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FamEvent (version 2.1)

Family Age-at-Onset Data Simulation and Penetrance Estimation

Description

Simulates age-at-onset traits associated with a segregating major gene in family data obtained from population-based, clinic-based, or multi-stage designs. Appropriate ascertainment correction is utilized to estimate age-dependent penetrance functions either parametrically from the fitted model or nonparametrically from the data. The Expectation and Maximization algorithm can infer missing genotypes and carrier probabilities estimated from family's genotype and phenotype information or from a fitted model. Plot functions include pedigrees of simulated families and predicted penetrance curves based on specified parameter values. For more information see Choi, Y.-H., Briollais, L., He, W. and Kopciuk, K. (2021) FamEvent: An R Package for Generating and Modeling Time-to-Event Data in Family Designs, Journal of Statistical Software 97 (7), 1-30. .

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Version

Install

install.packages('FamEvent')

Monthly Downloads

322

Version

2.1

License

GPL (>= 2.0)

Maintainer

YunHee Choi

Last Published

March 17th, 2021

Functions in FamEvent (2.1)

penplot

Plot penetrance functions
penetrance

Penetrance function and confidence intervals
plot.penmodel

Plot method for penmodel
FamEvent-package

Family age-at-onset data simulation and penetrance estimation
LSfam

Ontario Lynch Syndrom families
carrierprob

Compute mutation carrier probabilities for individuals with missing gentoypes
fampower

Simulation-based power calculation for genetic effect
penmodel

Fit a penetrance model
plot.simfam

Plot method for simfam or Plot pedigrees
penmodelEM

EM algorithm for estimating the penetrance model with missing genotypes
summary.simfam

Summary method for simfam
print.penmodel

Print method for penmodel.
simfam

Generate familial time-to-event data
summary.penmodel

Summary method for class penmodel
print.summary.penmodel

Print method for summary.penmodel of a fitted penetrance model.