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pammtools
0.8.0
Reference
Articles
Data transformation
Estimating the baseline hazard
Basic modeling
Non-linear effects (penalized splines)
Shape-constrained effects (scam)
Workflow and convenience functions
Stratified models
Time-varying effects (TVEs)
Frailties (random effects)
Time-dependent covariates (TDCs)
Left-truncated data
Interval-censored data
Model evaluation
Cumulative effects/Exposure-Lag-Response Associations
Competing Risks
Recurrent Events
Multi-State Modelling
Simulating Time-To-Event Data
Bayesian Baseline PAMMs
Defining a new backend (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