blm: Binomial linear and linear-expit regression

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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

View on CRAN

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
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