Advanced search
Publication Cover
Multivariate Behavioral Research Volume 58, 2023 - Issue 6
Submit an article Journal homepage
300
Views
1
CrossRef citations to date
0
Altmetric
Research Article

betaDelta and betaSandwich: Confidence Intervals for Standardized Regression Coefficients in R

Ivan Jacob Agaloos Pesigana Department of Psychology, University of MacauCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0003-4818-8420
ORCID Icon,
Rong Wei Sunb School of Arts and Humanities, Tung Wah CollegeORCID Iconhttps://orcid.org/0000-0003-0034-1422
ORCID Icon &
Shu Fai Cheunga Department of Psychology, University of MacauORCID Iconhttps://orcid.org/0000-0002-9871-9448
ORCID Icon
Pages 1183-1186 | Published online: 25 Apr 2023

References

  • Browne, M. W. (1984). Asymptotically distribution-free methods for the analysis of covariance structures. British Journal of Mathematical and Statistical Psychology, 37(1), 62–83. https://doi.org/10.1111/j.2044-8317.1984.tb00789.x
  • Cribari-Neto, F., Souza, T. C., & Vasconcellos, K. L. P. (2007). Inference under heteroskedasticity and leveraged data. Communications in Statistics – Theory and Methods, 36(10), 1877–1888. https://doi.org/10.1080/03610920601126589
  • Dudgeon, P. (2017). Some improvements in confidence intervals for standardized regression coefficients. Psychometrika, 82(4), 928–951. https://doi.org/10.1007/s11336-017-9563-z
  • Jones, J. A., & Waller, N. G. (2013). Computing confidence intervals for standardized regression coefficients. Psychological Methods, 18(4), 435–453. https://doi.org/10.1037/a0033269
  • Jones, J. A., & Waller, N. G. (2015). The normal-theory and asymptotic distribution-free (ADF) covariance matrix of standardized regression coefficients: Theoretical extensions and finite sample behavior. Psychometrika, 80(2), 365–378. https://doi.org/10.1007/s11336-013-9380-y
  • Micceri, T. (1989). The unicorn, the normal curve, and other improbable creatures. Psychological Bulletin, 105(1), 156–166. https://doi.org/10.1037/0033-2909.105.1.156
  • National Research Council. (1982). An assessment of research-doctorate programs in the United States: Social and behavioral sciences. National Academies Press.
  • R Core Team. (2022). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R-project.org/
  • Waller, N. G. (2022). fungible: Psychometric functions from the Waller Lab. The R Foundation. Retrieved from https://CRAN.R-project.org/package=fungible
  • White, H. (1980). A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity. Econometrica, 48(4), 817. https://doi.org/10.2307/1912934
  • Yuan, K.-H., & Chan, W. (2011). Biases and standard errors of standardized regression coefficients. Psychometrika, 76(4), 670–690. https://doi.org/10.1007/s11336-011-9224-6

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.