Results 11 to 20 of about 58,275 (211)

How Are BMI, Nutrition, and Physical Exercise Related? An Application of Ordinal Logistic Regression [PDF]

Life, 2022
Background: This paper performs a detailed ordinal logistic regression study in an evaluation of a survey at a university in South Texas, USA. We show that, for categorical data in our case, ordinal logistic regression works well. Methods: The survey was
Hongwei Wang, Fernando G. Quintana, Yunlong Lu, Muhammad Mohebujjaman, Kanon Kamronnaher   +4 more
doaj   +4 more sources

Validation of in silico biomarkers for drug screening through ordinal logistic regression [PDF]

Frontiers in Physiology, 2022
Since the Comprehensive in vitro Proarrhythmia Assay (CiPA) initiation, many studies have suggested various in silico features based on ionic charges, action potentials (AP), or intracellular calcium (Ca) to assess proarrhythmic risk.
Da Un Jeong, Rakha Zharfarizqi Danadibrata, Aroli Marcellinus, Ki Moo Lim, Ki Moo Lim   +4 more
doaj   +2 more sources

Determinants of newborn birth size in Somaliland: an ordinal logistic regression analysis [PDF]

Archives of Public Health
Background Understanding the predictors of birth size is essential for designing effective interventions to reduce neonatal morbidity and mortality in Somaliland.
Abdirahman Omar Ibrahim, Bashaar Ali Daud, Waleed Salahudiin Ahmed, Suhaib Muse Jama, Nagaad Abdinasir Habane, Rahma Yasin Ismail, Umulkhayr Mohamed Abadir, Amaani Abdilahi Sahal, Mohamed Said Hassan   +8 more
doaj   +2 more sources

Sparse Ordinal Logistic Regression and Its Application to Brain Decoding

Frontiers in Neuroinformatics, 2018
Brain decoding with multivariate classification and regression has provided a powerful framework for characterizing information encoded in population neural activity.
Emi Satake, Kei Majima, Shuntaro C. Aoki, Yukiyasu Kamitani, Yukiyasu Kamitani   +4 more
doaj   +3 more sources

Parameter Estimation and Hypothesis Testing of The Bivariate Polynomial Ordinal Logistic Regression Model

Mathematics, 2023
Logistic regression is one of statistical methods that used to analyze the correlation between categorical response variables and predictor variables which are categorical or continuous.
Marisa Rifada, Vita Ratnasari, Purhadi Purhadi   +2 more
doaj   +3 more sources

A comparative study of ordinal logistic regression and machine learning models for predicting women’s malnutrition in bangladesh: evidence from BDHS 2022 [PDF]

Journal of Health, Population and Nutrition
Malnutrition, including both undernutrition and overnutrition, remains a major public health concern in Bangladesh, particularly among women of reproductive age.
Umme Kulsum, Ahsanul Haque, Pallab Barai, Md. Moyazzem Hossain   +3 more
doaj   +2 more sources

Ordinal Logistic Regression Analysis in Determining Factors Associated with Socioeconomic Status of Household in Tepi Town, Southwest Ethiopia [PDF]

The Scientific World Journal, 2022
Background. Socioeconomic status (SES) refers to an individual’s or group’s social position or class, which is often determined by a combination of education, income, and occupation.
Mesfin Esayas Lelisho, Abebe Argaw Wogi, Seid Ali Tareke   +2 more
doaj   +2 more sources

ORDINAL LOGISTIC REGRESSION MODEL AND CLASSIFICATION TREE ON ORDINAL RESPONSE DATA

Barekeng, 2022
Logistic regression (LR) is a model that associates the relationship between category-type response variables with quantitative or quantitative and qualitative predictor variables.  The prediction of the LR model is in the form of probability.
Jajang Jajang, Nunung Nurhayati, Suci Jena Mufida   +2 more
doaj   +1 more source

The Comparison between Ordinal Logistic Regression and Random Forest Ordinal in Identifying the Factors Causing Diabetes Mellitus

Jambura Journal of Mathematics, 2023
Diabetes is one of the high-risk diseases. The most prominent symptom of this disease is high blood sugar levels. People with diabetes in Indonesia can reach 30 million people.
Assyifa Lala Pratiwi Hamid, Anwar Fitrianto, Indahwati Indahwati, Erfiani Erfiani, Khusnia Nurul Khikmah   +4 more
doaj   +1 more source

KLASIFIKASI TINGKAT KESEJAHTERAAN KELUARGA DI KECAMATAN SIDEMEN MENGGUNAKAN BOOTSTRAP AGGREGATING (BAGGING) REGRESI LOGISTIK ORDINAL

E-Jurnal Matematika, 2023
This research was conducted to determine the variables that have a significant impact on the stages of a well-off family in Sidemen Sub-district based on indicators obtained from the BKKBN and to classify the stages of a well-off family.
I GUSTI NGURAH SENTANA PUTRA, MADE SUSILAWATI, I PUTU WINADA GAUTAMA   +2 more
doaj   +1 more source