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. Author manuscript; available in PMC: 2023 May 1.
Published in final edited form as: Epidemiology. 2022 May 1;33(3):354–361. doi: 10.1097/EDE.0000000000001469

Table.

Weighting schemes for case–cohort designs.

Type of case–cohort design Cases not in sub-cohort Non-cases in sub-cohort Cases in sub-cohort

Simple All cases selected; Selection probability of sub-cohort = x%
TY-ε to TY: w=1.0 w= 1/x% T0 to TY-ε: w= 1/x%
TY-ε to TY: w=1.0

Covariate-stratified All cases selected; Sub-cohort selection probabilities of xA% (Group A) and xB% (Group B)
Group A TY-ε to TY: w=1.0 w= 1/xA% T0 to TY-ε: w= 1/xA%
TY-ε to TY: w=1.0
Group B TY-ε to TY: w=1.0 w= 1/xB% T0 to TY-ε: w= 1/xB%
TY-ε to TY: w=1.0

Outcome-stratified 100% of type I and y% of type II cases selected; Sub-cohort selection probability x% for all
Type I:
TY-ε to
TY: w=1.0
Type II: TY-ε to TY:
w=1y%+x%(x%*y%)
w= 1/x% Type I:
T0 to TY-ε:
w= 1/x%
TY-ε to TY: w=1.0
Type II:
T0 to TY-ε: w= 1/x%
TY-ε to TY:
w=1y%+x%(x%*y%)

Covariate- and Outcome-stratified 100% of type I and y% of type II cases selected; Sub-cohort selection probabilities of xA% (Group A) and xB% (Group B)a
Group A Type I:
TY-ε to TY: w=1.0
Type II:
TY-ε to TY:
w=1y%+xA%xA%*y%
w= 1/xA% Type I:
T0 to TY-ε:
w= 1/xA%
TY-ε to TY: w=1.0
Type II:
T0 to TY-ε: w= 1/xA%
TY-ε to TY:
w=1y%+xA%xA%*y%
Group B Type I:
TY-ε to TY: w=1.0
Type II: TY-ε to TY:
w=1y%+xB%xB%*y%

w= 1/xB%
Type I:
T0 to TY-ε:
w= 1/xB%
TY-ε to TY: w=1.0
Type II:
T0 to TY-ε: w= 1/xB%
TY-ε to TY:
w=1y%+xB%xB%*y%

Case-independent designs Selection probability of cases = v%; Selection probability of non-cases = z%
w=1/v% w= 1/z% w=1/v%

W = weight;T0 = Start of follow-up; TY = Event time, ε= a very small number (less than a unit increase on your time scale)

a

Assumes case selection independent of group selection, but if this is not the case the weights can be calculated separately for each group/subtype combination (e.g. selecting yA% of type II cases in group A but yB% of type II cases in group B)