IDEAS home Printed from https://ideas.repec.org/a/tsj/stataj/v12y2012i3p447-453.html
   My bibliography  Save this article

A generalized Hosmer–Lemeshow goodness-of-fit test for multinomial logistic regression models

Author

Listed:
  • Morten W. Fagerland

    (Oslo University Hospital)

  • David W. Hosmer

    (University of Massachusetts-Amherst)

Abstract

Testing goodness of fit is an important step in evaluating a statistical model. For binary logistic regression models, the Hosmer–Lemeshow goodnessof- fit test is often used. For multinomial logistic regression models, however, few tests are available. We present the mlogitgof command, which implements a goodness-of-fit test for multinomial logistic regression models. This test can also be used for binary logistic regression models, where it gives results identical to the Hosmer-Lemeshow test.

Suggested Citation

  • Morten W. Fagerland & David W. Hosmer, 2012. "A generalized Hosmer–Lemeshow goodness-of-fit test for multinomial logistic regression models," Stata Journal, StataCorp LP, vol. 12(3), pages 447-453, September.
    • Handle: RePEc:tsj:stataj:v:12:y:2012:i:3:p:447-453
    Note: to access software from within Stata, net describe http://www.stata-journal.com/software/sj12-3/st0269/
    as

    Download full text from publisher

    File URL: http://www.stata-journal.com/article.html?article=st0269
    File Function: link to article purchase
    Download Restriction: no
    ---><---

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Dejene Adugna Chomen, 2021. "The role of microfinance institutions on poverty reduction in Ethiopia: the case of Oromia Credit and Saving Share Company at Welmera district," Future Business Journal, Springer, vol. 7(1), pages 1-10, December.
    2. Erika Figueroa-Solis & David Gimeno Ruiz de Porras & Marianela Rojas-Garbanzo & Lawrence Whitehead & Kai Zhang & George L. Delclos, 2023. "Prevalence and Geographic Distribution of Self-Reported Chronic Kidney Disease and Potential Risk Factors in Central America," IJERPH, MDPI, vol. 20(2), pages 1-14, January.
    3. Brady, Patrick Q. & Reyns, Bradford W. & Landhuis, Jennifer & Griffin, Vanessa Woodward, 2023. "APPlied stalking: What the next generation of stalking victims consider to be ‘stalking’ and why victims report their experiences to the police," Journal of Criminal Justice, Elsevier, vol. 84(C).
    4. Antonio Cejudo & Víctor Jesús Moreno-Alcaraz & Ricardo Izzo & Fernando Santonja-Medina & Pilar Sainz de Baranda, 2020. "External and Total Hip Rotation Ranges of Motion Predispose to Low Back Pain in Elite Spanish Inline Hockey Players," IJERPH, MDPI, vol. 17(13), pages 1-17, July.
    5. Jeanne Laure J. Mawad & Sibelle S. Freiha, 2024. "The Role of Influencers in Shaping the Economic Decisions of Consumers Using the Logistic Regression Approach—Does the Generation Factor Matter?," Sustainability, MDPI, vol. 16(21), pages 1-18, November.
    6. Tshidzumba, Ratsodo Phillip & Chirwa, Paxie Wanangwa, 2022. "Forest-based land reform partnerships in rural development and the sustenance of timber markets. Learning from two South African cases," Forest Policy and Economics, Elsevier, vol. 140(C).
    7. Valentina Santarsiero & Antonio Lanorte & Gabriele Nolè & Giuseppe Cillis & Biagio Tucci & Beniamino Murgante, 2023. "Analysis of the Effect of Soil Erosion in Abandoned Agricultural Areas: The Case of NE Area of Basilicata Region (Southern Italy)," Land, MDPI, vol. 12(3), pages 1-22, March.
    8. Farman Ullah & Shahab E. Saqib & Mokbul Morshed Ahmad & Mahmoud Ali Fadlallah, 2020. "Flood risk perception and its determinants among rural households in two communities in Khyber Pakhtunkhwa, Pakistan," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 104(1), pages 225-247, October.
    9. Escobedo, Allison & Gordon, Quinn, 2024. "An exploration of use of force among law enforcement officers with military service," Journal of Criminal Justice, Elsevier, vol. 93(C).
    10. Ifechukwude Obiamaka Okwechime & Shamarial Roberson & Agricola Odoi, 2015. "Prevalence and Predictors of Pre-Diabetes and Diabetes among Adults 18 Years or Older in Florida: A Multinomial Logistic Modeling Approach," PLOS ONE, Public Library of Science, vol. 10(12), pages 1-17, December.
    11. Dimitris Zavras, 2022. "Studying the Experience of the Confinement Measures Implemented during the COVID-19 Pandemic in Greece," World, MDPI, vol. 3(3), pages 1-14, August.
    12. Kocaman Ezgi & Kuru Merve & Çalış Gülben, 2021. "Analyzing and modeling thermal complaints in a commercial building in France," Organization, Technology and Management in Construction, Sciendo, vol. 13(1), pages 2416-2425, January.
    13. Binshuang Zheng & Zhengqiang Hong & Junyao Tang & Meiling Han & Jiaying Chen & Xiaoming Huang, 2023. "A Comprehensive Method to Evaluate Ride Comfort of Autonomous Vehicles under Typical Braking Scenarios: Testing, Simulation and Analysis," Mathematics, MDPI, vol. 11(2), pages 1-23, January.
    14. Mingyu Li & Dongxiao Niu & Zhengsen Ji & Xiwen Cui & Lijie Sun, 2021. "Forecast Research on Multidimensional Influencing Factors of Global Offshore Wind Power Investment Based on Random Forest and Elastic Net," Sustainability, MDPI, vol. 13(21), pages 1-19, November.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:tsj:stataj:v:12:y:2012:i:3:p:447-453. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Christopher F. Baum or Lisa Gilmore (email available below). General contact details of provider: http://www.stata-journal.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.