Abstract
A computer program to estimate Poisson regression coefficients, standard errors, Pearson X2 and deviance goodness of fit (and residuals), leverages, and Freeman-Tukey, standardized, and deletion residuals for additive, multiplicative, power, and non-linear models is described. Data used by the program must be stored and input from a disk file. The output file contains an optional list of the input data, observed and fitted count data (deaths or cases), coefficients, standard errors, relative risks and 95% confidence intervals, variance-covariance matrix, correlation matrix, goodness of fit statistics, and residuals for regression diagnostics.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 1-28 |
| Number of pages | 28 |
| Journal | Journal of Statistical Software |
| Volume | 2 |
| DOIs | |
| State | Published - Nov 3 1997 |
Keywords
- Iteratively Reweighted Least Squares
- Matrix Manipulation
- Poisson Regression
- Regression Diagnostics
ASJC Scopus subject areas
- Software
- Statistics and Probability
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