Skip to content
Sections
>> Trisquel >> Пакеты >> aramo >> gnu-r >> r-cran-riskregression
aramo  ]
[ Источник: r-cran-riskregression  ]

Пакет: r-cran-riskregression (2021.10.10+ds-2)

GNU R Risk Regression Models and Prediction Scores for Survival

Analysis with Competing Risks Implementation of the following methods for event history analysis. Risk regression models for survival endpoints also in the presence of competing risks are fitted using binomial regression based on a time sequence of binary event status variables. A formula interface for the Fine-Gray regression model and an interface for the combination of cause-specific Cox regression models. A toolbox for assessing and comparing performance of risk predictions (risk markers and risk prediction models). Prediction performance is measured by the Brier score and the area under the ROC curve for binary possibly time-dependent outcome. Inverse probability of censoring weighting and pseudo values are used to deal with right censored data. Lists of risk markers and lists of risk models are assessed simultaneously. Cross-validation repeatedly splits the data, trains the risk prediction models on one part of each split and then summarizes and compares the performance across splits.

Другие пакеты, относящиеся к r-cran-riskregression

  • зависимости
  • рекомендации
  • предложения
  • sug: r-cran-boot
    GNU R package for bootstrapping functions from Davison and Hinkley
  • sug: r-cran-gbm
    GNU R package providing Generalized Boosted Regression Models
  • sug: r-cran-mgcv
    GNU R package for multiple parameter smoothing estimation
  • sug: r-cran-nnls
    GNU R package for non-negative least squares (the Lawson-Hanson algorithm)
  • sug: r-cran-numderiv
    GNU R package for accurate numerical derivatives
  • sug: r-cran-party
    GNU R laboratory for recursive partytioning
  • sug: r-cran-proc
    Display and Analyze ROC Curves
  • sug: r-cran-r.rsp
    Dynamic Generation of Scientific Reports
  • sug: r-cran-randomforest
    GNU R package implementing the random forest classificator
  • sug: r-cran-rpart
    GNU R package for recursive partitioning and regression trees
  • sug: r-cran-smcfcs
    GNU R multiple imputation of Covariates by substantive model

Загрузка r-cran-riskregression

Загрузить для всех доступных архитектур
Архитектура Размер пакета В установленном виде Файлы
amd64 1 494,8 Кб2050 Кб [список файлов]
arm64 1 471,3 Кб1962 Кб [список файлов]
armhf 1 469,7 Кб1837 Кб [список файлов]
ppc64el 1 536,0 Кб2230 Кб [список файлов]