Ordinal Regression Research Based on Dual Loss Function-An Example on Lumbar Vertebra Classification in CT Images. [PDF]
Tang CP, Chang HY, Hsu YM, Lin TL.
europepmc +1 more source
The Influence of Corporate Sustainability Rating Methodology on Disclosure Behavior
ABSTRACT The rise of environmental, social, and governance (ESG) investing has illuminated long‐standing concerns over the ability for sustainability rating schemes to accurately convey sustainability‐related performance of firms. This study theorizes and empirically examines how a detailed and transparent rating methodology influences what information
Patrick J. Callery
wiley +1 more source
Modified RECIST submodels and ordinal regression model predict neoadjuvant chemoimmunotherapy response in locally advanced gastric cancer. [PDF]
Chen S +11 more
europepmc +1 more source
Ordinal Regression by Extended Binary Classification
We present a reduction framework from ordinal regression to binary classificationbased on extended examples. The framework consists of three steps: extracting extended examples from the original examples, learning a binary classifier on theextended ...
core
ABSTRACT We examine the effects of big data analytics (BDA) and artificial intelligence (AI) on corporate sustainability performance, specifically investigating the influence of regulatory pressure and top management support. Utilizing hierarchical regression analysis on questionnaire data from 220 Chinese manufacturing firms, we find that both BDA and
Mandella Osei‐Assibey Bonsu +2 more
wiley +1 more source
Taba Binary, Multinomial, and Ordinal Regression Models: New Machine Learning Methods for Classification. [PDF]
Tabatabai M +4 more
europepmc +1 more source
Board Gender Diversity and Environmental Credit Risk in Banking: A Global Study of Bank Governance
ABSTRACT This study investigates the relationship between board gender diversity and environmental credit risk in the global banking sector. Using a panel dataset of 345 publicly listed banks from 75 countries over the period 2018–2022, we find that greater female representation on bank boards is significantly associated with lower environmental credit
Kenza Mouti +2 more
wiley +1 more source
Prediction of sentiment polarity in restaurant reviews using an ordinal regression approach based on evolutionary XGBoost. [PDF]
Al-Qudah DA +5 more
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Robust ordinal logistic regression
Logistic regression is a widely used tool designed to model the success probability of a Bernoulli random variable depending on some explanatory variables.
Croux, Christophe +2 more
core
ABSTRACT Whether corporate carbon management can enhance productive efficiency is central to firms' long‐term competitiveness and determines whether carbon reduction efforts can be sustained beyond regulatory compliance. This study examines how corporate carbon risk and opportunity management affects firm productivity (measured by total factor ...
Nan Huang, Hanlu Fan, Ruoxin Zhu
wiley +1 more source

