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  • Search: subject:"FactorsModels"
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Year of publication
Subject
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FactorsModels 2 Forecasting 2 Principal Components Analysis 2 LASSO 1 Least Absolute Deviations 1 Robust Estimation 1
Online availability
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Free 2
Type of publication
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Book / Working Paper 2
Language
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Undetermined 2
Author
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Kristensen, Johannes Tang 2
Institution
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School of Economics and Management, University of Aarhus 2
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CREATES Research Papers 2
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RePEc 2
Showing 1 - 2 of 2
Did you mean: subject:"factormodels" (9 results)
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Diffusion Indexes with Sparse Loadings
Kristensen, Johannes Tang - School of Economics and Management, University of Aarhus - 2013
The use of large-dimensional factor models in forecasting has received much attention in the literature with the consensus being that improvements on forecasts can be achieved when comparing with standard models. However, recent contributions in the literature have demonstrated that care needs...
Persistent link: https://www.econbiz.de/10010851192
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Factor-Based Forecasting in the Presence of Outliers: Are Factors Better Selected and Estimated by the Median than by The Mean?
Kristensen, Johannes Tang - School of Economics and Management, University of Aarhus - 2012
Macroeconomic forecasting using factor models estimated by principal components has become a popular research topic with many both theoretical and applied contributions in the literature. In this paper we attempt to address an often neglected issue in these models: The problem of outliers in the...
Persistent link: https://www.econbiz.de/10010851270
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