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Improving Practices for Selecting a Subset of Important Predictors in Psychology: An Application to Predicting Pain

Frequently, researchers in psychology are faced with the challenge of narrowing down a large set of predictors to a smaller subset. There are a variety of ways to do this, but commonly it is done by choosing predictors with the strongest bivariate correlations with the outcome. However, when predict...

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Veröffentlicht in:Adv Methods Pract Psychol Sci
Hauptverfasser: Bainter, Sierra A., McCaulley, Thomas G., Wager, Tor, Losin, Elizabeth R.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2020
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8317830/
https://ncbi.nlm.nih.gov/pubmed/34327305
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/2515245919885617
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