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Adjusting for expected adjusted effect

descriptionPublicationkeyboard_double_arrow_right Article , Other literature type , Preprint 30 Sep 2019Publisher:Center for Open Science
Authors: Ingre , Michael; Melin, Bo; Sorjonen , Kimmo;

doi: 10.31234/osf.io/uaxpr

Adjusting for expected adjusted effect

Abstract

The point that adjustment for confounders do not always guarantee protection against spurious findings and type 1-errors has been made before. The present simulation study indicates that for traditional regression methods, this risk is accentuated by a large sample size, low reliability in the measurement of the confounder, and high reliability in the measurement of the predictor and the outcome. However, this risk might be attenuated by calculating the expected adjusted effect, or the required reliability in the measurement of the possible confounder, with equations presented in the present paper.

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PsyArXiv|Social and Behavioral Sciences, bepress|Social and Behavioral Sciences, PsyArXiv|Social and Behavioral Sciences|Quantitative Methods|Statistical Methods, bepress|Social and Behavioral Sciences|Psychology|Quantitative Psychology, PsyArXiv|Social and Behavioral Sciences|Quantitative Methods, Quantitative Methods, Statistical Methods, Social and Behavioral Sciences

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
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Average
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