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Abstract
Multiple regression is a statistical technique used to predict (or explain) variance in an interval or ratio level criterion variable with two or more predictor variables. This Sage Dataset will teach you how to run, interpret, and report a multiple regression in R using data from Study 2 in Madan et al. (2019). In this study, Madan et al. (2019) investigated the extent to which participants’ support for resetting refugees could be predicted by their self-reported mind-set beliefs. Following a conceptual introduction to multiple regression, we will reproduce Madan and colleagues’ (2019) analyses in R, interpret and report the results, and assess the extent to which they support the researchers’ predictions.
| Original language | English |
|---|---|
| Type | Sage Research Methods Dataset |
| Publisher | SAGE Publications Ltd |
| Number of pages | 28 |
| ISBN (Electronic) | 9781036216498 |
| DOIs | |
| Publication status | Published - 11 Jun 2025 |
Publication series
| Name | Sage Research Methods |
|---|---|
| Publisher | Sage |
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Dive into the research topics of 'Learn How to Run, Interpret, and Report a Multiple Regression in R Using Data from Madan et al. (2019)'. Together they form a unique fingerprint.Research output
- 2 Other contribution
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How to Choose the Right Statistical Analysis for Your Research Aim or Hypothesis
Allen, P. J. & Fielding, J. L., 11 Jun 2025, 15 p. SAGE Publications Ltd.Research output: Other contribution
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Learn How to Run, Interpret, and Report a Multiple Regression in SPSS Using Data from Madan et al. (2019)
Allen, P. J., Madan, S., Basu, S., Rattan, A. & Savani, K., 11 Jun 2025, 28 p. SAGE Publications Ltd.Research output: Other contribution