summary_logreg: Summary of Simulation Study PartII (logreg)

In LindaNab/simexvsmecor: Comparison of Simex and Mecor for Measurement Error Correction

Description

A dataset containing a summary of the results from the 23 scenarios x 3 methods (= 69)

Usage

summary_logreg

Format

A data frame with 69 rows and 24 variables:

scen_no

scenario no.

nobs

number of observations (sample size)

gamma

γ

tau_sq

τ^2

nrep

number of replicates

phi

φ

beta

estimand

reliability

Var(sodium) / Var(sodium_star)

attenuation

Var(sodium|age) / Var(sodium|age)

bias

bias

bias_mcse

monte carlo standard error of the bias

mse

mean squared error

mse_mcse

monte carlo standard error of the mean squared error

cover

coverage

cover_mcse

monte carlo standard error of the coverage

modelse

model based standard error

modelse_mcse

monte carlo standard error of the model based standard error

empse

empirical standard error

empse_mcse

monte carlo standard error of the empirical standard error

nsim

number of replications

nsim_mcse

monte carlo standard error of the number of replications (NA)

r_sqaured_est

estimated R-squared of Y ~ X + Z

perc_bias

percentage bias

Examples

data("summary_logreg", package = "simexvsmecor")

LindaNab/simexvsmecor documentation built on Dec. 17, 2021, 1:09 a.m.