blm: Binomial linear and linear-expit regression
Version 2013.2.4.4

Implements regression models for binary data on the absolute risk scale. These models are applicable to cohort and population-based case-control data.

Browse man pages Browse package API and functions Browse package files

AuthorS. Kovalchik
Date of publication2013-08-16 18:36:19
MaintainerS.Kovalchik <s.a.kovalchik@gmail.com>
LicenseGPL (>= 2)
Version2013.2.4.4
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("blm")

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'...

Functions

C Source code
EO Man page Source code
LRT Man page Source code Source code
LRT.blm Source code
LRT.lexpit Source code
Rsquared Man page Source code
aarp Man page
aic Source code
blm Man page Source code
blm-class Man page
blm-package Man page
blm.cohort Source code
blm.leverage Source code
blm.optim Source code
ccdata Man page
coef,blm-method Man page
coef,lexpit-method Man page
coef.blm Man page
confint,blm-method Man page
confint,lexpit-method Man page
confint.blm Man page
crude.risk Man page Source code
ddexpit Source code
dexpit Source code
expit Man page Source code
gof Man page Source code
gof.pearson Man page Source code
influence.blm Source code
influence.lexpit Source code
lexpit Man page Source code
lexpit-class Man page
lexpit.bootstrap Source code
lexpit.leverage Source code
logLik,blm-method Man page
logLik,lexpit-method Man page
logLik.blm Man page
logit Man page Source code
model.formula Man page
model.formula,blm-method Man page
model.formula,lexpit-method Man page
nu Source code
optim.lexpit Source code
optim.lrt.lexpit Source code
pearson.deviates Source code
predict,blm-method Man page
predict,lexpit-method Man page
predict.blm Man page
predict.se.blm Source code
print,blm-method Man page
print,lexpit-method Man page
print.blm Man page
resid,blm-method Man page
resid,lexpit-method Man page
resid.blm Man page
risk.exposure.plot Man page Source code
show,blm-method Man page
show,lexpit-method Man page
show.blm Man page
stage1.optim Source code
stage2.optim Source code
summary,blm-method Man page
summary,lexpit-method Man page
summary.blm Man page
tapply.risk Source code
vcov,blm-method Man page
vcov,lexpit-method Man page
vcov.blm Man page
vcov.blm.big Source code
vcov.blm.revised Source code
vcov.blm.revised.bigmatrix Source code
vcov.blm.revised.strata Source code
vcov.influence.blm Source code
vcov.influence.blm.strata Source code
vcov.influence.lexpit Source code
vcov.influence.lexpit.strata Source code
vcov.lexpit.big Source code
vcov.lexpit.revised Source code
vcov.lexpit.revised.bigmatrix Source code
vcov.lexpit.revised.strata Source code
which.at.boundary Man page Source code

Files

inst
inst/CITATION
NAMESPACE
NEWS
data
data/ccdata.RData
data/aarp.RData
R
R/lexpit.lrt.R
R/bootstrap.R
R/helpers.R
R/which.constrained.R
R/Rsquared.R
R/optim.lexpit.R
R/blm.R
R/lexpit.R
R/excess.risk.R
R/predict.se.blm.R
R/blm.cohort.R
R/influence_measures.R
R/stage1.optim.R
R/stage2.optim.R
R/gof.pearson.R
R/tapply.risk.R
R/gof.R
R/influence.R
R/class.R
MD5
DESCRIPTION
man
man/lexpit.Rd
man/which.constrained.Rd
man/show.Rd
man/LRT.Rd
man/model.formula.Rd
man/resid.Rd
man/EO.Rd
man/Rsquared.Rd
man/blm-package.Rd
man/predict.Rd
man/lexpit-class.Rd
man/loglik.Rd
man/confint.Rd
man/aarp.Rd
man/expit.Rd
man/logit.Rd
man/gof.pearson.Rd
man/vcov.Rd
man/blm-class.Rd
man/crude.risk.Rd
man/risk.exposure.plot.Rd
man/grad.Rd
man/print.Rd
man/coef.Rd
man/summary.Rd
man/blm.Rd
man/gof.Rd
blm documentation built on May 29, 2017, 2:12 p.m.