# Dynamic Hazard Models using State Space Models

## Documentation for package ‘dynamichazard’ version 1.0.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

ddFixed | Auxiliary Functions for Fixed Effects
ddFixed_intercept | Auxiliary Functions for Fixed Effects
ddhazard | Fitting Dynamic Hazard Models
ddhazard_app | ddhazard Demo
ddhazard_boot | Bootstrap for ddhazard Object
ddhazard_control | Auxiliary for Controlling Dynamic Hazard Models
ddsurvcurve | Create and plot survival curves
get_cloud_means | Compute Mean Estimates from Particle Cloud
get_cloud_means.PF_clouds | Compute Mean Estimates from Particle Cloud
get_cloud_means.PF_EM | Compute Mean Estimates from Particle Cloud
get_cloud_quantiles | Compute Quantile Estimates from Particle Cloud
get_cloud_quantiles.PF_clouds | Compute Quantile Estimates from Particle Cloud
get_cloud_quantiles.PF_EM | Compute Quantile Estimates from Particle Cloud
get_Q_0 | Compute Time-Invariant Covariance Matrix
get_risk_obj | Risk Set on an Equidistant Distant Grid
get_survival_case_weights_and_data | Get data.frame for Discrete Time Survival Models
hatvalues.ddhazard | Hat Values for ddhazard Object
hds | Hard Drive Failures
lines.ddsurvcurve | Create and plot survival curves
logLik.ddhazard | Log Likelihood of Mean Path of ddhazard Object
logLik.PF_clouds | Approximate Log-Likelihood from a Particle Filter
logLik.PF_EM | Approximate Log-Likelihood from a Particle Filter
PF_control | Auxiliary for Controlling Particle Fitting
PF_EM | EM Estimation with Particle Filters and Smoothers
PF_forward_filter | Forward Particle Filter
PF_forward_filter.data.frame | Forward Particle Filter
PF_forward_filter.formula | Forward Particle Filter
PF_forward_filter.PF_EM | Forward Particle Filter
PF_get_score_n_hess | Approximate Observed Information Matrix and Score Vector
plot.ddhazard | Plots for ddhazard Object
plot.ddhazard_space_errors | State Space Error Plot
plot.ddsurvcurve | Create and plot survival curves
plot.PF_clouds | Plot of Clouds from a PF_clouds Object
plot.PF_EM | Plot for a PF_EM Object
predict.ddhazard | Predict Method for ddhazard Object
print.ddhazard_boot | Summary Statistics for a ddhazard_boot Object
print.summary.ddhazard | Summarizing Dynamic Hazard Models Fits
residuals.ddhazard | Residuals Method for ddhazard Object
static_glm | Static glm Fit
summary.ddhazard | Summarizing Dynamic Hazard Models Fits