dynamichazard v0.6.0

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Dynamic Hazard Models using State Space Models

Contains functions that lets you fit dynamic hazard models using state space models. The first implemented model is described in Fahrmeir (1992) <doi:10.1080/01621459.1992.10475232> and Fahrmeir (1994) <doi:10.1093/biomet/81.2.317>. Extensions hereof are available where the Extended Kalman filter is replaced by an unscented Kalman filter and other options including particle filters. The implemented particle filters support more general state space models.

Functions in dynamichazard

Name Description
plot.PF_clouds Plot of Clouds From a PF_clouds Object
predict.ddhazard Predict Method for ddhazard Object
hds Hard Drive Failures
plot.ddhazard_space_errors State Space Error Plot
PF_control Auxiliary for Controlling Particle Fitting
get_survival_case_weights_and_data Get data.frame for Discrete Time Survival Models
hatvalues.ddhazard Hat Values for ddhazard Object
plot.ddhazard Plots for ddhazard Object
logLik.PF_clouds Log Likelihood of a PF_clouds Object
static_glm Static glm Fit
print.summary.ddhazard Summarizing Dynamic Hazard Models Fits
plot.PF_EM Plot for a PF_EM Object
logLik.ddhazard Log Likelihood of Mean Path of ddhazard Object
print.ddhazard_boot Summary Statistics for a ddhazard_boot Object
residuals.ddhazard Residuals Method for ddhazard Object
get_Q_0 Compute Time-Invariant Covariance Matrix
ddhazard_control Auxiliary for Controlling Dynamic Hazard Models
get_risk_obj Risk Set on an Equidistant Distant Grid
ddhazard Fitting Dynamic Hazard Models
PF_EM EM Estimation with Particle Filters and Smoothers
ddhazard_app ddhazard Demo
ddhazard_boot Bootstrap for ddhazard Object
PF_forward_filter Forward Particle Filter
ddFixed Auxiliary Functions for Fixed Effects
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Vignettes of dynamichazard

Name
Diagnostics/Rossi.RData
Diagnostics/whas500.RData
Bootstrap_illustration.pdf.asis
Comparing_methods_for_logistic_models.Rmd
Diagnostics.Rmd
Particle_filtering.pdf.asis
bib_style.csl
bibliography.bib
ddhazard.Rmd
ddhazard_bibliography.bib
ddhazard_header
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Details

Type Package
License GPL-2
LazyData TRUE
LinkingTo Rcpp, RcppArmadillo
RoxygenNote 6.0.1
VignetteBuilder knitr, R.rsp
BugReports https://github.com/boennecd/dynamichazard/issues
SystemRequirements C++11
URL https://github.com/boennecd/dynamichazard
Encoding UTF-8
NeedsCompilation yes
Packaged 2018-10-09 12:55:36 UTC; User
Repository CRAN
Date/Publication 2018-10-09 13:40:03 UTC

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