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Virginia Tech

STAT-5044: Regression and Analysis of Variance

Description: Principles and methods of data analysis employing linear models for continuous response variables. Topics include both classical descriptive measures and modern computer-based techniques for data visualization; simple, multiple and weighted regression; analysis of variance for one-way and higher-way classifications; fixed, mixed, and random effects models; analysis of covariance; detection and correction of modeling flaws; statistical power.

Pathways: N/A

Course Hours: 3 credits

Prerequisites: (STAT-4584 or MATH-4584) and STAT-5615

Required By: STAT-5024, STAT-5364, STAT-5554, STAT-5684, STAT-6544

Corequisites: STAT-5014

Crosslist: N/A

Repeatability: N/A

Sections Taught: 20

Average GPA: 3.73 (A)

Strict A Rate (No A-) : 61.14%

Average Withdrawal Rate: 0.00%

Inyoung Kim202381.6%18.2%0.0%0.0%0.2%0.0%3.7617
Eric P Smith200558.4%41.6%0.0%0.0%0.0%0.0%3.542
John P Morgan200650.0%50.0%0.0%0.0%0.0%0.0%3.531

Grade Distribution Over Time