Search Results - subject:"Predictive Modeling"

Spatial panel count data : modeling and forecasting of urban crimes

Glaser, Stephanie; Jung, Robert; Schweikert, Karsten - In: Journal of spatial econometrics 3 (2022) 1, pp. 1-29

Persistent link: https://www.econbiz.de/10013483281

Machine learning-based analysis of academic performance determinants in Somaliland : insights from the 2021/2022 national secondary school exams

Ali, Mohamoud J.; Muse, Abdisalam Hassan; Chesneau, … - In: Operations research forum 5 (2024) 1, pp. 1-18

Persistent link: https://www.econbiz.de/10014517891

Machine learning prediction of loss given default in government-sponsored enterprise residential mortgages

Liu, Zilong; Liang, Hongyan - In: The journal of risk model validation 18 (2024) 2, pp. 1-23

Persistent link: https://www.econbiz.de/10015459249

PLS-SEM : a method demonstration in the R statistical environment

Legate, Amanda E.; Ringle, Christian M.; Hair, Joseph F. - In: Human resource development quarterly 35 (2024) 4, pp. 501-529

Persistent link: https://www.econbiz.de/10015359241

Exploring the predictive power of ANN and traditional regression models in real estate pricing : evidence from Prishtina

Hoxha, Visar - In: Journal of property investment & finance 42 (2024) 2, pp. 134-150

Persistent link: https://www.econbiz.de/10015403402

Python for Accounting and Finance : An Integrative Approach to Using Python for Research

Kumar, Sunil - 2024

learning approaches for predictive modeling in financial contexts, further emphasizing his commitment to leveraging technology …

Persistent link: https://www.econbiz.de/10014565975

Predicting hotel booking cancelation with machine learning techniques

Yoo, Myongjee; Singh, Ashok K.; Loewy, Noah - In: Journal of Hospitality and Tourism Technology 15 (2024) 1, pp. 54-69

determines the key cancelation drivers. Design/methodology/approach Predictive modeling, specifically the machine learning … forecast hotel room cancelations by applying a relatively new method, machine learning. By implementing predictive modeling …

Persistent link: https://www.econbiz.de/10014874215

Exploring the predictive power of ANN and traditional regression models in real estate pricing: evidence from Prishtina

Hoxha, Visar - In: Journal of Property Investment & Finance 42 (2024) 2, pp. 134-150

Purpose The purpose of the study is to examine the efficiency of linear, nonlinear and artificial neural networks (ANNs), in predicting property prices. Design/methodology/approach The present study uses a dataset of 1,468 real estate transactions from 2020 to 2022, obtained from the Department...

Persistent link: https://www.econbiz.de/10015352268

The prediction of mortgage prepayment risks in the early stages of loan origination : a machine learning approach

Liu, Zilong; Liang, Hongyan - In: Journal of risk : JOR 27 (2024) 2, pp. 1-31

Persistent link: https://www.econbiz.de/10015652249

A penalized two-pass regression to predict stock returns with time-varying risk premia

Bakalli, Gaetan; Guerrier, Stéphane; Scaillet, Olivier - 2021

We develop a penalized two-pass regression with time-varying factor loadings. The penalization in the first pass enforces sparsity for the time-variation drivers while also maintaining compatibility with the no arbitrage restrictions by regularizing appropriate groups of coefficients. The second...

Persistent link: https://www.econbiz.de/10012487589