Search Results - subject:"Logistic regression"

Modeling Discrete Choice with Uncertain Data : An Augmented MNL Estimator

Hellerstein, Daniel - 2023

This article introduces a multinomial logit model that uses ancillary information to control for uncertainty in both the observed choices made by respondents, and in the attributes of a respondent's choice set. Simulated data are used to compare the performance of this estimator versus simpler...

Persistent link: https://www.econbiz.de/10014348989

Inverse Product Differentiation Logit Model : Holy Grail or Not?

Huo, Jinghai; Dua, Rubal; Bansal, Prateek - 2023

Since the seminal work by Berry-Levinsohn-Pakes (BLP), random coefficient logit (RCL) has become the workhorse model to estimate demand elasticities in markets with differentiated products using aggregated sales data. While the ability to represent flexible substitution patterns makes RCL a...

Persistent link: https://www.econbiz.de/10014358911

The impact of education to the transition from unemployment to employment in Egypt

Gad, Amany Yashoa - In: Review of economics and political science : REPS 10 (2025) 1, pp. 16-33

state using eight binary logistic regression models. Findings - The main results of transitions from unemployment to … residents, and the results of the logistic regression models consistent with the transition probabilities matrix results, except …

Persistent link: https://www.econbiz.de/10015339126

An expectation-maximization algorithm for logistic regression based on individual-level predictors and aggregate-level response

Xu, Zheng - In: Statistics in transition : an international journal of … 26 (2025) 1, pp. 9-28

Logistic regression is widely used in complex data analysis. When predictors are at individual level and the response … at aggregate level, logistic regression can be estimated using the Maximum Likelihood Estimation (MLE) method with the …

Persistent link: https://www.econbiz.de/10015338304

Forecasting financial literacy levels with respect to consumer shopping behaviour

Kicova, Eva; Svabova, Lucia; Ponisciakova, Olga; … - 2025

, models were created for both predictive and explanatory purposes using the CHAID classification tree and logistic regression …

Persistent link: https://www.econbiz.de/10015338329

Tax compliance pattern analysis : a survey-based approach

Surugiu, Marius-Răzvan; Vasile, Valentina; Surugiu, Camelia - 2025

online from April to June 2023, with a sample size of 185 respondents. A logistic regression model was constructed using the …

Persistent link: https://www.econbiz.de/10015338360

The impact of education to the transition from unemployment to employment in Egypt

Gad, Amany Yashoa - In: Review of Economics and Political Science (REPS) 10 (2025) 1, pp. 16-33

Persistent link: https://www.econbiz.de/10015394435

Nichelatti, Enrico; Tagem, Abrams Mbu Enow - 2025

inadequate or unfair; conversely, it increases if citizens perceive the government to be responding adequately. Logistic … regression results confirm this heterogeneity. Droughts, extreme temperatures, floods, and storms reduce tax morale, while …

Persistent link: https://www.econbiz.de/10015395507

Data mining for the adjustment of credit scoring models in solidarity economy entities : a methodology for addressing class imbalances

Bermudez Vera, Ivan Mauricio; Restrepo, Jaime Mosquera; … - In: Risks : open access journal 13 (2025) 2, pp. 1-16

, logistic regression-based models remain effective, especially when combined with class-balancing techniques. It is concluded …

Persistent link: https://www.econbiz.de/10015333680

Determinants of firms' propensity to use intercorporate loans : empirical evidence from India

Ghose, Biswajit; Roy, Prasenjit; Ngima, Yeshi; Gope, Kiran - In: Risks : open access journal 13 (2025) 4, pp. 1-19

-year observations comprising 3739 non-financial listed Indian firms for 21 years from 2002 to 2022. The random effect logistic … regression model is used to investigate the objectives. The conventional capital structure determinants are relevant in …

Persistent link: https://www.econbiz.de/10015408401