tidy_fixed

tidy_fixed.gam

tidy_fixed.coxph

<p>Should intercept also be returned? Defaults to <code>FALSE</code>.</p>

intercept

<p>Given a model object, returns a data frame with columns <code>variable</code>,
<code>coef</code> (coefficient), <code>ci_lower</code> (lower 95% CI) and
<code>ci_upper</code> (upper 95% CI).</p>

internal

The Piece-wise exponential (Additive Mixed) Model
(PAMM; Bender and Scheipl (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 (2018) <doi: 10.1093/biostatistics/kxy003>.
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.

Andreas Bender

pammtools

Piece-Wise Exponential Additive Mixed Modeling Tools for
Survival Analysis

Fabian Scheipl

tidy_fixed function

Extract fixed coefficient table from model object — tidy_fixed

Extract fixed coefficient table from model object

tidy_fixed: Extract fixed coefficient table from model object

Description

Usage

Arguments