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dynpred (version 0.1.2)
Companion Package to "Dynamic Prediction in Clinical Survival Analysis"
Description
The dynpred package contains functions for dynamic prediction in survival analysis.
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Version
0.1.2
0.1.1
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Install
install.packages('dynpred')
Monthly Downloads
266
Version
0.1.2
License
GPL (>= 2)
Maintainer
Hein Putter
Last Published
July 13th, 2015
Functions in dynpred (0.1.2)
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AUC
Calculate AUC(t) curve
EBMT data
Data from the European Society for Blood and Marrow Transplantation (EBMT)
dynpred-package
The companion package of the book "Dynamic Prediction in Survival Analysis"
Ovarian cancer data
Data originate from two clinical trials on the use of different combination chemotherapies, carried out in The Netherlands around 1980
cindex
Calculate Harrell's c-index
CVPL
Calculate cross-validated log-partial likelihood (with shrinkage)
CVcindex
Calculate cross-validated c-index
pe
Calculate prediction error curve
deb
Debugging function
pew
Calculate dynamic prediction error curve
evalstep
Evaluate step function at a set of new time points
cutLM
Create landmark data set
scatterplot
Create scatter plot with imputed survival times
NKI breast cancer clinical data
Clinical and follow-up data of breast cancer patients as collected in the Dutch Cancer Institute (NKI) in Amsterdam
WBC measurements data
Data from the Benelux CML study
toleranceplot
Create a tolerance plot
WBC follow-up data
Data from the Benelux CML study
Fwindow
Calculate dynamic "death within window" curve
AUCw
Calculate dynamic AUC(t) curve