Dynamic Failure Rate Distributions for Survival Analysis


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Documentation for package ‘flexhaz’ version 0.5.0

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assumptions.dfr_dist Retrieve the assumptions a DFR distribution makes about the data
cdf.dfr_dist Method for obtaining the cdf of a 'dfr_dist' object.
cum_haz Method for obtaining the cumulative hazard function of an object.
cum_haz.dfr_dist Method for obtaining the cumulative hazard function of a 'dfr_dist' object.
density.dfr_dist Method for obtaining the density (pdf) of a 'dfr_dist' object.
dfr_dist Constructor for 'dfr_dist' objects
dfr_exponential Exponential Distribution (Constant Hazard)
dfr_gompertz Gompertz Distribution (Exponential Growth Hazard)
dfr_loglogistic Log-Logistic Distribution (Non-Monotonic Hazard)
dfr_weibull Weibull Distribution (Power-Law Hazard)
diagnostics Diagnostic Methods for DFR Distributions
distributions Classic Survival Distribution Constructors
fit.dfr_dist MLE solver for dfr_dist objects
hazard.dfr_dist Method for obtaining the hazard function of a 'dfr_dist' object.
hess_loglik.dfr_dist Hessian of log-likelihood for dfr_dist
inv_cdf.dfr_dist Method for obtaining the quantile (inverse cdf) of an object.
is_dfr_dist Function for determining whether an object is a 'dfr_dist' object.
loglik.dfr_dist Log-likelihood method for 'dfr_dist' objects
params.dfr_dist Method for obtaining the parameters of a 'dfr_dist' object.
plot.dfr_dist Plot DFR Distribution Functions
print.dfr_dist Print method for 'dfr_dist' objects.
qqplot_residuals Q-Q Plot for Cox-Snell Residuals
residuals.dfr_dist Residuals for DFR Distribution Fits
sampler.dfr_dist Sampling function for 'dfr_dist' objects.
score.dfr_dist Score function (gradient of log-likelihood) for dfr_dist
sup.dfr_dist Method for retrieving the support of an object 'x'.
surv.dfr_dist Method for obtaining the survival function of a 'dfr_dist' object.