Results 11 to 20 of about 133,149 (292)

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

open access: yesJambura 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   +4 more
doaj   +1 more source

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

open access: yesE-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   +2 more
doaj   +1 more source

Prediction of the Fundus Tessellation Severity With Machine Learning Methods

open access: yesFrontiers in Medicine, 2022
PurposeTo predict the fundus tessellation (FT) severity with machine learning methods.MethodsA population-based cross-sectional study with 3,468 individuals (mean age of 64.6 ± 9.8 years) based on Beijing Eye Study 2011.
Lei Shao   +11 more
doaj   +1 more source

Predictive Factors for Pelvic Organ Prolapse (POP) in Iranian Women’s: An Ordinal Logistic Approch [PDF]

open access: yesJournal of Clinical and Diagnostic Research, 2014
Introduction: To investigate the predictors factors of Pelvic Organ Prolapse (POP) in Iranian women by using ordinal logistic regression. Materials and Methods: The role of risk factors of POP was evaluated among 365 patients attending in two public ...
Ashraf Direkvand-Moghadam   +2 more
doaj   +1 more source

Ordinal logistic regression model on the level of job relevance of graduates

open access: yesDesimal, 2023
The ordinal logistic regression model is one of the statistical models used to classify ordinal data. The purpose of this study is to identify the relevance of FKIP Muhammadiyah Pringsewu University Lampung graduates.
Rahma Faelasofi Sunanto, Khoirin Nisa
doaj   +1 more source

Statistical Analysis of Ordinal Response Variable: A Comparative Study [PDF]

open access: yesالمجلة العراقية للعلوم الاحصائية, 2022
Response variables in biological phenomena vary between three types: numerical response variables, ordinal categorical response variables, and nominal categorical response variables. In statistical studies, handling ordinal variables varies in accordance
Liqaa Alhamdany, Zaid Tariq Salah
doaj   +1 more source

DEMOCRATIC THINKING AND CIVIC EDUCATION IN GREECE: AN ORDINAL LOGISTIC REGRESSION MODEL

open access: yesİmgelem, 2022
This paper presents a research that was carried out in autumn of 2021in Thessaloniki, Greece. Main purpose was to find out the link between democratic behavior of Greek young adults and the civic education that is obtained in public secondary education ...
Anthony Papaoikonomou
doaj   +1 more source

Ordinal regression increases statistical power to predict epilepsy surgical outcomes

open access: yesEpilepsia Open, 2022
Studies of epilepsy surgery outcomes are often small and thus underpowered to reach statistically valid conclusions. We hypothesized that ordinal logistic regression would have greater statistical power than binary logistic regression when analyzing ...
Adam S. Dickey   +2 more
doaj   +1 more source

Using rank data to estimate health state utility models [PDF]

open access: yes, 2006
In this paper we report the estimation of conditional logistic regression models for the Health Utilities Index Mark 2 and the SF-6D, using ordinal preference data.
Aki Tsuchiya   +24 more
core   +1 more source

BOOTSTRAP AGGREGATING (BAGGING) REGRESI LOGISTIK ORDINAL UNTUK MENGKLASIFIKASIKAN STATUS GIZI BALITA DI KABUPATEN KLUNGKUNG

open access: yesE-Jurnal Matematika, 2016
This research was conducted to determine the variables that significantly influence nutritional status of children based on indicators that defined as height for age (H/A) and to classify children nutritional status into normal, short or very short ...
PALUPI PURNAMA SARI   +2 more
doaj   +1 more source

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