joint.Cox: Penalized Likelihood Estimation and Dynamic Prediction under the Joint Frailty-Copula Models Between Tumour Progression and Death for Meta-Analysis

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Perform the Cox regression and dynamic prediction under the joint frailty-copula model between tumour progression and death for meta-analysis. The method is applicable for meta-analytic data combining several studies. The data should have information on both terminal event time (e.g., time-to-death) and non-terminal event time (e.g., time-to-tumour progression).

Author
Takeshi Emura
Date of publication
2016-10-30 11:39:33
Maintainer
Takeshi Emura <takeshiemura@gmail.com>
License
GPL-2
Version
2.10

View on CRAN

Man pages

dataOvarian
Meta-analytic data of ovarian cancer patients combining 4...
dataOvarian1
Data on time-to-recurrence and 158 gene expressions for 912...
dataOvarian2
Data on time-to-death and 128 gene expressions for 912...
F.KM
Prediction of death using the Kaplan-Meier estimator
F.prediction
Dynamic prediction of death
F.window
Prediction of death
F.windows
Prediction of death
I.spline
I-Spline function
jointCox.indep.reg
Penalized Likelihood Estimation under the Joint Cox Models...
joint.Cox-package
Penalized Likelihood Estimation and Dynamic Prediction under...
jointCox.reg
Penalized Likelihood Estimation under the Joint Cox Models...
M.spline
M-Spline function

Files in this package

joint.Cox
joint.Cox/NAMESPACE
joint.Cox/data
joint.Cox/data/dataOvarian2.rda
joint.Cox/data/dataOvarian1.rda
joint.Cox/data/dataOvarian.rda
joint.Cox/data/datalist
joint.Cox/R
joint.Cox/R/M.spline.R
joint.Cox/R/jointCox.reg.R
joint.Cox/R/I.spline.R
joint.Cox/R/jointCox.indep.reg.R
joint.Cox/R/F.prediction.R
joint.Cox/R/F.window.R
joint.Cox/R/F.KM.R
joint.Cox/R/F.windows.R
joint.Cox/MD5
joint.Cox/DESCRIPTION
joint.Cox/man
joint.Cox/man/jointCox.indep.reg.Rd
joint.Cox/man/I.spline.Rd
joint.Cox/man/M.spline.Rd
joint.Cox/man/F.prediction.Rd
joint.Cox/man/dataOvarian1.Rd
joint.Cox/man/F.windows.Rd
joint.Cox/man/F.KM.Rd
joint.Cox/man/dataOvarian.Rd
joint.Cox/man/jointCox.reg.Rd
joint.Cox/man/dataOvarian2.Rd
joint.Cox/man/joint.Cox-package.Rd
joint.Cox/man/F.window.Rd