» Articles » PMID: 21820234

Logistic Regression Models

Overview
Date 2011 Aug 9
PMID 21820234
Citations 32
Authors
Affiliations
Soon will be listed here.
Abstract

In the health sciences it is quite common to carry out studies designed to determine the influence of one or more variables upon a given response variable. When this response variable is numerical, simple or multiple regression techniques are used, depending on the case. If the response variable is a qualitative variable (dichotomic or polychotomic), as for example the presence or absence of a disease, linear regression methodology is not applicable, and simple or multinomial logistic regression is used, as applicable.

Citing Articles

A prediction model based on deep learning and radiomics features of DWI for the assessment of microsatellite instability in endometrial cancer.

Wang J, Song P, Zhang M, Liu W, Zeng X, Chen N Cancer Med. 2024; 13(16):e70046.

PMID: 39171859 PMC: 11339853. DOI: 10.1002/cam4.70046.


Foundational model aided automatic high-throughput drug screening using self-controlled cohort study.

Xu S, Cobzaru R, Finkelstein S, Welsch R, Ng K, Middleton L medRxiv. 2024; .

PMID: 39148849 PMC: 11326319. DOI: 10.1101/2024.08.04.24311480.


Prenatal intention to human milk feed in the native Hawaiian population: predictors of any human milk feeding from birth to six months postpartum.

Murray M, Kai J, Dentinger A, Kaplan L, Roman M, OBrien E Int Breastfeed J. 2024; 19(1):54.

PMID: 39097709 PMC: 11297697. DOI: 10.1186/s13006-024-00660-x.


Machine Learning-Based Prediction of Helicobacter pylori Infection Study in Adults.

Liu M, Liu S, Lu Z, Chen H, Xu Y, Gong X Med Sci Monit. 2024; 30:e943666.

PMID: 38850016 PMC: 11168235. DOI: 10.12659/MSM.943666.


Predicting pragmatic functions of Chinese echo questions using prosody: evidence from acoustic analysis and data modeling.

Cao S, Xu Y, Zhou T, Wu A Front Psychol. 2024; 15:1322482.

PMID: 38633875 PMC: 11022972. DOI: 10.3389/fpsyg.2024.1322482.