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REGRESSION

• Ordinary Least Squares (OLS)
• Interpretation of the SAS REG output (Freund and Littell 2000)
• Using Dummy Variable in Linear Regression IT Firm 2004 | IT_firm04.do
• Multicollinearity Issues
• Heteroscedasticity Issues
• Autocorrelation (Serial Correlation) Issues
• Identification Issues

PANEL DATA

• Linear Regression Models for Panel Data HTML |
• Cost of U.S. Airlines (Greene 2003) | SAS | SAS program | STATA | STATA Output
• IT Expendture 2002 (STATA)

CDVM/EVENT COUNT DATA

• Categorical Dependent Variable Models HTML | Students | Travel Mode
• Regression Models for Event Count Data HTML | Accident
• Presenting the Binary Logit/Probit Models Using the SAS/IML

STATISTICS

• Frank M. Andrews, et al. Selecting Statistical Techniques for Social Science Data
• Statistical Analyses by the Level of Measurement
• Univariate Analysis and Normality Test Using SAS, STATA, and SPSS
• Understanding the Statistical Power of a Test | HTML
• Comparing Group Means: The T-test and One-way ANOVA HTML | Data | Data Set
• Structural Equation Model Memo | M-Plus | AMOS | LISREL | HLM Tutorial
• Confirmatory Factor Analysis using Amos, LISREL, and Mplus (Jeremy J. Albright)
• Factor Analysis (Note) | Annotated Factor Analysis Bibliography | David Garson's PA765
• Multiple Imputation | EQS and SAS CALIS

GAUSS

• Aptech Systems Inc. | Gauss Basic | Gauss Resources (American University)
• Gary King's Statistical Software Page | Kuan-Pin Lin | Erick Zivot
• ols.txt (Gauss Module) | Weighted GLS (Gauss Module)
• White's heteroscedasticity consistence estimation (Gauss Module)

JOURNALS

• Journal of the American Statistical Association
• Journal of Business & Economic Statistics
• Journal of Educational Statistics
• Journal of Computational and Graphical Statistics
• Political Methodologist (Society for Political Methodology)
• Theory and Society
• Econometrica | Economica | Statistician
• Statistical Science | Statistician | American Statistician
• Applied Statistics | Annals of Statistics | Sociological Methodology
• Biometrics | Biometrika

GENERAL RESOURCES

• J. Scott Long | Gary King | William Greene | Jeffrey M. Wooldridge | Guido W. Imbens
• Ichino (PSM) | Bayesian | Cowles Foundation (Yale Univ.) | How Do I Input Data?
• IU Stat/Math Center | UCLS Stat Computing | UCLS Stat Computing Portal
• MatLab Introduction | Maplesoft Webpage | Maple Introduction
• Matrix Functions (SAS/IML, MatLab and GAUSS)
• Generalized Linear Model (WWS509)
• Wolfram Math World (Wolfram)

Indiana University  |  Korea University  |  PA Department  |  Institute of Governmental Studies  |  ASPA  |  KAPA  |  KAPS
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