Contains functions that lets you fit dynamic hazard models with binary outcomes using state space models. The methods are originally described in Fahrmeir (1992) <doi:10.1080/01621459.1992.10475232> and Fahrmeir (1994) <doi:10.1093/biomet/81.2.317>. The functions also provide an extension hereof where the Extended Kalman filter is replaced by an Unscented Kalman filter. Models are fitted with the regular coxph() like formula.
| Version: | 0.2.0 |
| Depends: | R (≥ 3.3.2), stats, graphics, utils, survival |
| Imports: | parallel, Rcpp (≥ 0.12.6), boot, stringr |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | testthat, knitr, rmarkdown, timereg, captioner, biglm, httr, mgcv, shiny, formatR, R.rsp |
| Published: | 2017-01-20 |
| Author: | Benjamin Christoffersen [cre, aut], Alan Miller [ctb], Anthony Williams [ctb], Boost developers [ctb, cph], R-core [ctb, cph] |
| Maintainer: | Benjamin Christoffersen <boennecd at gmail.com> |
| BugReports: | https://github.com/boennecd/dynamichazard/issues |
| License: | GPL-2 |
| URL: | https://github.com/boennecd/dynamichazard |
| NeedsCompilation: | yes |
| SystemRequirements: | C++11 |
| Materials: | NEWS |
| CRAN checks: | dynamichazard results |
| Reference manual: | dynamichazard.pdf |
| Vignettes: |
Comparing methods for time varying logistic models ddhazard Bootstrap illustration Simulation study with logit model |
| Package source: | dynamichazard_0.2.0.tar.gz |
| Windows binaries: | r-devel: dynamichazard_0.2.0.zip, r-release: dynamichazard_0.2.0.zip, r-oldrel: not available |
| OS X Mavericks binaries: | r-release: dynamichazard_0.2.0.tgz, r-oldrel: not available |
| Old sources: | dynamichazard archive |
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