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Virginia Tech

STAT-5514: Regression Analysis

Description: Classical and modern techniques in regression analysis. Use of modern regression techniques to diagnose collinearity, leverage, and outliers. Model discrimination using cross validation techniques. The study of transformations, biased estimation, and nonlinear regression.

Pathways: N/A

Course Hours: 3 credits

Prerequisites: STAT-5124 or STAT-5616

Required By: STAT-6344, STAT-6514, STAT-6474

Corequisites: N/A

Crosslist: N/A

Repeatability: N/A

Sections Taught: 17

Average GPA: 3.81 (A)

Strict A Rate (No A-) : 75.71%

Average Withdrawal Rate: 0.00%

Gordon G Vining2022100.0%0.0%0.0%0.0%0.0%0.0%4.001
Jeffrey B Birch201475.7%23.5%0.8%0.0%0.0%0.0%3.7311
Inyoung Kim202198.9%0.0%1.1%0.0%0.0%0.0%3.965

Grade Distribution Over Time