dynamichazard v0.1.0
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Dynamic Hazard Models using State Space Models
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.
Readme
dynamichazard
The goal of dynamichazard is to [TO BE WRITTEN]
Installation
You can install dynamichazard from github with:
# install.packages("devtools")
devtools::install_github("dynamichazard/boennecd")
Example
This is a basic example which shows you how to solve a common problem: [TO BE WRITTEN]
Functions in dynamichazard
| Name | Description | |
| plot.fahrmeier_94 | Plots for ddhazard | |
| static_glm | Function to make a static glm fit | |
| residuals.fahrmeier_94 | Residuals for ddhazard | |
| predict.fahrmeier_94 | Predict function for the result of ddhazard | |
| ddFixed | Function used in formula of ddhazard for time-invariant effects | |
| ddhazard_app | A Shiny app to illustrates model and method | |
| ddhazard | Function to fit dynamic discrete hazard models | |
| get_survival_case_weigths_and_data | Static GLM fit for survival models | |
| plot.fahrmeier_94_SpaceErrors | State space error plot | |
| get_risk_obj | Get the risk set at each bin over an equal distance grid | |
| No Results! | ||
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Details
| Type | Package |
| License | GPL-2 |
| LazyData | TRUE |
| LinkingTo | Rcpp, RcppArmadillo |
| RoxygenNote | 5.0.1 |
| VignetteBuilder | knitr |
| BugReports | https://github.com/boennecd/dynamichazard/issues |
| SystemRequirements | C++11 |
| URL | https://github.com/boennecd/dynamichazard |
| NeedsCompilation | yes |
| Packaged | 2016-12-28 16:32:25 UTC; boennecd |
| Repository | CRAN |
| Date/Publication | 2016-12-28 17:49:25 |
| suggests | biglm , captioner , formatR , httr , knitr , mgcv , rmarkdown , shiny , testthat , timereg |
| imports | graphics , parallel , Rcpp (>= 0.12.6) , stats , stringr , survival , utils |
| linkingto | RcppArmadillo |
| Contributors | R-core R-core@R-project.org, Alan Miller, Benjamin Christoffersen, Anthony Williams, Boost developers |
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