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. Author manuscript; available in PMC: 2020 Aug 20.
Published in final edited form as: Intelligence. 2019 May 7;75:48–58. doi: 10.1016/j.intell.2019.01.011

Table 1:

Strengths and limitations of methods for causal inference.

Ruled out by . . .
WF LDSC LCV
Confounding by shared environment Yes Yes No
Confounding by non-shared environment No Yes No
Cross-assortative mating Yes No No
Genetic pleiotropy No No Yes
Reverse causation No No Yes

Each row corresponds to an alternative explanation of the correlation between brain size and intelligence other than the former being a cause of the latter. “Yes” indicates that a positive result obtained with the method given in the column provides evidence against that alternative explanation. A simple yes- or-no answer is always given for the sake of simplicity; consult the text for more nuance. WF, within-family phenotypic association; LDSC, bivariate LD Score regression; LCV, Latent Causal Variable.