

|Aug 01, 2025
Imputation of Missing Covariate Data Prior to Propensity Score Analysis: A Tutorial and Evaluation of the Robustness of Practical Approaches.

Walter L Leite, Burak Aydin, Dee D Cetin-Berber

|Jun 03, 2025
Evaluating the Performance of a Regularized Differential Item Functioning Method for Testlet-Based Polytomous Items.

|Nov 04, 2024
Enhancing the Detection of Social Desirability Bias Using Machine Learning: A Novel Application of Person-Fit Indices.

Sanaz Nazari, Walter L Leite, A Corinne Huggins-Manley

|Jun 13, 2024
A comparison of random forest-based missing imputation methods for covariates in propensity score analysis.

Yongseok Lee, Walter L Leite

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Frequent Collaborators

3 joint publications

Yongseok Lee

2 joint publications

Gail Castañeda

2 joint publications

Sarah E Colby

2 joint publications

Tracey E Barnett