Paket: r-cran-riskregression (2022.11.28+ds-1)
Links für r-cran-riskregression
Debian-Ressourcen:
Quellcode-Paket r-cran-riskregression herunterladen:
- [r-cran-riskregression_2022.11.28+ds-1.dsc]
- [r-cran-riskregression_2022.11.28+ds.orig.tar.xz]
- [r-cran-riskregression_2022.11.28+ds-1.debian.tar.xz]
Betreuer:
Externe Ressourcen:
- Homepage [cran.r-project.org]
Ähnliche Pakete:
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.
Andere Pakete mit Bezug zu r-cran-riskregression
|
|
|
|
-
- dep: libblas3
- Grundlegende Unterprogramme für Lineare Algebra, gemeinsame Bibliothek
- oder libblas.so.3
- virtuelles Paket, bereitgestellt durch libatlas3-base, libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial
-
- dep: libc6 (>= 2.29)
- GNU-C-Bibliothek: Laufzeitbibliotheken
auch ein virtuelles Paket, bereitgestellt durch libc6-udeb
-
- dep: libgcc-s1 (>= 3.0)
- GCC Support-Bibliothek
-
- dep: libgomp1 (>= 4.9)
- Unterstützungsbibliothek für GCC OpenMP (GOMP)
-
- dep: libstdc++6 (>= 11)
- GNU-Implementierung der Standard-C++-Bibliothek (Version 3)
-
- dep: r-api-4.0
- virtuelles Paket, bereitgestellt durch r-base-core
-
- dep: r-base-core (>= 4.2.2.20221110-1)
- GNU R - System für statistische Berechnungen und Grafik - Kern
-
- dep: r-cran-cmprsk
- GNU R subdistribution analysis of competing risks
-
- dep: r-cran-data.table (>= 1.12.2)
- GNU R - Erweiterung von data.frame()
-
- dep: r-cran-doparallel
- GNU R foreach parallel adaptor for the parallel package
-
- dep: r-cran-foreach
- GNU R foreach looping support
-
- dep: r-cran-ggplot2 (>= 3.1.0)
- Implementierung der »Grammar of Graphics«
-
- dep: r-cran-lattice
- GNU-R-Paket für »Trellis«-Grafiken
-
- dep: r-cran-lava (>= 1.6.5)
- GNU R latent variable models
-
- dep: r-cran-mets
- GNU R analysis of multivariate event times
-
- dep: r-cran-mvtnorm
- GNU R package to compute multivariate Normal and T distributions
-
- dep: r-cran-plotrix
- GNU R package providing various plotting functions
-
- dep: r-cran-prodlim (>= 2018.4.18)
- GNU R product-limit estimation for Censored Event History Analysis
-
- dep: r-cran-publish
- GNU R format output of various routines
-
- dep: r-cran-ranger
- Fast Implementation of Random Forests
-
- dep: r-cran-rcpp
- GNU-R-Paket für die nahtlose Verflechtung von R und C++
-
- dep: r-cran-rcpparmadillo
- GNU R package for Armadillo C++ linear algebra library
-
- dep: r-cran-rms (>= 5.1.3)
- GNU R regression modeling strategies by Frank Harrell
-
- dep: r-cran-survival (>= 2.44.1)
- GNU-R-Paket für Ereigniszeitanalysen
-
- dep: r-cran-timereg (>= 1.9.3)
- GNU R flexible regression models for survival data
-
- rec: r-cran-testthat
- GNU R testsuite
-
- sug: r-cran-boot
- GNU R-Paket für bootstrapping-Funktionen von Davison und Hinkley
-
- sug: r-cran-gbm
- GNU R package providing Generalized Boosted Regression Models
-
- sug: r-cran-glmnet
- Lasso and Elastic-Net Regularized Generalized Linear Models
-
- sug: r-cran-mgcv
- »GNU R«-Paket für Multiple-Glättungsparameter-Schätzung
-
- 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-pec
- GNU R Prediction Error Curves for risk prediction models in survival
-
- 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-Paket, das den Klassifikator Random Forest implementiert
-
- sug: r-cran-rpart
- GNU-R-Paket für rekursive Partionierung und Regressionsbäume
-
- sug: r-cran-smcfcs
- GNU R multiple imputation of Covariates by substantive model
r-cran-riskregression herunterladen
Architektur | Paketgröße | Größe (installiert) | Dateien |
---|---|---|---|
amd64 | 1.554,2 kB | 2.125,0 kB | [Liste der Dateien] |