Balík: r-cran-pammtools (0.5.8-1)

[ Zdroj: r-cran-pammtools  ]

GNU R piece-wise exponential additive mixed modeling tools

This package provides piece-wise exponential additive mixed modeling tools for survival analysis. The Piece-wise exponential (Additive Mixed) Model (PAMM; Bender and others (2018) <doi: 10.1177/1471082X17748083>) is a powerful model class for the analysis of survival (or time-to- event) data, based on Generalized Additive (Mixed) Models (GA(M)Ms). It offers intuitive specification and robust estimation of complex survival models with stratified baseline hazards, random effects, time-varying effects, time-dependent covariates and cumulative effects (Bender and others (2019)), as well as support for left-truncated, competing risks and recurrent events data. pammtools provides tidy workflow for survival analysis with PAMMs, including data simulation, transformation and other functions for data preprocessing and model post-processing as well as visualization.

Ostatné balíky súvisiace s balíkom r-cran-pammtools

• dep: r-api-4.0

  virtuálny balík poskytovaný balíkom r-base-core

• dep: r-base-core (>= 4.1.2-1)

  jadro GNU R na štatistické výpočty a grafický systém

• dep: r-cran-checkmate

  GNU R fast and versatile argument checks

• dep: r-cran-dplyr (>= 1.0.0)

  GNU R grammar of data manipulation

• dep: r-cran-formula

  balík GNU R vzorcov rozšírených modelov

• dep: r-cran-ggplot2 (>= 3.2.2)

  implementácia Gramatiky grafiky

• dep: r-cran-lazyeval

  GNU R lazy (non-standard) evaluation

• dep: r-cran-magrittr

  GNU R - operátor dopredná rúra

• dep: r-cran-mgcv

  balík GNU R na odhad viacerých parametrov vyhladzovania

• dep: r-cran-mvtnorm

  balík GNU R na výpočet viacrozmerných normálnych a T rozdelení

• dep: r-cran-pec

  GNU R Prediction Error Curves for risk prediction models in survival

• dep: r-cran-purrr (>= 0.2.3)

  GNU R functional programming tools

• dep: r-cran-rlang

  Functions for Base Types and Core R and 'Tidyverse' Features

• dep: r-cran-survival (>= 2.39-5)

  balík GNU R na analýzu prežitia

• dep: r-cran-tibble

  GNU R Simple Data Frames

• dep: r-cran-tidyr (>= 1.0.0)

  GNU R package to easily tidy data

• dep: r-cran-vctrs (>= 0.3.0)

  GNU R vector helpers

• rec: r-cran-testthat

  GNU R testsuite

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