PSC 405: Linear Models
Handouts
Errata
Online Readings
- Faraway, J. 2002. "Practical
Regression and Anova using R."
- Freedman, D. 1991. "Statistical Models
and Shoe Leather."
- Rosenbaum, P. 1999. "Choice as an
Alternative to Control in Observational Studies."
- Achen, C. 1977. "Measuring
Representation: Perils of the Correlation
Coefficient."
- Achen, C. 1990. "What Does 'Explained
Variance' Explain?"
- King, G. 1986. "How Not to Lie with
Statistics."
- Farrar and Glauber. 1967.
"Multicollinearity in Regression Analysis: the Problem
Revisited."
- Lemieux, P. 1978. "A Note on the
Detection of Multicollinearity."
- Clarke, K. 2005. "The Phantom Menace:
Omitted Variable Bias in Econometric Research."
- Friedrich, R. 1982. "In Defense of
Multiplicative Terms in Multiple Regression
Equations."
- Braumoeller, B. 2005. "Hypothesis
Testing and Multiplicative Interaction Terms."
- Bartels, L. 1991. "Instrumental and
`Quasi-Instrumental' Variables."
- Downes and Rockne. 1979.
"Interpreting Heteroscedasticity."
- Mundlak, Y. 1978. "On the Pooling of
Times Series and Cross Section Data."
- Beck and Katz. 1995. "What to do (and
not to do) with Time-Series Cross-Section Data."
- Efron and Gong. 1983. "A Leisurely Look
at the Bootstrap, the Jackknife, and
Cross-Validation."
- Efron, B. 1986. "Why Isn't Everyone a
Bayesian?"
R Resources