№ files_lp_4_process_3_088438
Educational unit presenting multiple regression analysis as an extension of linear regression, detailing assumptions, parameter estimation, inferential interpretation, and applied examples for health-related data analysis.
Year: 2026
Region / Institution: University of South Florida, College of Public Health
Subject: Statistics, Biostatistics
Document type: Educational unit / Course material
Author: COPH Educational Technology and Assessment (ETA)
Target audience: Students in biostatistics or related health sciences
Course competencies: Descriptive statistics, hypothesis testing, regression modeling, data analysis interpretation
Learning objectives: Compare linear and multiple regression, understand regression assumptions, interpret ANOVA and regression results
Instructional materials: Lecture presentation, narrated PPT, high-quality video, textbook Chapter 8, MP3 audio, handout, transcript
Assessment: Textbook exercises, graded assignments on regression and ANOVA
Period: Single course unit
Prerequisites: Knowledge of basic linear regression
Price: 8 / 10 USD
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