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blm (version 2022.0.0.1)
Binomial Linear 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
425
Version
2022.0.0.1
License
GPL (>= 2)
Maintainer
S A Kovalchik
Last Published
September 12th, 2022
Functions in blm (2022.0.0.1)
Search functions
EO
Compute the ratio of expected event to observed events for
blm
and
lexpit
objects.
LRT
Performs likelihood-ratio test for lexpit and BLM models of cohort data
Rsquared
Compute R-squared measures of model fit for
blm
and
lexpit
objects.
aarp
Nested case-control data set of bladder cancer in the NIH-AARP Diet and Health Study
blm-class
Class "blm"
gof
Hosmer-lemeshow goodness-of-fit statistics for
blm
and
lexpit
objects.
expit
Inverse-logit function
which.at.boundary
Covariate patterns at the boundary for
blm
and
lexpit
objects.
blm-package
Binomial linear and linear-expit regression model
logit
Logit function
gof.pearson
Pearson's goodness-of-fit statistics for
blm
and
lexpit
objects.
ccdata
Simulated case-control dataset
resid
Get residuals from
blm
and
lexpit
objects.
print
Print coefficients of
blm
and
lexpit
model fit.
confint
Confidence intervals for parameters of
blm
and
lexpit
objects.
logLik
Log-likelihood of
blm
and
lexpit
objects.
crude.risk
Risk-exposure scatter plot
coef
Get coefs from
blm
and
lexpit
objects.
blm
Fit a binomial linear regression model
risk.exposure.plot
Risk-exposure scatter plot
show
Show
blm
and
lexpit
model fit.
model.formula
Get formula call for
blm
and
lexpit
objects.
predict
Get risk predictions for
blm
and
lexpit
objects.
lexpit-class
Class "lexpit"
lexpit
Fit a linear-expit regression model
vcov
Get variance-covariance from
blm
and
lexpit
objects.
summary
Summary of
blm
and
lexpit
model fit.