Countr: Flexible Univariate Count Models Based on Renewal Processes

Flexible univariate count models based on renewal processes. The models may include covariates and can be specified with familiar formula syntax as in glm().

Author
Tarak Kharrat, Georgi N. Boshnakov
Date of publication
2016-10-06 13:46:01
Maintainer
Tarak Kharrat <tarak.kharrat@gmail.com>
License
GPL (>= 2)
Version
3.2.7

View on CRAN

Man pages

addBootSampleObject.renewal
Create a bootsrap sample for coefficient estimates
alphagen
Matrix of alpha terms
dCount_allProbs_bi
Compute count probabilities using simple convolution
dCount_conv_bi
Compute count probabilities using convolution
dCount_conv_loglik_bi
Log-likelihood of a count probability computed by convolution...
dCount_dePril_bi
Compute count probabilities using dePril convolution (bi)
dCount_naive_bi
Compute count probabilities using naive convolution (bi)
dmodifiedCount_bi
Compute count probabilities based on modified renewal process...
dWeibullCount
Probability calculations for Weibull count models
dWeibullCount_mat
Univariate Weibull Count Probability
dWeibullgammaCount
Fast Univariate Weibull Count Probability with gamma...
dWeibullgammaCount_mat
Univariate Weibull Count Probability with gamma heterogeneity
dWeibullgammaCount_mat_Covariates
Univariate Weibull Count Probability with gamma and covariate...
evCount_conv_bi
Expected value and variance of renewal count process
fertility
fertility data
getParNames
return the name of the distribution parameters
predict.renewal
Predict method for renewal objects
renewal
Fit renewal count processes regression models
renewal.control
Creates the renewal control list
renewal.convPars
Creates the convolution inputs setting
renewal_methods
Methods for renewal objects
renewal.seriesPars
Creates the series expansion inputs setting
renewal.weiMethod
Check weibull computation algorithm
se.coef
Extract Standard Errors of Model Coefficients
surv
Wrapper to built in survival functions

Files in this package

Countr
Countr/inst
Countr/inst/examples
Countr/inst/examples/example-RenewalRegression.R
Countr/inst/examples/example-convCount_Weibull.R
Countr/inst/examples/example-methods.R
Countr/inst/examples/example-RenewalRegression_anc.R
Countr/inst/extdata
Countr/inst/extdata/start.RDS
Countr/inst/extdata/McShane_Wei_results_boot.RDS
Countr/inst/extdata/estimationParams.RDS
Countr/inst/extdata/McShane_paperResults.RDS
Countr/inst/doc
Countr/inst/doc/jss_paper.R
Countr/inst/doc/jss_paper.Rnw
Countr/inst/doc/jss_paper.pdf
Countr/inst/include
Countr/inst/include/Countr.h
Countr/inst/include/Countr_types.h
Countr/inst/include/utils.h
Countr/inst/include/dePril_conv.h
Countr/inst/include/Countr_RcppExports.h
Countr/inst/include/built_in_distributions.h
Countr/inst/include/series_weibull.h
Countr/tests
Countr/tests/testthat.R
Countr/tests/testthat
Countr/tests/testthat/test-evCont_Weibull.R
Countr/tests/testthat/test-built_in_distributions.R
Countr/src
Countr/src/Makevars
Countr/src/series_hetwei.cpp
Countr/src/conv_dePril.cpp
Countr/src/utils.cpp
Countr/src/conv_all.cpp
Countr/src/conv_naive.cpp
Countr/src/built_in_distributions.cpp
Countr/src/Makevars.win
Countr/src/RcppExports.cpp
Countr/src/series_weibull.cpp
Countr/src/modifiedRenewal.cpp
Countr/NAMESPACE
Countr/NEWS
Countr/data
Countr/data/fertility.rda
Countr/R
Countr/R/Renewal_cstr.R
Countr/R/convCount_probs.R
Countr/R/dWeibullgamma.R
Countr/R/Countr.R
Countr/R/data.R
Countr/R/convCount_loglik.R
Countr/R/RcppExports.R
Countr/R/Renewal_methods.R
Countr/R/convCount_moments.R
Countr/R/renewalTools.R
Countr/R/dWeibull.R
Countr/R/renewalIV.R
Countr/vignettes
Countr/vignettes/result.RData
Countr/vignettes/REFERENCES.bib
Countr/vignettes/jss.dtx
Countr/vignettes/jss_paper.Rnw
Countr/vignettes/auto
Countr/vignettes/auto/main.el
Countr/vignettes/jsslogo.jpg
Countr/MD5
Countr/build
Countr/build/vignette.rds
Countr/DESCRIPTION
Countr/man
Countr/man/dWeibullgammaCount.Rd
Countr/man/se.coef.Rd
Countr/man/dWeibullCount_mat.Rd
Countr/man/evCount_conv_bi.Rd
Countr/man/dWeibullgammaCount_mat_Covariates.Rd
Countr/man/renewal.Rd
Countr/man/getParNames.Rd
Countr/man/renewal_methods.Rd
Countr/man/renewal.weiMethod.Rd
Countr/man/renewal.seriesPars.Rd
Countr/man/alphagen.Rd
Countr/man/renewal.convPars.Rd
Countr/man/predict.renewal.Rd
Countr/man/renewal.control.Rd
Countr/man/surv.Rd
Countr/man/dWeibullgammaCount_mat.Rd
Countr/man/dmodifiedCount_bi.Rd
Countr/man/dCount_allProbs_bi.Rd
Countr/man/dCount_conv_bi.Rd
Countr/man/dCount_dePril_bi.Rd
Countr/man/addBootSampleObject.renewal.Rd
Countr/man/dWeibullCount.Rd
Countr/man/dCount_naive_bi.Rd
Countr/man/fertility.Rd
Countr/man/dCount_conv_loglik_bi.Rd