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pammtools
0.8.1
Reference
Articles
Data transformation
Baseline hazard
Basic modeling
Non-linear effects (penalized splines)
Shape-constrained effects (scam)
Workflow and convenience functions
Stratified baseline
Time-varying effects
Frailty and random effects
Time-dependent covariates
Left truncation
Interval-censored data
Model evaluation
Cumulative effects
Competing risks
Recurrent events
Multi-state modelling
Simulating time-to-event data
Bayesian baseline PAMMs
Defining a new backend (gradient boosting with xgboost)
News
Articles
Articles
Several articles/vignettes that describe the usage of PAMMs
Data transformation
Baseline hazard
Basic modeling
Stratified baseline
Non-linear effects (penalized splines)
Shape-constrained effects (scam)
Time-varying effects
Frailty and random effects
Time-dependent covariates
Left truncation
Interval-censored data
Model evaluation
Cumulative effects
Workflow and convenience functions
Competing risks
Recurrent Events
Multi-state modelling
Simulating time-to-event data
Bayesian baseline PAMMs: mgcv, jagam, and brms
Defining a new backend: gradient boosting with xgboost