Local Partial Likelihood Estimation and Simultaneous Confidence Band

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Documentation for package ‘lpl’ version 0.15

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lpl-package Local Partial Likelihood Boostrap test
asymSCB Local partial likelihood estimate (LPLE) method to fit biomarker Models
brierScore The Brier Score and Integrated Brier Score (IBS)
bstrp Local partial likelihood bootstrap (LPLB) method to fit biomarker Models
coxcumhaz Baseline Hazard, Cumulative Hazard and Survival Functions for a Cox Model
coxlogLik Compute the Log-Likelihood for a Cox Proportional Hazards Model
coxScoreHess Calculate the Score vector / Hessian matrix for the Cox model
csv Print an Object in Comma-Separated (CSV) Style
csv.coxph Print an Object in Comma-Separated (CSV) Style
csv.default Print an Object in Comma-Separated (CSV) Style
csv.lm Print an Object in Comma-Separated (CSV) Style
csv.matrix Print an Object in Comma-Separated (CSV) Style
csv.survfit Print an Object in Comma-Separated (CSV) Style
dsurv The Survival Distribution
ibs The Brier Score and Integrated Brier Score (IBS)
ibs.coxph The Brier Score and Integrated Brier Score (IBS)
ibs.default The Brier Score and Integrated Brier Score (IBS)
ibs.lple The Brier Score and Integrated Brier Score (IBS)
ibs.Surv The Brier Score and Integrated Brier Score (IBS)
IPCW Inverse probability of censoring weighting (IPCW)
ipcw Inverse probability of censoring weighting (IPCW)
K_func Local partial likelihood estimate (LPLE) method to fit biomarker Models
lpl-doc Local Partial Likelihood Boostrap test
lpl.control Auxiliary function for lpl fitting
lplb Local partial likelihood bootstrap (LPLB) method to fit biomarker Models
lplb.default Local partial likelihood bootstrap (LPLB) method to fit biomarker Models
lplb.formula Local partial likelihood bootstrap (LPLB) method to fit biomarker Models
lplDemoData Local partial likelihood estimate (LPLE) method to fit biomarker Models
lple Local partial likelihood estimate (LPLE) method to fit biomarker Models
lple.default Local partial likelihood estimate (LPLE) method to fit biomarker Models
lple.formula Local partial likelihood estimate (LPLE) method to fit biomarker Models
lple_fit Local partial likelihood estimate (LPLE) method to fit biomarker Models
lple_se Local partial likelihood estimate (LPLE) method to fit biomarker Models
maxTest Local partial likelihood bootstrap (LPLB) method to fit biomarker Models
multiRoot m-Dimensional Root (Zero) Finding
numHessian Calculate Hessian or Information Matrix
numJacobian Calculate the Score / Jacobian Function
numScore Calculate the Score / Jacobian Function
oddsRatio Odds Ratios and Confidence Intervals for a Logistic Regression
plot.lple The Plot Function of lple
predict.lple predict a lple object
print.lplb print a lplb object
print.lple print a lple object
psurv The Survival Distribution
qsurv The Survival Distribution
rcoxph The Survival Distribution
residuals.lple predict a lple object
rmst The restricted mean survival time (RMST)
rmst.coxph The restricted mean survival time (RMST)
rmst.default The restricted mean survival time (RMST)
rmst.Surv The restricted mean survival time (RMST)
rmstFit The restricted mean survival time (RMST)
rsurv The Survival Distribution
softmax Softmax Activation Function
survfit.lple Compute a Survival Curve from a Local Linear Partial Likelihood Estimate.