Binomial linear and linear-expit regression


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Documentation for package ‘blm’ version 2013.2.4.1

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blm-package Binomial linear and linear-expit regression model
aarp Nested case-control data set of bladder cancer in the NIH-AARP Diet and Health Study
blm Fit a binomial linear regression model
blm-class Class "blm"
ccdata Simulated case-control dataset
coef Get coefs from 'blm' and 'lexpit' objects.
coef-method Get coefs from 'blm' and 'lexpit' objects.
confint Confidence intervals for parameters of 'blm' and 'lexpit' objects.
confint-method Confidence intervals for parameters of 'blm' and 'lexpit' objects.
EO Compute the ratio of expected event to observed events for 'blm' and 'lexpit' objects.
excess.risk Compute binned excess risk for BLM of LEXPIT fit
expit Inverse-logit function
gof Hosmer-lemeshow goodness-of-fit statistics for 'blm' and 'lexpit' objects.
gof.pearson Pearson's goodness-of-fit statistics for 'blm' and 'lexpit' objects.
lexpit Fit a linear-expit regression model
lexpit-class Class "lexpit"
logit Logit function
LRT Performs likelihood-ratio test for LEXPIT and BLM models of cohort data
predict Get risk predictions for 'blm' and 'lexpit' objects.
predict-method Get risk predictions for 'blm' and 'lexpit' objects.
print Print coefficients of 'blm' and 'lexpit' model fit.
print-method Print coefficients of 'blm' and 'lexpit' model fit.
resid Get residuals from 'blm' and 'lexpit' objects.
resid-method Get residuals from 'blm' and 'lexpit' objects.
Rsquared Compute R-squared measures of model fit for 'blm' and 'lexpit' objects.
show Show 'blm' and 'lexpit' model fit.
show-method Show 'blm' and 'lexpit' model fit.
summary Summary of 'blm' and 'lexpit' model fit.
summary-method Summary of 'blm' and 'lexpit' model fit.
vcov Get variance-covariance from 'blm' and 'lexpit' objects.
vcov-method Get variance-covariance from 'blm' and 'lexpit' objects.
which.at.boundary Covariate patterns at the boundary for 'blm' and 'lexpit' objects.