Partial Verification Bias Correction for Diagnostic Accuracy


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Documentation for package ‘PVBcorrect’ version 0.3.1

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PVBcorrect-package PVBcorrect: A package to perform partial verification bias correction for estimates of accuracy measures in diagnostic accuracy studies
acc_bg PVB correction by Begg and Greenes' method with asymptotic normal CI
acc_cca Complete Case Analysis, CCA
acc_dg1 PVB correction by Begg and Greenes' method 1 (deGroot et al, no covariate)
acc_dg2 PVB correction by Begg and Greenes' method 2 (deGroot et al, one covariate)
acc_ebg PVB correction by extended Begg and Greenes' method
acc_em PVB correction by EM-based logistic regression method
acc_ipb PVB correction by inverse probability bootstrap sampling (IPB)
acc_ipw PVB correction by Inverse Probability Weighting Estimator method
acc_mi PVB correction by multiple imputation
acc_sipw PVB correction by scaled inverse probability weighted resampling (SIPW)
acc_sipwb PVB correction by scaled inverse probability weighted balanced resampling (SIPW-B).
cad_pvb SPECT Thallium test data set
diapha_pvb Diaphanography test data set
hepatic_pvb Hepatic scintigraphy test data set
PVBcorrect PVBcorrect: A package to perform partial verification bias correction for estimates of accuracy measures in diagnostic accuracy studies
view_table Test vs Disease/Gold Standard cross-classification table