Diagnostic Tests for Models with a Binomial Response
| Package: | LogisticDx |
| Type: | Package |
| Version: | 0.3 |
| Date: | 2021-12-18 |
| License: | GPL (>= 2) |
Diagnostic tests and plots for GLMs (generalized linear models) with binomial/ binary outcomes, particularly logistic regression.
The most commonly used functions are likely to be
dx (diagnostics),
plot.glm (diagnostic plots) and
gof (goodness-of-fit tests).
There have been changes to many of the functions between Version 0.1 and 0.2 of this package.
The package should be regarded as 'in development' until release 1.0, meaning that there may be changes to certain function names and parameters, although I will try to keep this to a minimum.
There are references in many of the functions to the textbook:
Hosmer D, Lemeshow S (2003). Applied logistic regression, 2nd edition. New York: John Wiley & Sons, Inc. 10.1002/0471722146 which is herein referred to as H&L 2nd ed.
For bug reports, feature requests or suggestions for improvement, please try to submit to github. Otherwise, email me at the address below.