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The proportional odds model (POM) and the non-proportional odds model (NPOM) are very useful in ordinal modeling. However, the proportional odds assumption is often violated in practice.
Yenni Kurniawati +2 more
doaj +3 more sources
Common pitfalls in statistical analysis: Odds versus risk
In biomedical research, we are often interested in quantifying the relationship between an exposure and an outcome. “Odds” and “Risk” are the most common terms which are used as measures of association between variables.
Priya Ranganathan +2 more
exaly +3 more sources
Clinical Decision Support System for Geriatric Dental Treatment Using a Bayesian Network and a Convolutional Neural Network [PDF]
Objectives The aim of this study was to evaluate the performance of a clinical decision support system (CDSS) for therapeutic plans in geriatric dentistry.
Bhornsawan Thanathornwong +2 more
doaj +1 more source
Collective bargaining centralisation against all odds? The Italian telecommunications industry after market liberalization [PDF]
The widespread trends towards markets liberalisation, decline in trade union power, and flexible work organization were expected to push collective bargaining institutions to converge to a decentralised bargaining structure.
Kornelakis, Andreas
core +2 more sources
A Study of Assessment of Casinos’ Risk of Ruin in Casino Games with Poisson Distribution
Gambling, as an uncertain business involving risks confronting casinos, is commonly analysed using the risk of ruin (ROR) formula. However, due to its brevity, the ROR does not provide any implication of nuances in terms of the distribution of wins ...
Ka-Meng Siu, Ka-Hou Chan, Sio-Kei Im
doaj +1 more source
Objective Information about prognostic outcomes can be of great help for people with prediabetes and for physicians in the face of scientific controversy about the cutoff point for defining prediabetes.
Enrique Regidor +8 more
doaj +1 more source
Polynomial Columns-Parameter Symmetry Model and its Decomposition for Square Contingency Tables
This study proposes a polynomial columns-parameter symmetry model for square contingency tables with the same row and column ordinal classifications. In the proposed model, the odds for all i < j that an observation will fall in row category i and column
Shuji Ando
doaj +1 more source
Academic institutions are seeking to attract the most capable and prospective students. Many research studies seek to identify factors determining a successful transition from secondary to tertiary education.
Audronė Jakaitienė, Rimantas Želvys
doaj +1 more source
On testing proportional odds assumptions for proportional odds models
Proportional odds models are commonly used to model ordinal responses, but the proportional odds assumption may not hold in practice, leading to biased inference.
Xin M Tu, Hua He, Anqi Liu, Wan Tang
doaj +1 more source
Relative Odds of Neck Pain to Helmet Use Among Motorcyclists: a Case-Control Study [PDF]
Background: Neck pain is a widespread problem among motorcyclists, which is often neglected. There is limited research on the motorcycle's ergonomics, particularly in the context of the interaction between the riders and motorcycle.
Arslan, H. R. (Hafiz) +2 more
core +2 more sources

