# blm: Binomial linear and linear-expit regression

Implements regression models for binary data on the absolute risk scale. These models are applicable to cohort and population-based case-control data.

- Author
- S. Kovalchik
- Date of publication
- 2013-08-16 18:36:19
- Maintainer
- S.Kovalchik <s.a.kovalchik@gmail.com>
- License
- GPL (>= 2)
- Version
- 2013.2.4.4

## Man pages

- aarp
- Nested case-control data set of bladder cancer in the...
- blm
- Fit a binomial linear regression model
- blm-class
- Class "blm"
- blm-package
- Binomial linear and linear-expit regression model
- coef
- Get coefs from 'blm' and 'lexpit' objects.
- confint
- Confidence intervals for parameters of 'blm' and 'lexpit'...
- crude.risk
- Risk-exposure scatter plot
- EO
- Compute the ratio of expected event to observed events for...
- expit
- Inverse-logit function
- gof
- Hosmer-lemeshow goodness-of-fit statistics for 'blm' and...
- gof.pearson
- Pearson's goodness-of-fit statistics for 'blm' and 'lexpit'...
- grad
- Simulated case-control dataset
- lexpit
- Fit a linear-expit regression model
- lexpit-class
- Class "lexpit"
- logit
- Logit function
- loglik
- Log-likelihood of 'blm' and 'lexpit' objects.
- LRT
- Performs likelihood-ratio test for lexpit and BLM models of...
- model.formula
- Get formula call for 'blm' and 'lexpit' objects.
- predict
- Get risk predictions for 'blm' and 'lexpit' objects.
- Print coefficients of 'blm' and 'lexpit' model fit.
- resid
- Get residuals from 'blm' and 'lexpit' objects.
- risk.exposure.plot
- Risk-exposure scatter plot
- Rsquared
- Compute R-squared measures of model fit for 'blm' and...
- show
- Show 'blm' and 'lexpit' model fit.
- summary
- Summary of 'blm' and 'lexpit' model fit.
- vcov
- Get variance-covariance from 'blm' and 'lexpit' objects.
- which.constrained
- Covariate patterns at the boundary for 'blm' and 'lexpit'...

## Files in this package

blm |

blm/inst |

blm/inst/CITATION |

blm/NAMESPACE |

blm/NEWS |

blm/data |

blm/data/ccdata.RData |

blm/data/aarp.RData |

blm/R |

blm/R/lexpit.lrt.R |

blm/R/bootstrap.R |

blm/R/helpers.R |

blm/R/which.constrained.R |

blm/R/Rsquared.R |

blm/R/optim.lexpit.R |

blm/R/blm.R |

blm/R/lexpit.R |

blm/R/excess.risk.R |

blm/R/predict.se.blm.R |

blm/R/blm.cohort.R |

blm/R/influence_measures.R |

blm/R/stage1.optim.R |

blm/R/stage2.optim.R |

blm/R/gof.pearson.R |

blm/R/tapply.risk.R |

blm/R/gof.R |

blm/R/influence.R |

blm/R/class.R |

blm/MD5 |

blm/DESCRIPTION |

blm/man |

blm/man/lexpit.Rd |

blm/man/which.constrained.Rd |

blm/man/show.Rd |

blm/man/LRT.Rd |

blm/man/model.formula.Rd |

blm/man/resid.Rd |

blm/man/EO.Rd |

blm/man/Rsquared.Rd |

blm/man/blm-package.Rd |

blm/man/predict.Rd |

blm/man/lexpit-class.Rd |

blm/man/loglik.Rd |

blm/man/confint.Rd |

blm/man/aarp.Rd |

blm/man/expit.Rd |

blm/man/logit.Rd |

blm/man/gof.pearson.Rd |

blm/man/vcov.Rd |

blm/man/blm-class.Rd |

blm/man/crude.risk.Rd |

blm/man/risk.exposure.plot.Rd |

blm/man/grad.Rd |

blm/man/print.Rd |

blm/man/coef.Rd |

blm/man/summary.Rd |

blm/man/blm.Rd |

blm/man/gof.Rd |