Estimate Location-Scale Joint Models
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Documentation for package ‘LSJM’ version 0.1.0
Help Pages
| data.manag.long | Management of longitudinal data |
| data.manag.sigma | Management of data for residual part |
| data.manag.surv | Management of survival data |
| dynpred | dynpred: compute the dynamic predictions of an event. |
| dynpred.lsjm_classicCR | dynpred: compute the dynamic predictions of an event. |
| dynpred.lsjm_classicIDM | dynpred: compute the dynamic predictions of an event. |
| dynpred.lsjm_classicSingle | dynpred: compute the dynamic predictions of an event. |
| dynpred.lsjm_covDepCR | dynpred: compute the dynamic predictions of an event. |
| dynpred.lsjm_covDepIDM | dynpred: compute the dynamic predictions of an event. |
| dynpred.lsjm_covDepSingle | dynpred: compute the dynamic predictions of an event. |
| dynpred.lsjm_interintraCR | dynpred: compute the dynamic predictions of an event. |
| dynpred.lsjm_interintraIDM | dynpred: compute the dynamic predictions of an event. |
| dynpred.lsjm_interintraSingle | dynpred: compute the dynamic predictions of an event. |
| initial.long | Initialisation of Longitudinal Submodel |
| lsjm | lsjm : Estimation of a location-scale joint model for longitudinal data with flexible subject-specific variability and complex survival structures |
| lsmm | lsmm : Estimation of a linear mixed model for longitudinal data with flexible subject-specific variability. |
| plot.lsjm | plot: Plot methods for 'lsjm' or 'lsmm' objects |
| plot.lsjm_classicCR | plot: Plot methods for 'lsjm' or 'lsmm' objects |
| plot.lsjm_classicIDM | plot: Plot methods for 'lsjm' or 'lsmm' objects |
| plot.lsjm_classicSingle | plot: Plot methods for 'lsjm' or 'lsmm' objects |
| plot.lsjm_covDepCR | plot: Plot methods for 'lsjm' or 'lsmm' objects |
| plot.lsjm_covDepIDM | plot: Plot methods for 'lsjm' or 'lsmm' objects |
| plot.lsjm_covDepSingle | plot: Plot methods for 'lsjm' or 'lsmm' objects |
| plot.lsjm_interintraCR | plot: Plot methods for 'lsjm' or 'lsmm' objects |
| plot.lsjm_interintraIDM | plot: Plot methods for 'lsjm' or 'lsmm' objects |
| plot.lsjm_interintraSingle | plot: Plot methods for 'lsjm' or 'lsmm' objects |
| plot.lsmm_classic | plot: Plot methods for 'lsjm' or 'lsmm' objects |
| plot.lsmm_covDep | plot: Plot methods for 'lsjm' or 'lsmm' objects |
| plot.lsmm_interintra | plot: Plot methods for 'lsjm' or 'lsmm' objects |
| predict.lsjm | predict: Prediction of some quantities for each subjects |
| predict.lsjm_classicCR | predict: Prediction of some quantities for each subjects |
| predict.lsjm_classicIDM | predict: Prediction of some quantities for each subjects |
| predict.lsjm_classicSingle | predict: Prediction of some quantities for each subjects |
| predict.lsjm_covDepCR | predict: Prediction of some quantities for each subjects |
| predict.lsjm_covDepIDM | predict: Prediction of some quantities for each subjects |
| predict.lsjm_covDepSingle | predict: Prediction of some quantities for each subjects |
| predict.lsjm_interintraCR | predict: Prediction of some quantities for each subjects |
| predict.lsjm_interintraIDM | predict: Prediction of some quantities for each subjects |
| predict.lsjm_interintraSingle | predict: Prediction of some quantities for each subjects |
| predict.lsmm_classic | predict: Prediction of some quantities for each subjects |
| predict.lsmm_covDep | predict: Prediction of some quantities for each subjects |
| predict.lsmm_interintra | predict: Prediction of some quantities for each subjects |
| ranef | ranef: the predicted random effects for all subjects |
| ranef.lsjm_classicCR | ranef: the predicted random effects for all subjects |
| ranef.lsjm_classicIDM | ranef: the predicted random effects for all subjects |
| ranef.lsjm_classicSingle | ranef: the predicted random effects for all subjects |
| ranef.lsjm_covDepCR | ranef: the predicted random effects for all subjects |
| ranef.lsjm_covDepIDM | ranef: the predicted random effects for all subjects |
| ranef.lsjm_covDepSingle | ranef: the predicted random effects for all subjects |
| ranef.lsjm_interintraCR | ranef: the predicted random effects for all subjects |
| ranef.lsjm_interintraIDM | ranef: the predicted random effects for all subjects |
| ranef.lsjm_interintraSingle | ranef: the predicted random effects for all subjects |
| ranef.lsmm_classic | ranef: the predicted random effects for all subjects |
| ranef.lsmm_covDep | ranef: the predicted random effects for all subjects |
| ranef.lsmm_interintra | ranef: the predicted random effects for all subjects |
| survmarg | The population-average probability of being free of any events at a given time $t$ and covariates |
| survmarg.lsjm_classicCR | The population-average probability of being free of any events at a given time $t$ and covariates |
| survmarg.lsjm_classicIDM | The population-average probability of being free of any events at a given time $t$ and covariates |
| survmarg.lsjm_classicSingle | The population-average probability of being free of any events at a given time $t$ and covariates |
| survmarg.lsjm_covDepCR | The population-average probability of being free of any events at a given time $t$ and covariates |
| survmarg.lsjm_covDepIDM | The population-average probability of being free of any events at a given time $t$ and covariates |
| survmarg.lsjm_covDepSingle | The population-average probability of being free of any events at a given time $t$ and covariates |
| survmarg.lsjm_interintraCR | The population-average probability of being free of any events at a given time $t$ and covariates |
| survmarg.lsjm_interintraIDM | The population-average probability of being free of any events at a given time $t$ and covariates |
| survmarg.lsjm_interintraSingle | The population-average probability of being free of any events at a given time $t$ and covariates |
| threeC | ThreeC dataset |