Sentence examples for for causal inference from inspiring English sources

If you become increasingly skeptical of the results of your data analysis, you're going to become increasingly reliant on these tools for causal inference in observational studies.

In this subsection, we discuss a methodology for causal inference in observational data.

However, the value of this association for causal inference is uncertain.

The Bradford Hill criteria are the best available criteria for causal inference.

However, well-conducted quasi-experimental studies can provide strong evidence for causal inference.

We review the causal inference problem in social epidemiology, and the potential for causal inference in randomized social interventions.

This paper describes the potential outcomes framework for causal inference and best practices for designing observational studies with propensity scores.

For design issues, sampling and generalizabilty as well as randomized and quasi-experimental designs for causal inference are discussed.

In other words, the variable d is assumed endogenous, whereas exogeneity is required for causal inference using OLS and decomposition (I) [10].

Developing a well articulated counterfactual proposition is a crucial component of the necessary conditions for causal inference with LSAs and so I discuss this issue at length next.

We include mainly papers that exploit experimental or quasi-experimental settings.1 Those methods have proven to be the most accurate for causal inference.