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Robust statistical methods: a primer for clinical psychology and experimental psychopathology researchers

Author

Listed:
  • Field, Andy Peter Professor

    (University of Sussex)

  • Wilcox, Rand R.

Abstract

Paper describing the utility and application of various robust methods in R

Suggested Citation

  • Field, Andy Peter Professor & Wilcox, Rand R., 2017. "Robust statistical methods: a primer for clinical psychology and experimental psychopathology researchers," OSF Preprints v3nz4, Center for Open Science.
    • Handle: RePEc:osf:osfxxx:v3nz4
    DOI: 10.31219/osf.io/v3nz4
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    References listed on IDEAS

    as
    1. Bates, Douglas & Mächler, Martin & Bolker, Ben & Walker, Steve, 2015. "Fitting Linear Mixed-Effects Models Using lme4," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 67(i01).
    2. Koller, Manuel & Stahel, Werner A., 2011. "Sharpening Wald-type inference in robust regression for small samples," Computational Statistics & Data Analysis, Elsevier, vol. 55(8), pages 2504-2515, August.
    3. Peter Tyrer & Ula Nur & Mike Crawford & Saffron Karlsen & Claire MacLean & Bharti Rao & Tony Johnson, 2005. "The Social Functioning Questionnaire: A Rapid and Robust Measure of Perceived Functioning," International Journal of Social Psychiatry, , vol. 51(3), pages 265-275, September.
    4. Rosseel, Yves, 2012. "lavaan: An R Package for Structural Equation Modeling," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i02).
    5. Koller, Manuel, 2016. "robustlmm: An R Package for Robust Estimation of Linear Mixed-Effects Models," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 75(i06).
    Full references (including those not matched with items on IDEAS)

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    4. Shan Jiang & Lin Wang & Yuhang Cheng, 2023. "Unrevealing the Mediating Mechanisms Between Material Deprivation and Children’s Life Satisfaction: Empirical Evidence from the International Survey of Children’s Well-Being," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(2), pages 893-914, April.
    5. Mariam M. Elgendi & Sherry H. Stewart & Danika I. DesRoches & Penny Corkum & Raquel Nogueira-Arjona & S. Hélène Deacon, 2022. "Division of Labour and Parental Mental Health and Relationship Well-Being during COVID-19 Pandemic-Mandated Homeschooling," IJERPH, MDPI, vol. 19(24), pages 1-34, December.
    6. Wang, Lin & Ge, Ting & Gao, Xiaojing, 2024. "Unveiling the protective role of school engagement: Mitigating cyberbullying perpetration through mastery and student-student relationship," Children and Youth Services Review, Elsevier, vol. 162(C).
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