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Weekly Topics for PA 765


There are 15 weeks in the NCSU semester, organized as follows:

PA 765: Quantitative Methods in Public Administration
Week Date Topic Assignments
1 Homework, January 10 Prerequisites N1: 1-7
O: Research Design
O: Validity
O: Significance
O: Association
O: ICPSR Data for Projects
2 Homework, January 17 Data Screening, Missing Data, & Reliability Analysis N1: Chs. 10 and 18
O: Testing Assumptions
O: Imputation of Missing Data
O: Reliability Analysis
3 Homework, January 24 Partial Correlation and Factor Models N1: Chs. 11 & 17
O: Correlation
O: Partial Correlation
O: Factor Analysis
4 Homework, January 31 Multidimensional Scaling N2: 16
O: Multidimensional Scaling
5 Homework, February 7 Cluster Analysis N1: Ch. 16
O: Cluster Analysis
6 Homework, February 14 Multiple Regression Models N1: Chs. 12-13
N2: Ch. 15
O: Regression
O: Curve Estimation
O: WLS Regression
7 Homework, February 21 General Linear Models N1: Chs. 9, 22, 23
O:Univariate GLM, Anova, Ancova
O: Multivariate GLM, Manova, Mancova
8 Homework, February 28 Midterm Exam Midterm Exam
- Spring Break, March 6 Spring Break -
9 Homework, March 13 Log-Linear Analysis N1: Ch. 21
N2: Chs. 1-2
O: Log-Linear Models
10 Homework, March 20 Logistic Regression N1: Ch. 15
N2: Ch. 3
O: Logistic Regression
11 Homework, March 27 Generalized Linear Model & Poisson Regression N2: Chs. 11-12
O: GZLM/GEE
12 Homework, April 3 Event History Analysis & Cox Regression Norusis 2: Ch. 8; skim chs. 6-7 briefly
O: Event History Analysis
O: Cox Regression
13 Homework, April 10 Structural Equation Modeling I S: 1-6, 11
Structural Equation Modeling
14 Homework, April 17 Structural Equation Modeling II S: 7-10, 12-14
15 Homework, April 24 Project Due Discussion of projects
16 Final Exam, May 1 Final Exam No assignment

Key to Assignments:
N1: SPSS 15.0 Statistical Procedures Companion, by Marija J. Norušis. Prentice Hall.
N2: SPSS 15.0 Advanced Statistical Procedures Companion, by Marija J. Norušis. Prentice-Hall.
S: Randall E. Schumacker and Richard G. Lomax (2004). A Beginner's Guide to Structural Equation Modeling Second Edition.. Mahwah, NJ: Lawrence Erlbaum.
O: Online (Garson, StatNotes)