Search Results - subject:"REGRESSION"

A penalized U-MIDAS multinomial logit model with applications to corporate credit ratings

Jiang, Cuixia; Sun, Junwei; Xu, Qifa - In: The North American journal of economics and finance : a … 76 (2025), pp. 1-8

Persistent link: https://www.econbiz.de/10015372679

On the nuisance of control variables in causal regression analysis

Hünermund, Paul; Louw, Beyers - In: Organizational research methods : ORM 28 (2025) 1, pp. 138-151

Persistent link: https://www.econbiz.de/10015187574

The determinants of household poverty and expenditure inequality in Pakistan : evidence from the household income and expenditure survey

Khalid, Afsah; Munir, Qaiser - 2024

Persistent link: https://www.econbiz.de/10015066024

Insights on the relationship between artificial intelligence skills and national culture

Iamandi, Irina-Eugenia; Constantin, Laura-Gabriela; … - In: Amfiteatru economic : an economic and business research … 26 (2024) 67, pp. 741-761

their AI talent concentration. For the fulfilment of the assumed objective, multiple linear regression models, accompanied … by robust regression and enhanced by beta regression with novel robust estimators, were employed. The achieved results …

Persistent link: https://www.econbiz.de/10015077010

A comparison of multilevel ordinal regression models in the analysis of police force ratings

Andabati, Douglas Candia; Weke, Patrick; Manene, Moses … - In: Croatian review of economic, business and social … 10 (2024) 1, pp. 1-12

Persistent link: https://www.econbiz.de/10015047729

Comparing logistic regression and neural networks for predicting skewed credit score : a LIME-based explainability approach

Wanjohi, Jane Wangui; Mpinda, Berthine Nyunga; Awe, … - In: Statistics in transition : an international journal of … 25 (2024) 3, pp. 49-67

compares the predictive power of logistic regression and multilayer perceptron algorithms on two credit-risk datasets by … perceptron outperforms logistic regression in terms of balanced accuracy, Matthews Correlation Coefficient, and F1 score. Based …

Persistent link: https://www.econbiz.de/10015127211

Access to credit and loan repayment by households of non-farmers in Nigeria : new evidence from binary logit regression

Ojonta, Obed I.; Ogbuabor, Jonathan Emenike; Orji, Anthony - In: Managing global transitions : international research journal 22 (2024) 4, pp. 405-422

Persistent link: https://www.econbiz.de/10015189587

Dynamic regression discontinuity under treatment effect heterogeneity

Hsu, Yu-Chin; Shen, Shu - In: Quantitative economics : QE ; journal of the … 15 (2024) 4, pp. 1035-1064

Regression discontinuity is a popular tool for analyzing economic policies or treatment interventions. This research …

Persistent link: https://www.econbiz.de/10015190090

Cluster-robust jackknife and bootstrap inference for binary response models

MacKinnon, James G.; Nielsen, Morten Ørregaard; Webb, … - 2024

We study cluster-robust inference for binary response models. Inference based on the most commonly-used cluster-robust variance matrix estimator (CRVE) can be very unreliable. We study several alternatives. Conceptually the simplest of these, but also the most computationally demanding, involves...

Persistent link: https://www.econbiz.de/10015048740

Alternative models of preference heterogeneity for elicited choice probabilities

Kettlewell, Nathan; Walker, Matthew J.; Yoo, Hong Il - 2024

Discrete choice experiments (DCEs) often present concise choice scenarios that may appear incomplete to respondents. To allow respondents to express uncertainty arising from this incompleteness, DCEs may ask them to state probabilities with which they expect to make specific choices. The...

Persistent link: https://www.econbiz.de/10014494033