Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Editorial
. 2020 Aug;8(16):982.
doi: 10.21037/atm-2020-57.

Multinomial and ordinal Logistic regression analyses with multi-categorical variables using R

Affiliations
Editorial

Multinomial and ordinal Logistic regression analyses with multi-categorical variables using R

Jiaqi Liang et al. Ann Transl Med. 2020 Aug.
No abstract available

PubMed Disclaimer

Conflict of interest statement

Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at http://dx.doi.org/10.21037/atm-2020-57). CZ serves as an unpaid Section Editor of Annals of Translational Medicine from Oct 2019 to Sep 2020. The other authors have no conflicts of interest to declare.

Figures

Figure 1
Figure 1
Outputs of the multinomial logistic regression model. (A) Summary of the model. (B) Results of ANOVA. Grade. L: Grade II; Grade. Q: Grade III; Grade. C: Grade IV; Stage. L: Stage II; Stage. Q: Stage III; Stage. C: Stage IV.
Figure 2
Figure 2
Outputs of the ordinal logistic regression model. (A) Summary of the model. (B) Results of ANOVA. Grade. L: Grade II; Grade. Q: Grade III; Grade. C: Grade IV; Stage. L: Stage II; Stage. Q: Stage III; Stage. C: Stage IV.

Comment on

References

    1. LaValley MP. Logistic regression. Circulation 2008;117:2395-9. 10.1161/CIRCULATIONAHA.106.682658 - DOI - PubMed
    1. Kwak C, Clayton-Matthews A. Multinomial logistic regression. Nurs Res 2002;51:404-10. 10.1097/00006199-200211000-00009 - DOI - PubMed
    1. Zhou ZR, Wang WW, Li Y, et al. In-depth mining of clinical data: the construction of clinical prediction model with R. Ann Transl Med 2019;7:796. 10.21037/atm.2019.08.63 - DOI - PMC - PubMed
    1. Steyerberg EW, Vergouwe Y. Towards better clinical prediction models: seven steps for development and an ABCD for validation. Eur Heart J 2014;35:1925-31. 10.1093/eurheartj/ehu207 - DOI - PMC - PubMed
    1. Han K, Song K, Choi BW. How to Develop, Validate, and Compare Clinical prediction models involving radiological parameters: study design and statistical methods. Korean J Radiol 2016;17:339-50. 10.3348/kjr.2016.17.3.339 - DOI - PMC - PubMed