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blm (version 2013.2.4.4)
Binomial linear and linear-expit regression
Description
Implements regression models for binary data on the absolute risk scale. These models are applicable to cohort and population-based case-control data.
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Version
Version
2022.0.0.1
2013.2.4.4
2013.2.4.3
2013.2.4.2
2013.2.4.1
2012.2.4
2012.2.3
2012.2.2
2012.2.1
2011.2.0
2011.1.3
1.2
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Install
install.packages('blm')
Monthly Downloads
459
Version
2013.2.4.4
License
GPL (>= 2)
Maintainer
S A Kovalchik
Last Published
August 16th, 2013
Functions in blm (2013.2.4.4)
Search functions
print
Print coefficients of
blm
and
lexpit
model fit.
vcov
Get variance-covariance from
blm
and
lexpit
objects.
blm-package
Binomial linear and linear-expit regression model
summary
Summary of
blm
and
lexpit
model fit.
coef
Get coefs from
blm
and
lexpit
objects.
ccdata
Simulated case-control dataset
show
Show
blm
and
lexpit
model fit.
logLik
Log-likelihood of
blm
and
lexpit
objects.
lexpit
Fit a linear-expit regression model
aarp
Nested case-control data set of bladder cancer in the NIH-AARP Diet and Health Study
predict
Get risk predictions for
blm
and
lexpit
objects.
crude.risk
Risk-exposure scatter plot
resid
Get residuals from
blm
and
lexpit
objects.
LRT
Performs likelihood-ratio test for lexpit and BLM models of cohort data
expit
Inverse-logit function
lexpit-class
Class "lexpit"
risk.exposure.plot
Risk-exposure scatter plot
EO
Compute the ratio of expected event to observed events for
blm
and
lexpit
objects.
blm
Fit a binomial linear regression model
confint
Confidence intervals for parameters of
blm
and
lexpit
objects.
blm-class
Class "blm"
Rsquared
Compute R-squared measures of model fit for
blm
and
lexpit
objects.
logit
Logit function
model.formula
Get formula call for
blm
and
lexpit
objects.
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.
which.at.boundary
Covariate patterns at the boundary for
blm
and
lexpit
objects.