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eha (version 2.4-4)

Event History Analysis

Description

Sampling of risk sets in Cox regression, selections in the Lexis diagram, bootstrapping. Parametric proportional hazards fitting with left truncation and right censoring for common families of distributions, piecewise constant hazards, and discrete models. AFT regression for left truncated and right censored data. Binary and Poisson regression for clustered data, fixed and random effects with bootstrapping.

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Version

Install

install.packages('eha')

Monthly Downloads

2,858

Version

2.4-4

License

GPL (>= 2)

Maintainer

Göran Broström

Last Published

September 21st, 2016

Functions in eha (2.4-4)

check.surv

Check the integrity of survival data.
fert

Marital fertility nineteenth century
coxreg.fit

Cox regression
cal.window

Calendar time cut of survival data
coxreg

Cox regression
age.window

Age cut of survival data
cro

Creates a minimal representation of a data frame.
aftreg.fit

Parametric proportional hazards regression
EV

The EV Distribution
check.dist

Graphical goodness-of-fit test
ghq

Gauss-Hermite
glmmboot

Generalized Linear Models with fixed effects grouping
Gompertz

The Gompertz Distribution
geome.fit

Constant intensity discrete time proportional hazards
hweibull

The (Cumulative) Hazard Function of a Weibull Distribution
glmmML.fit

Generalized Linear Model with random intercept
glmmML

Generalized Linear Models with random intercept
join.spells

Straighten up a survival data frame
infants

Infant mortality and maternal death, Sweeden 1821--1894.
glmmbootFit

Generalized Linear Models with fixed effects grouping
make.communal

Put communals in "fixed" data frame
Makeham

The Gompertz-Makeham Distribution
male.mortality

Male mortality in ages 40-60, nineteenth century
logrye

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

The Loglogistic Distribution
oldmort

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

Male mortality in ages 40-60, nineteenth century
mlreg

ML proportional hazards regression
ltx

LaTeX printing of coxreg results.
Lognormal

The Lognormal Distribution
phreg.fit

Parametric proportional hazards regression
phfunc

Loglihood function of a proportional hazards regression
pch

The Piecewise constant hazards (Pch) distribution
piecewise

Piecewise hazards
plot.coxreg

Plot method for coxreg objects
plot.aftreg

Plots output from an AFT regression
perstat

Period statistics
plot.hazdata

Plots of survivor functions.
phreg

Parametric Proportional Hazards Regression
plot.phreg

Plots output from a phreg regression
plot.Surv

Plots of survivor functions.
print.aftreg

Prints aftreg objects
plot.weibreg

Plots output from a Weibull regression
print.glmmML

Prints a 'glmmML' object.
print.glmmboot

Prints a 'glmmML' object.
print.phreg

Prints phreg objects
print.coxreg

Prints coxreg objects
print.risksets

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

Prints weibreg objects
risksets

Finds the compositions and sizes of risk sets
summary.glmmML

Summary of a glmmML object
summary.glmmboot

Summary of a glmmboot object
summary.coxreg

Prints coxreg objects
toTime

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

Prints phreg objects
scania

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

Weibull regression
summary.aftreg

Prints aftreg objects
swe07

Swedish population and deaths in ages 61--80, 2007.
weibreg

Weibull Regression
table.events

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

Prints a weibreg object
SurvSplit

Split a survival object at specified durations.
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.