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Virginia Tech

STAT-6514: Advanced Topics in Regression

Description: Advanced notions in modern regression techniques and diagnostics. The underlying theory and concepts associated with estimation methods for handling collinearity. Theory behind modern criteria for selection of candidate models. The development of single and multiple outlier and influence diagnostics. Odd years.

Pathways: N/A

Course Hours: 3 credits

Prerequisites: STAT-5124 and STAT-5514

Required By: N/A

Corequisites: N/A

Crosslist: N/A

Repeatability: N/A

Sections Taught: 9

Average GPA: 3.88 (A)

Strict A Rate (No A-) : 88.78%

Average Withdrawal Rate: 0.00%

Inyoung Kim202195.5%0.0%0.0%0.0%4.5%0.0%3.795
Jeffrey B Birch2010100.0%0.0%0.0%0.0%0.0%0.0%4.003
Hongxiao Zhu2022100.0%0.0%0.0%0.0%0.0%0.0%3.951

Grade Distribution Over Time