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. Author manuscript; available in PMC: 2016 Jan 1.
Published in final edited form as: J R Stat Soc Ser C Appl Stat. 2014 Dec 5;64(3):469–489. doi: 10.1111/rssc.12087

Table 1.

Possible data outcomes and probabilities for study i (i=1, . . ., m). In each cell, the first row shows the observed count, the second row shows the corresponding conditional probability of test outcome given disease status in case-control studies, or the corresponding probability of cell memberships in cohort studies.

Disease Status by a Gold Standard Test (D)
Diagnostic test (T) 1a. Case-control studies (i=1, 2, . . ., m1) 1b. Cohort studies (i=m1+1, m1+2, . . ., m)
Disease (+) Non-disease (−) Disease (+) Non-disease (−)
Positive (T+) ni11
Sei
ni10
1 – Spi
ni11
πiSei
ni10
(1 – πi) (1 – Spi)
Negative (T−) ni01
1 – Sei
ni00
Spi
ni01
πi (1 – Sei)
ni00
(1 – πi)Spi
Total ni1
1
ni0
1
n i1
π i
ni0
1 – πi