Sentence examples for causal inference for from inspiring English sources

Imbens, Rubin, Causal Inference for Statistical Social Science, 2015.

Stresses the theory and practice of randomized experimentation, AB testing and the importance of causal inference for marketing strategy.

His current research interests lie in causal inference for network science, digital experimentation, quantitative marketing & statistical machine learning.

We develop finite-population asymptotic theory for covariate adjustment in randomization-based causal inference for 2K factorial designs.

Sobel, M.E., Madigan, D. and Wang, W., (2016), "Causal Inference for Meta- Analysis and Multi-Level Data Structures, with Application to Randomized Studies of Vioxx," Psychometrika, in press.

I teach Causal Inference for Social Science, one of the courses for the data science track in the political science major.

The study was cross-sectional, cautioning against drawing causal inferences, for example, between PTE exposure and psychotic-like symptoms [ 12, 39].

The primary limitation is the design that was used, in the sense that cross-sectional studies do not permit ascertaining causal inferences for the effects of the dependent variables on the outcomes.

The use of a cross-sectional design precludes the ability to draw causal inferences (for example, although it is assumed that treatment satisfaction has a more substantial effect on HRQoL than vice versa, both reverse causation and other causal explanations cannot be ruled out).

We have extended work done by others (10, 13, 45, 49, 64) in deriving closed-form solutions to the identification equations for the causal inference estimands for general linear SEMs that include intermediate confounders.

Section 4 discusses the roles and implications of paradoxical data for theories of causal inference and for analyses of causal relations in terms of probabilities.