Man pages for BPJandree/AutoGLM
Automated fitting, model selection, and documentation functions for GLM modelling of binary response variables.
| accuracy | Miscelaneous function used in main routines. |
| autoGLM | A main function of the package for automated generalized... |
| corinetable | A reclassification table for Corine land cover to a... |
| describe | A simple function to describe a dataset. |
| exportWeightsfile | A function to export a csv file containing the weights file... |
| generalizeToSpecific | A main function of the package to apply generalize to... |
| getCall2 | Returns the name of a call as string. |
| getSamples | A function to extract small samples that maintain important... |
| guessStartVal | A function to efficiently obtain starting values for... |
| iapply | lapply without memory builtup. Iterative application of a... |
| IC | A simple function to extract information criteria from a... |
| is.speed | Miscelaneous function used in main routines. |
| ITdata | A sample dataset produced with 'getSamples' with 157481... |
| logistic | The logistic function. |
| logit | Simple wrapper to estimate a binomial logit model by IWLS or... |
| MLtoBinomData | Miscelaneous function used in main routines. |
| normalize | A simple function to normalize a dataset of variables to the... |
| opt.glm | Core function used by autoGLM, for details and usage see... |
| opt.h | Optimization routine based on hypothesis testing. |
| opt.ic | Optimization routine based on information criteria. |
| opt.t | Optimization routine based on step-wise elimenation using... |
| pkgTest | An function to load and install packages. |
| PtoBin | Miscelaneous function used in main routines. |
| reclassify | A function for reclassification of integer data. |
| selectX | A main function of the package for variable selection based... |
| simulateLogit | A function to generate random data from a logit model. |
| tgc | A function for memory management. |
| withinInterval | A function that determines whether a point lies in a... |
