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Model Constructor

Create masked-cause series system likelihood models

dfr_series_md()
Masked-Cause Likelihood Model for DFR Series Systems
is_dfr_series_md()
Test whether an object is a dfr_series_md
print(<dfr_series_md>)
Print method for dfr_series_md

Likelihood Inference

Log-likelihood, score, Hessian, and MLE fitting

loglik(<dfr_series_md>)
Log-likelihood for masked-cause DFR series systems
score(<dfr_series_md>)
Score function for masked-cause DFR series systems
hess_loglik(<dfr_series_md>)
Hessian of log-likelihood for masked-cause DFR series systems
fit(<dfr_series_md>)
MLE fitting for masked-cause DFR series systems

Data Generation

Simulate masked series system failure data

rdata(<dfr_series_md>)
Random data generation for masked-cause DFR series systems

Diagnostics

Cause-of-failure probabilities and model inspection

conditional_cause_probability()
Conditional cause-of-failure probability
cause_probability()
Marginal cause-of-failure probability
assumptions(<dfr_series_md>)
Assumptions for masked-cause DFR series systems
ncomponents(<dfr_series_md>)
Number of components in a masked-cause DFR series system
component_hazard(<dfr_series_md>)
Component hazard for a masked-cause DFR series system