Frequentist Multilevel Model in JASP (with Group Mean Centering)

Поделиться
HTML-код
  • Опубликовано: 25 мар 2024
  • Hi everyone, this is a tutorial for conducting and interpreting frequentist multilevel models in JASP. I discuss and compare a varying intercepts only model and a varying intercepts and slopes model.
    The analysis is based on our paper published in PARE: openpublishing.library.umass....
    The data are from Bliese and Halverson (1996) and the paper referenced for interpreting AIC is by Burnham and Anderson (2004).
    References:
    Bliese, P. D., & Halverson, R. R. (1996). Individual and nomothetic models of job stress: An examination of work hours, cohesion, and well-being. Journal of Applied Social Psychology, 26(13), 1171-1189. doi.org/10.1111/j.1559-1816.1...
    Burnham, K. P., & Anderson, D. R. (2004). Multimodel inference: Understanding AIC and BIC in model selection. Sociological Methods &
    Research, 33(2), 261-304. doi.org/10.1177/0049124104268644
    Courey, K. A., Oswald, F. L. & Culpepper, S. A., (2024). Clearer Analysis, Interpretation, and Communication in Organizational Research: A Bayesian Guide. Practical Assessment, Research, and Evaluation, 29(1), Article 1. doi.org/10.7275/pare.1975

Комментарии •