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Construction of regression models predicting lead times and classification models

Olszewski, Paweł; Gilejko, Leszek; Rakova, Natalia; … - In: European research studies 27 (2024), pp. 179-189

Persistent link: https://www.econbiz.de/10014543796

Prediction model averaging estimator

Xie, Tian - In: Economics letters 131 (2015), pp. 5-8

Persistent link: https://www.econbiz.de/10011422490

Mining big data using parsimonious factor and shrinkage methods

Kim, Hyun Hak; Swanson, Norman R. - 2013

A number of recent studies in the economics literature have focused on the usefulness of factor models in the context of prediction using "big data". In this paper, our over-arching question is whether such "big data" are useful for modelling low frequency macroeconomic variables such as...

Persistent link: https://www.econbiz.de/10009766687

Scaled PCA : a new approach to dimension reduction

Huang, Dashan; Jiang, Fuwei; Li, Kunpeng; Tong, Guoshi; … - In: Management science : journal of the Institute for … 68 (2022) 3, pp. 1678-1695

Persistent link: https://www.econbiz.de/10013260016

Estimating the anomaly base rate

Chinco, Alex; Neuhierl, Andreas; Weber, Michael - In: Journal of financial economics 140 (2021) 1, pp. 101-126

Persistent link: https://www.econbiz.de/10013188625

An Alternative Model for Classification by Neural Networks Based on Bayesian Methods

2018

An alternative model to class conditional probability estimation for classification problems is introduced. The model … distributions of the classes at the measurements points. A classification system is built by transforming the classification problem …

Persistent link: https://www.econbiz.de/10012927281