Mining big data using parsimonious factor, machine learning, variable selection and shrinkage methods
Hyun Hak Kim, Norman R. Swanson
| Year of publication: |
2018
|
|---|---|
| Authors: | Kim, Hyun Hak ; Swanson, Norman R. |
| Published in: |
International journal of forecasting. - Amsterdam [u.a.] : Elsevier, ISSN 0169-2070, ZDB-ID 283943-X. - Vol. 34.2018, 2, p. 339-354
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| Subject: | Prediction | Independent component analysis | Sparse principal component analysis | Bagging | Boosting | Bayesian model averaging | Ridge regression | Least angle regression | Elastic net and non-negative garotte | Regressionsanalyse | Regression analysis | Bayes-Statistik | Bayesian inference | Künstliche Intelligenz | Artificial intelligence | Prognoseverfahren | Forecasting model | Hauptkomponentenanalyse | Principal component analysis | Data Mining | Data mining | Faktorenanalyse | Factor analysis | Schätztheorie | Estimation theory |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.ijforecast.2016.02.012 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10012030940