Sentence examples for causal matching from inspiring English sources

Then, the lag lead structure is searched as the optimal path in the distance matrix landscape that minimizes the total mismatch between the two time series, and that obeys a one-to-one causal matching condition.

Does Causal Principle 2 allow us to say that N is present in the causally matching hallucinatory case, as (CKA) predicts?

There is another version of the causal argument that can be used to put pressure on the disjunctivist to accept that there is a common element to veridical perception and causally matching hallucination.

In causal inference a matching algorithm assigns a subset of control units to each treated unit.

To calculate the effect of an intervention, the causal model has to be known, that is the unique factorization of the joint distribution into conditional probabilities matching the causal dependencies over the random variables.

But only one of the causal connections would be valid in the sense of matching the world's causal structure (η3B if Figure 3 depicts the true causal structure) even though the other optional latents (η3A and η3C) could be made to match the covariance between the y5 and y6 indicators via compensating (but incorrect or "biased") estimates of the effect leading from the selected latent to y6.

In the simulation for an event to occur, at least one sufficient cause has to occur, which comprises the occurrence of two matched causal components and absence of any competing event.

It only requires a set of observable covariates for matching and to determine causal effects of treatment on the outcome variable (Heckman and Vytlacil 2007).

We used causal diagrams to explain why such matching not only fails to remove confounding bias, but also adds colliding bias, and why both types of bias are removed by conditioning on the matched confounder(s).

Considering these limitations, the current study uses a rigorous, propensity score matching approach to estimate the causal effect of experiencing child physical abuse on adult dating violence among a large sample of South Korean emerging adults.

"No other conceivable causal influence... comes remotely close to matching the influence of parents on the religious faith and practices of youth," Smith said in a recent talk sharing the findings at Yale Divinity School.