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simex (version 1.0)

SIMEX- and MCSIMEX-Algorithm for measurement error models

Description

Implementation of the SIMEX-Algorithm by Cook & Stefanski and MCSIMEX by K�chenhoff, Mwalili & Lesaffre

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Version

Install

install.packages('simex')

Monthly Downloads

1,262

Version

1.0

License

GPL

Maintainer

Wolfgang Lederer

Last Published

July 31st, 2019

Functions in simex (1.0)

extract.covmat

Extracts the covariance matrix

summary.MCSIMEX

Summarizing Model Fits, corrected by the MCSIMEX-method

check.mc.matrix

Check the misclassification matrix

print.SIMEX

Print method for the SIMEX and MCSIMEX class

mcsimex

The Misclassification SIMEX

predict.SIMEX

Predict Method

Overview

Overview over Package simex

misclass

Generates Misclassified Data

simex

Simulation Extrapolation

predict.MCSIMEX

Predict method for the MCSIMEX class

construct.s

Function to construct the s(gamma)-Matrix

refit

Changing the fitting method

diag.block

Constructs a block diagonal matrix

fit.nls

Fits nls-models for the extrapolation step of SIMEX models

summary.SIMEX

Summarizing Model Fits for the SIMEX method

plot.SIMEX

Plot method for the SIMEX- and MCSIMEX-class