Search Results - subject:"Logistic regression"

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/10015051838

Consumer credit risk analysis through artificial intelligence : a comparative study between the classical approach of logistic regression and advanced machine learning techniques

El Khair Ghoujdam, Mousaab; Chaâbita, Rachid; … - In: Cogent economics & finance 12 (2024) 1, pp. 1-14

This research article presents a comparative analysis between logistic regression as a traditional method, artificial … superior performance of ANNs and decision trees over logistic regression across all metrics evaluated. This study provides … perspective. This study provides valuable insights into the comparative performance of logistic regression, artificial neural …

Persistent link: https://www.econbiz.de/10015211216

Loss-optimal classification trees : a generalized framework and the logistic case

Aldinucci, Tommaso; Lapucci, Matteo - In: Top : an official journal of the Spanish Society of … 32 (2024) 2, pp. 323-350

Persistent link: https://www.econbiz.de/10015187747

The initial residential patterns of immigrants across the urban hierarchy in Sweden : the role of educational attainment

Khaef, Samaneh; Haandrikman, Karen - In: Tijdschrift voor economische en sociale geografie 115 (2024) 3, pp. 366-383

Persistent link: https://www.econbiz.de/10015166981

Study on consumers' perceived benefits and risks of smart energy system

Park, Chankook; Heo, Wan Gyu; Lee, Myung Eun - In: International Journal of Energy Economics and Policy : IJEEP 14 (2024) 3, pp. 288-300

Persistent link: https://www.econbiz.de/10014533202

Instituciones y costos de negociación-supervisión entre productores de café en el Estado de México : 2020

Rivera Rojo, Celso Rodrigo; Ovando Aldana, Wendy; … - In: Revista de métodos cuantitativos para la economía y … 37 (2024), pp. 1-25

loads for everyone were extracted and stratified to estimate a binary logistic regression model. Findings suggest that …

Persistent link: https://www.econbiz.de/10014635521

Forecasting firm growth resumption post-stagnation

Vuković, Darko B.; Spitsin, Vladislav; Bragin, Aleksander - In: Journal of open innovation : technology, market, and … 10 (2024) 4, pp. 1-17

machine learning methods, including Random Forest, LightGBM, and CatBoost, alongside logistic regression models. To address …

Persistent link: https://www.econbiz.de/10015185078

Data analytics-driven innovation : UTAUT model perspectives for advancing healthcare social work

Abdalla, Suliman; Al-Maamari, Wafa; Al-Azki, Jamal - In: Journal of open innovation : technology, market, and … 10 (2024) 4, pp. 1-13

principles of open innovation dynamics. The analysis, conducted through binary logistic regression, revealed that facilitating …

Persistent link: https://www.econbiz.de/10015185092

Predicting the price of taxicabs using artificial intelligence : a hybrid approach based on clustering and ordinal regression models

Rathore, Bhawana; Sengupta, Pooja; Biswas, Baidyanath; … - In: Transportation research : an international journal 185 (2024), pp. 1-22

Persistent link: https://www.econbiz.de/10015078403

Not all words are equal : sentiment and jumps in the cryptocurrency market

Aysan, Ahmet Faruk; Caporin, Massimiliano; Cepni, Oguzhan - In: Journal of international financial markets, … 91 (2024), pp. 1-19

Persistent link: https://www.econbiz.de/10014494799