Diagnostic accuracy data

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Description

Five data frames with diagnostic accuracy data from binary test outcomes.

Usage

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5
data("AuditC")
data("Dementia")
data("IAQ")
data("SAQ")
data("smoking")

Format

Five data frames. The data set smoking combines the IAQ and SAQ data sets and is the only one with 5 variables.

TP

numeric. number of true positives

FN

numeric. number of false negatives

FP

numeric. number of false positives

TN

numeric. number of true negatives

type

factor. self-administered or interviewer-administered questionnaire

Details

The AuditC data is from Kriston et al. (2008). The Dementia from Mitchell (2009) and the SAQ and IAQ data are subsets from the data in Patrick et al. (1994), while smoking is the complete data.

Source

Kriston, L., H\"oelzel, L., Weiser, A., Berner, M., & Haerter, M. (2008).“ Meta-analysis: Are 3 Questions Enough to Detect Unhealthy Alcohol Use?” Annals of Internal Medicine, 149, 879–888.

Mitchell, A. (2009). “A meta-analysis of the accuracy of the mini-mental state examination in the detection of dementia and mild cognitive impairment.” Journal of Psychiatric Research, 43, 411–431.

Patrick, D., Cheadle, A., Thompson, D., Diehr, P., Koepsell, T., & Kinne, S. (1994). “The validity of self-reported smoking: a review and meta-analysis.” American Journal of Public Health, 84, 1086–1093.