Package: tsriadditive 1.0.0

tsriadditive: Two Stage Residual Inclusion Additive Hazards Estimator

Programs for A.Ying, R. Xu and J. Murphy. 'Two-Stage Residual Inclusion under the Additive Hazards Model - An Instrumental Variable Approach with Application to SEER-Medicare Linked Data.' Statistics in Medicine, to appear, 2018.

Authors:Andrew Ying [aut, cre]

tsriadditive_1.0.0.tar.gz
tsriadditive_1.0.0.zip(r-4.7)tsriadditive_1.0.0.zip(r-4.6)tsriadditive_1.0.0.zip(r-4.5)
tsriadditive_1.0.0.tgz(r-4.6-any)tsriadditive_1.0.0.tgz(r-4.5-any)
tsriadditive_1.0.0.tar.gz(r-4.7-any)tsriadditive_1.0.0.tar.gz(r-4.6-any)
tsriadditive_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
tsriadditive/json (API)

# Install 'tsriadditive' in R:
install.packages('tsriadditive', repos = c('https://andrewyyp.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/andrewyyp/tsriadditive/issues

On CRAN:

Conda:

2.00 score 133 downloads 0 exports 3 dependencies

Last updated from:343ba09578. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK102
source / vignettesOK139
linux-release-x86_64OK112
macos-release-arm64OK93
macos-oldrel-arm64OK78
windows-develOK99
windows-releaseOK70
windows-oldrelOK73
wasm-releaseOK88

Exports:

Dependencies:latticeMatrixsurvival

Readme and manuals

Help Manual

Help pageTopics
The baseline hazards functionbaselineest
the confidence interval for our beta estimatorbetaconfint
betavarest functionbetavarest
The finite dimensional coefficients estimatorcoefest
Dhatt functionDhatt
Ehatt functionEhatt
EThetaEpart functionEThetaEpart
Ghatt functionGhatt
Gint functionGint
GZ_int functionGZint
A hazard prediction functionhazardpred
hazardpredvarest functionhazardpredvarest
leadpart functionleadpart
the pointwise lower confidence interval for the survival curvelowerconfint
Omega inverse functionomegainv
pihatt functionpihatt
plot function associated with our classplot.tsriadditive
the predict function associated with our classpredict.tsriadditive
the print function associated with our classprint.tsriadditive
psihat functionpsihat
qhatt functionqhatt
qprimehatt functionqprimehatt
qprimepihatt functionqprimepihatt
regadditivefit functionregadditivefit
regcompadditivefit functionregcompadditivefit
regsuradditivefit functionregsurvadditivefit
A scoreprocess functionscoreprocess
sigmaone functionsigmaone
sigmathree functionsigmathree
sigmatwo functionsigmatwo
sone functionsone
the summary function associated with our classsummary.tsriadditive
A survival prediction functionsurvivalpred
the pointwise confidence interval for the survival curvesurvprobconfint
szero functionszero
szeroint functionszeroint
tsriadditive generictsriadditive
fit an additive hazards model with two stage residual inclusion methodtsriadditive.default
fit an additive hazard using two stage residual inclusion methodtsriadditivefit
fit an additive hazard without using IV method under competing risks settingstsricompadditivefit
fit an additive hazard using IV method under survival settingstsrisurvadditivefit
the pointwise upper confidence interval for the survival curveupperconfint
YGint functionYGint
Yint functionYint
Zbar functionZbar
Zint functionZint