Joint Model Object and Constructor Function

Joint Model Object and Constructor Function

Usage

JointModel(longitudinal = NULL, survival = NULL, link = Link())

Arguments

longitudinal

(LongitudinalModel or NULL) the longitudinal model.

survival

(SurvivalModel or NULL) the survival model.

link

(Link) the link.

Value

A JointModel object.

Slots

longitudinal

(LongitudinalModel or NULL)
the longitudinal model.

survival

(SurvivalModel or NULL)
the survival model.

link

(Link)
the link.

parameters

(ParameterList)
the parameter declaration and prior specification.

See also

Other JointModel: as.StanModule.JointModel(), as.character.JointModel()

Examples

JointModel(LongitudinalGSF(), SurvivalWeibullPH(), linkDSLD())
#> 
#> A Joint Model with:
#> 
#>   Survival:     
#>      Weibull-PH Survival Model with parameters:
#>          sm_weibull_ph_lambda ~ gamma(alpha = 2, beta = 0.5)
#>          sm_weibull_ph_gamma ~ gamma(alpha = 2, beta = 0.5)
#>          beta_os_cov ~ normal(mu = 0, sigma = 2)
#>      
#>   Longitudinal:     
#>      Generalized Stein-Fojo Longitudinal Model (additive error) with parameters:
#>          lm_gsf_mu_bsld ~ normal(mu = 4.09434, sigma = 1)
#>          lm_gsf_mu_ks ~ normal(mu = -0.69315, sigma = 1)
#>          lm_gsf_mu_kg ~ normal(mu = -1.20397, sigma = 1)
#>          lm_gsf_mu_phi ~ normal(mu = 0, sigma = 1)
#>          lm_gsf_omega_bsld ~ lognormal(mu = -1.60944, sigma = 1)
#>          lm_gsf_omega_ks ~ lognormal(mu = -1.60944, sigma = 1)
#>          lm_gsf_omega_kg ~ lognormal(mu = -1.60944, sigma = 1)
#>          lm_gsf_omega_phi ~ lognormal(mu = -1.60944, sigma = 1)
#>          lm_gsf_sigma ~ lognormal(mu = -2.30259, sigma = 1)
#>          lm_gsf_eta_tilde_bsld ~ std_normal()
#>          lm_gsf_eta_tilde_ks ~ std_normal()
#>          lm_gsf_eta_tilde_kg ~ std_normal()
#>          lm_gsf_eta_tilde_phi ~ std_normal()
#>      
#>   Link:     
#>      Link with the following components/parameters:
#>          link_dsld ~ normal(mu = 0, sigma = 2)