Package: coxed 0.3.7

"Kropko, Jonathan"

coxed: Duration-Based Quantities of Interest for the Cox Proportional Hazards Model

Functions for generating, simulating, and visualizing expected durations and marginal changes in duration from the Cox proportional hazards model as described in Kropko and Harden (2017) <doi:10.1017/S000712341700045X> and Harden and Kropko (2018) <doi:10.1017/psrm.2018.19>.

Authors:Kropko, Jonathan [aut, cre], Harden, Jeffrey J. [aut]

coxed_0.3.7.tar.gz
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coxed.pdf |coxed.html✨
coxed/json (API)
NEWS

# Install 'coxed' in R:

install.packages('coxed', repos = c('https://jkropko.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jkropko/coxed/issues

Datasets:

boxsteffensmeier - Data from "A Dynamic Analysis of The Role of War Chests in Campaign Strategy" by Janet M. Box-Steffensmeier
martinvanberg - Data from "Wasting Time? The Impact of Ideology and Size on Delay in Coalition Formation" by Lanny W. Martin and Georg Vanberg

On CRAN:

17 exports 23 stars 2.48 score 92 dependencies 1 dependents 1 mentions 130 scripts 513 downloads

Last updated 3 years agofrom:4d43ac4b2b. Checks:ERROR: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	FAIL	Aug 25 2024
R-4.5-win	ERROR	Aug 25 2024
R-4.5-linux	ERROR	Aug 25 2024
R-4.4-win	ERROR	Aug 25 2024
R-4.4-mac	ERROR	Aug 25 2024
R-4.3-win	ERROR	Jul 26 2024
R-4.3-mac	ERROR	Jul 26 2024

Exports:baseline.build baseline.plot bca bootcov2 censor.x coxed coxed.gam coxed.gam.tvc coxed.npsf coxed.npsf.tvc data.plot generate.lm make.margeffect rank.predict sim.survdata survsim.plot user.baseline

Dependencies:backports base64enc boot bslib cachem checkmate cli cluster codetools colorspace cpp11 data.table digest dplyr evaluate fansi farver fastmap fontawesome foreign Formula fs generics ggplot2 glue gridExtra gtable highr Hmisc htmlTable htmltools htmlwidgets isoband jquerylib jsonlite knitr labeling lattice lifecycle lme4 lpSolve magrittr MASS Matrix MatrixModels mediation memoise mgcv mime minqa multcomp munsell mvtnorm nlme nloptr nnet PermAlgo pillar pkgconfig polspline purrr quantreg R6 rappdirs RColorBrewer Rcpp RcppEigen rlang rmarkdown rms rpart rstudioapi sandwich sass scales SparseM stringi stringr survival TH.data tibble tidyr tidyselect tinytex utf8 vctrs viridis viridisLite withr xfun yaml zoo

Vignettes and/or manual for this package failed to build, some documents may be unavailable. Please inspect thebuild logs for more information.

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Duration-Based Quantities of Interest and Simulation Methods for the Cox Proportional Hazards Model	coxed-package
Generate simulated baseline hazard, cumulative hazard, survival, failure PDF, and failure CDF functions	baseline.build
Plot the simulated baseline functions	baseline.plot
Bias-corrected and accelerated confidence intervals	bca
Boostrapping algorithm for 'coxed'	bootcov2
Data from "A Dynamic Analysis of The Role of War Chests in Campaign Strategy" by Janet M. Box-Steffensmeier	boxsteffensmeier
Generate right-censoring to be dependent on the data	censor.x
Expected durations and marginal changes in expected duration from the Cox proportional hazards model	coxed
Predict expected durations using the GAM method	coxed.gam
Predict expected durations using the GAM method with time-varying covariates	coxed.gam.tvc
Predict expected durations using the GAM method	coxed.npsf
Predict expected durations using the GAM method with time-varying covariates	coxed.npsf.tvc
Plot the histograms of simulated data	data.plot
Generate simulated durations using a baseline survivor function and proportional hazards	generate.lm
Calculating a simulated marginal effect	make.margeffect
Data from "Wasting Time? The Impact of Ideology and Size on Delay in Coalition Formation" by Lanny W. Martin and Georg Vanberg	martinvanberg
Generate predicted ranks for new observations given a new covariate profile	rank.predict
Simulating duration data for the Cox proportional hazards model	sim.survdata
The mean or median expected duration	summary.coxedExpdur
Marginal changes in expected duration	summary.coxedMargin
Plot the simulated baseline functions and histograms of simulated data	survsim.plot
Calculating baseline functions from a user-specified baseline hazard function	user.baseline