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Watch this space for a new version of the Stata handouts, updated for Version 10, coming out Real Soon Now. The handouts are available in HTML and PDF formats, optimized for browsing and printing, respectively.
| Chapter | Browse | |
| 1. Introduction | html | pdf (21 KB) |
| 2. Linear Models for Continuous Data1 | html | pdf (138 KB) |
| 3. Logit Models for Binary Data | html | pdf (153 KB) |
| 4. Poisson Models for Count Data2 | html | pdf (41 KB) |
| 5. Log-Linear Models for Contingency Tables | html | pdf (22 KB) |
| 6. Multinomial Response Models | html | pdf (34 KB) |
| 7. Survival Models3 | html | pdf (25 KB) |
Notes:
1. Here's an addendum on lowess smoothing, quadratic fits and linear splines. You may also want to have a look at the famous Anscombe datasets shown in class.
2See also an addendum fitting over-dispersed Poisson and negative binomial regresion models, to complement the corresponding addendum to the lecture notes.
3Instructions on how to create pseudo-observations for survival
analysis from first principles or using Stata's stsplit
are available here.
The Stata logs for panel data models start here.
If you find errors or bits that could use some clarification, please send
your feedback to grodri@princeton.edu.