SIG-Multiple Linear Regression: The General Linear Model

Sara E. Tomek, Baylor University

Analyzing Competency in Block Credit Prior Learning Assessment: Machine Learning Model Comparisons - Todd Sherron, Texas State University; Ruchi Dilip Kukde, Texas State University; Randall E. Schumacker, University of Alabama; Lei Xie, Texas State University

Evaluating Machine Learning Model Performance on Educational Text Data: A Simulation Study - Oluwaseun Peter Farotimi, University of Tennessee; Haiyan Bai, University of Central Florida; Comfort Happiness Omonkhodion, University of Central Florida

Explanatory Machine Learning Methods for Teacher Effectiveness - Benjamin Kelcey, University of Cincinnati; Amota Ataneka, University of Cincinnati; Yanli Xie, Florida State University; Fangxing Bai, Montana State University

“Be Congruent, Be Authentic, Be Your True Self”: Congruency of Robust MCPs (Multiple Comparison Procedures) With Robust ANOVA - Gordon P. Brooks, Ohio University; Nina Adjanin, Northwest Missouri State University; Francis Ankomah, Ohio University; Cletus Owusu Yeboah, Ohio University; Emmanuel Awunkori, Ohio University

Fisher’s Linear Discriminant Function Versus Logistic Regression: An Argument for Separate Group Accuracies and Validation - John D. Morris, Florida Atlantic University; Mary G. Lieberman, Florida Atlantic University; Maria D. Vásquez-Colina, Florida Atlantic University