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eha

Event History Analysis

Parametric proportional hazards fitting with left truncation and right censoring for common families of distributions, piecewise constant hazards, and discrete models. Parametric accelerated failure time models for left truncated and right censored data. Proportional hazards models for tabular and register data. Sampling of risk sets in Cox regression, selections in the Lexis diagram, bootstrapping. Broström (2012) <doi:10.1201/9781315373942>.

Functions (84)

The EV Distribution

Gompertz

The Gompertz Distribution

Loglogistic

The Loglogistic Distribution

Lognormal

The Lognormal Distribution

Pch

The Piecewise Constant Hazards distribution.

SurvSplit

Split a survival object at specified durations.

Weibull

The (Cumulative) Hazard Function of a Weibull Distribution

aftreg

Accelerated Failure Time Regression

aftreg.fit

Parametric proportional hazards regression

age.window

Age cut of survival data

cal.window

Calendar time cut of survival data

check.dist

Graphical goodness-of-fit test

check.surv

Check the integrity of survival data.

child

Child mortality, Skellefteå, Sweeden 1850–1900.

compHaz

Graphical comparison of cumulative hazards

coxfunk

Loglihood function (partial likelihood) of a Cox regression

coxreg

Cox regression

coxreg.fit

Cox regression

coxreg2

Cox regression

cro

Creates a minimal representation of a data frame.

eha-package

eha: Event History Analysis

fert

Marital fertility nineteenth century

frail.fit

Frailty experiment

geome.fit

Constant intensity discrete time proportional hazards

hazards

Get baseline hazards atoms from fits from

import_Surv

Surv function imported from survival

import_strata

strata function imported from survival

infants

Infant mortality and maternal death, Sweeden 1821–1894.

join.spells

Straighten up a survival data frame

logrank

The Log-rank test

logrye

Rye prices, Scania, southern Sweden, 1801-1894.

ltx

LaTeX printing of regression results.

ltx2

LaTeX atrenative printing of regression results.

make.communal

Put communals in "fixed" data frame

makeham

The Gompertz-Makeham Distribution

male.mortality

Male mortality in ages 40-60, nineteenth century

mlreg

ML proportional hazards regression

mort

Male mortality in ages 40-60, nineteenth century

Create an oe object

oldmort

Old age mortality, Sundsvall, Sweden, 1860-1880.

pchreg

Piecewise Constant Proportional Hazards Regression

perstat

Period statistics

phfunc

Loglihood function of a proportional hazards regression

phreg

Parametric Proportional Hazards Regression

phreg.fit

Parametric proportional hazards regression

piecewise

Piecewise hazards

plot.aftreg

Plots output from an AFT regression

plot.coxreg

Plot method for coxreg objects

plot.hazdata

Plots of hazdata objects.

plot.logrank

Plots of hazdata objects.

plot.phreg

Plots output from a phreg regression

plot.tpchreg

Plots output from a tpchreg regression

plot.weibreg

Plots output from a Weibull regression

plotHaz

Graphical comparing of cumulative hazards

print.aftreg

Prints aftreg objects

print.coxreg

Prints coxreg objects

print.logrank

Prints logrank objects

print.phreg

Prints phreg objects

print.risksets

Prints a summary of the content of a set of risk sets.

print.summary.aftreg

Prints summary.aftreg objects

print.summary.coxreg

Prints summary.coxreg objects

print.summary.phreg

Prints summary.phreg objects

print.summary.tpchreg

Prints summary.tpchreg objects

print.tpchreg

Prints tpchreg objects

print.weibreg

Prints weibreg objects

regtable

Retrieves regression tables

risksets

Finds the compositions and sizes of risk sets

scania

Old age mortality, Scania, southern Sweden, 1813-1894.

summary.aftreg

Prints aftreg objects

summary.coxreg

A summary of coxreg objects.

summary.phreg

A summary of phreg objects.

summary.tpchreg

Summary for tpchreg objects

summary.weibreg

Prints a weibreg object

swedeaths

Swedish death data, 1969-2020.

swepop

Swedish population data, 1969-2020.

table.events

Calculating failure times, risk set sizes and No. of events in each risk set

toBinary

Transforms a "survival" data frame into a data frame suitable for binary (logistic) regression

toDate

Convert time in years since "0000-01-01" to a date.

toTime

Calculate duration in years from "0000-01-01" to a given date

toTpch

Transform survival data to tabular form

tpchreg

Proportional hazards regression with piecewise constant hazards and tabular data.

weibreg

Weibull Regression

weibreg.fit

Weibull regression

wfunk

Loglihood function of a Weibull regression

eha

Event History Analysis

v2.10.0

GPL (>= 2)

Authors

Göran Broström [aut, cre], Jianming Jin [ctb]

Initial release

2022-04-17

eha

Functions (84)

eha

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