multilevelIVcopulaCorrection is
improved with the corrections proposed by Qian, Koschmann, and Xie
(2024).dataCopDisCont with a new onelatentIV on
M1mac.multilevelIV matrices could not be
constructed if all groups were of the same size. Thanks to pinson06 for
reporting.copulaCorrection method with a single endogenous
regressor the correlation coefficient rho was wrongly constraint to [0,
1] instead of to [-1, 1]. Further, rho was not included in parts of the
calculations. Special thanks to Fredrik Falkenström for reporting this
observation!copulaCorrection with a single
endogenous regressorhetErrorsIV to
detect weak instrumentscopulaCorrection
case 1 is refactored and implemented using Rcpp and RcppEigen what makes
it considerably fasterdataHetIVpredict for
every modelcopulaCorrectionmultilevelIV to their
linking, users can supply a parameter lmer.controlconfint if there are NAs in the bootstrapped
estimates for copulaCorrectionmultilevelIV are more
consistent and independent of data sorting due to different standard
settings for fitting lmercopualCorrection
result in fewer NAs when using L-BFGS-B as optimization methodcopulaCorrection also
bootstraps parameter estimatescopulaCorrection
was adapted to reflect that standard errors are bootstrappedlabels because of
inconsistent behavior across methodscopulaCorrection case 1 is now
considerably fasterdataMultilevelIVlatentIV is constructed as in the
paper by Ebbes et al. what improves results. Special thanks to Jordan
Henderson for investigating and pointing this out!latentIV, the parameter for group membership
(theta5) is now transformed back and reported
correctly.latentIV is corrected for the
transformation in theta5.copulaCorrection case 1 now
creates samples of the same length as the original datacopulaCorrection now rely on bootstrapingmultilevelIV and accompanying data
was added back to the packageREndo-introduction was added to showcase
package usageoptimx.args to tweak the
LL optimization to their likingconfint was added for methods
latentIV and copulaCorrectiondataHetIVsigma used
in copulaCorrection was constrained to > 0verbose allows to turn on or off
printinglatentIV and copualCorrection
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