Multiple regression: testing and interpreting interactions

·1992·Choice Reviews Online

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Abstract

Introduction Interactions between Continuous Predictors in Multiple Regression The Effects of Predictor Scaling on Coefficients of Regression Equations Testing and Probing Three-Way Interactions Structuring Regression Equations to Reflect Higher Order Relationships Model and Effect Testing with Higher Order Terms Interactions between Categorical and Continuous Variables Reliability and Statistical Power Conclusion Some Contrasts Between ANOVA and MR in Practice

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Venue: Choice Reviews Online
Publisher: American Library Association
Published: 1992-02-01
Volume: 29
Issue: 06
Pages: 29-3352-29-3352
ISSN: 0009-4978 (ISSN-L)
1523-8253
DOI: 10.5860/choice.29-3352
OpenAlex: W2797247465
Cited by: 36,654
References: 0
Type: book review
Language: en
Open access: closed

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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

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Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.

Multiple regression: testing and interpreting interactions

Abstract

Overview

Integrity signals

Verification

Claims the paper makes

Self-check

Citations

Cited by

Metadata

Record

About these checks

Data sources