Multinomial logistic regression

This study aims to identify students' styles of career choices. The second aim is to investigate what factors influence career choice style. The third aim is to determine whether all students of education programs want to become teachers one day. This research model is a relational model that uses multinomial logistic regression.

12p viarnault 25-04-2024 6 2   Download

Older patients with cancer have poorer prognosis compared to younger patients. Moreover, prognosis is related to how cancer is identified, and where in the healthcare system patients present, i.e. routes to diagnosis (RtD). We investigated whether RtD varied by patients’ age.

13p vimichaelfaraday 28-12-2023 4 3   Download

To estimate the prevalence of overweight and obesity in high schooler in Le Quy Don High school in 2020; To analyze some factors relating to overweight and obesity in these high schooler.

10p viwolverine 11-07-2023 4 2   Download

This thesis investigates the choice behaviour of first year undergraduate students through proposing and testing a conceptual model. The psychological constructs of personal values, motivation, selection criteria, demographic and socioeconomic factors introduced as underlying drivers provide invaluable insight into the pathways of influence and relationships between student types and their preference towards a particular degree program at a particular university.

321p runthenight04 02-02-2023 4 1   Download

The aim of this study is to measure the trajectory of healthy ageing among Chinese middle-aged and older population, and explore the disparity of the trajectory, as well as contributing factors, between urban and rural areas in China.

13p viferrari 28-11-2022 11 2   Download

In this paper, multiple classification algorithms including support vector machine (SVM), random forest (RF), decision tree (DT), K-nearest neighbours (KNN), logistic regression, Gaussian, Bernoulli, multinomial Naïve Bayes, and linear discriminant analysis were executed on the seismic attributes for lithofacies prediction.

9p vibentley 08-09-2022 14 4   Download

To determine the relationship between clusters of back pain and joint pain and prescription opioid dispensing. Of 11,221 middle-aged participants from the Australian Longitudinal Study of Women’s Health, clusters of back pain and joint pain from 2001 to 2013 were identifed using group-based trajectory modelling. Prescription opioid dispensing from 2003 to 2015 was identifed by linking the cohort to Pharmaceutical Beneft Scheme dispensing data. Multinomial logistic regression was used to examine the association between back pain and joint pain clusters and dispensing of prescription opioids.

9p vimackenziebezos 30-11-2021 14 1   Download

This study aims to describe the association between sharp score and clinical indexes, bone metabolism indexes, Disease Activity Score (DAS28) and sociodemographic factors in rheumatoid arthritis (RA). Data were collected from the HIS (hospital information system), a national inpatient database in China, with information on the patients hospitalized during the period from 2012 to 2019. The association between sharp score and effective factors were identifed using multinomial logistic regression and association rule mining (ARM).

8p vimackenziebezos 30-11-2021 10 1   Download

The present study aimed to assess determinants of farmers’ participating behavior in agricultural cooperatives models. The study based on the survey data of 421 farmers in the Mekong Delta of Vietnam, using multinomial logistic regression model.

15p vijihyo2711 25-09-2021 5 1   Download

Prior research on accelerated knee osteoarthritis (AKOA) was primarily confined to the Osteoarthritis Initiative, which was enriched with people with risk factors for knee osteoarthritis (KOA). It is unclear how often AKOA develops in a community-based cohort and whether we can replicate prior findings from the Osteoarthritis Initiative in another cohort.

6p vipalau2711 30-12-2020 6 0   Download

Detailed modelling of the neutral mutational process in cancer cells is crucial for identifying driver mutations and understanding the mutational mechanisms that act during cancer development.

15p viconnecticut2711 28-10-2020 17 1   Download

In our research outcome we presented the results of a comparative analysis among men and women on the employee factors influencing the evaluation performance appraisal system using Multinomial Regression Analysis with reference to Agriculture Research Sector employees in Hyderabad Metro, India.

16p guineverehuynh 22-06-2020 24 1   Download

Cleft lip and palate deformities are considered one of the most common birth defects of the head and neck that pose significant medical, psychosocial and financial burdens on the affected individuals and families, especially in low income communities.

7p virome2711 13-01-2020 19 1   Download

A Shortage or excessive intake of the nutrient is malnutrition; affecting every aspect of human beings. Malnutrition at childhood has long-lasting and multiple effects. In Ethiopia significant numbers of children were suffering from malnutrition that might be associated with parents’ food preference; the fact not yet investigated.

10p virome2711 13-01-2020 13 0   Download

Milk production is the most important agricultural activity in the Indian agricultural sector. India has achieved tremendous growth in milk production during the last three decades. The study was undertaken with the objective of factors influencing dairy farmers to choose the particular milk marketing channel. A study was conducted in Prakasam district to identify the factors influencing the dairy farmers.

5p nguathienthan2 25-12-2019 31 0   Download

Social capital is considered as an influential factor in economic transactions, including credit access. The research aims at testing relationships between components of social capital and credit access in Vietnam’s rural areas.

17p danhnguyentuongvi27 18-12-2018 32 1   Download