Binomial Linear Regression
Class "blm"
Binomial linear and linear-expit regression model
Fit a binomial linear regression model
Get coefs from blm and lexpit objects.
Confidence intervals for parameters of blm and lexpit objects.
Risk-exposure scatter plot
Compute the ratio of expected event to observed events for blm and `...
Inverse-logit function
Pearson's goodness-of-fit statistics for blm and lexpit objects.
Hosmer-lemeshow goodness-of-fit statistics for blm and lexpit obje...
Simulated case-control dataset
Class "lexpit"
Fit a linear-expit regression model
Logit function
Log-likelihood of blm and lexpit objects.
Performs likelihood-ratio test for lexpit and BLM models of cohort dat...
Get formula call for blm and lexpit objects.
Get risk predictions for blm and lexpit objects.
Print coefficients of blm and lexpit model fit.
Get residuals from blm and lexpit objects.
Risk-exposure scatter plot
Compute R-squared measures of model fit for blm and lexpit objects...
Show blm and lexpit model fit.
Summary of blm and lexpit model fit.
Get variance-covariance from blm and lexpit objects.
Covariate patterns at the boundary for blm and lexpit objects.
Implements regression models for binary data on the absolute risk scale. These models are applicable to cohort and population-based case-control data.