ST430 -- Introduction to Regression Analysis\
ST514 -- Statistics for Management and the Social Sciences II
Fall 2011 --- 3 credits
Course times/location: MW 3:00-4:15, 315 Riddick
Instructor: Brian Reich (brian_reich@ncsu.edu)
Office hours: 4264 SAS Hall, MW 2-3
Syllabus:
http://www4.stat.ncsu.edu/~reich/st514/Syllabus
Homework Assignments
- HW #1 (Due 8/31): 1.8, 1.26, 1.46, 3.4, 3.6, 3.7, 3.10
- HW #2 (Due 9/7): 3.8, 3.14, 3.20, 3.24
- HW #3 (Due 9/14): 3.30, 3.34, 3.40, 3.48, 3.54
- HW #4 (Due 10/5): 4.2, 4.6, 4.14
- HW #5 (Due 10/17): 4.20, 4.28, 4.42, 4.56, 4.58
- HW #6 (Due 10/24): 5.24, 5.36, 6.8 (Solutions)
- Project proposals due 10/31
- HW #7 (Due 11/9): 7.8, 7.10, 7.12, 7.16, 7.20, 7.22
- HW #8 (Due 11/21): 8.6, 8.10, 8.18, 8.28, 8.30
- HW #9 (Due 11/30): 8.36, 9.22, 9.24
Final project
Final project description
Course Ouline
Dates -- Description (Chapters)
8/17 -- Review of basic concepts (1)
8/22 -- Review of basic concepts (1), Introduction to regression analysis (2)
8/29 -- Simple linear regression (3)
9/7 -- Simple linear regression (3); Labor Day (M)
9/12 -- Regression using matrices (Appendix B)
9/19 -- Multiple regression (4); Exam 1 (9/21)
9/26 -- Multiple regression (4)
10/3 -- Multiple regression (4)
10/10 -- Model building (5)
10/17 -- Variable selection (6)
10/24 -- Regression pitfalls (7); Exam 2 (10/26)
10/31 -- Regression pitfalls (7)
11/7 -- Residual analysis (8)
11/14 -- Residual analysis (8)
11/21 -- Special topics in regression (9); Thanksgiving break (W)
11/28 -- Special topics in regression (9); Time series Analysis (10)
12/9 -- Final exam, Friday, 1-4pm, 315 Riddick
Computing/Data