Mining big data using parsimonious factor, machine learning, variable selection and shrinkage methods
Author:
Publisher
Elsevier BV
Subject
Business and International Management
Reference81 articles.
1. Persistence in forecasting performance and conditional combination strategies;Aiolfi;Journal of Econometrics,2006
2. Diffusion index models and index proxies: Recent results and new direction;Armah;European Journal of Pure and Applied Mathematics,2010
3. Seeing inside the black box: Using diffusion index methodology to construct factor proxies in large scale macroeconomic time series environments;Armah;Econometric Reviews,2010
4. Factor forecasts for the UK;Artis;Journal of Forecasting,2005
5. Determining the number of factors in approximate factor models;Bai;Econometrica,2002
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