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Time Series in High Dimension: the General Dynamic Factor Model
Language: en
Pages: 764
Authors: Marc Hallin
Categories: Business & Economics
Type: BOOK - Published: 2020-03-30 - Publisher: World Scientific Publishing Company

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Factor models have become the most successful tool in the analysis and forecasting of high-dimensional time series. This monograph provides an extensive account
Manfred Deistler and the General Dynamic Factor Model Approach to the Analysis of High-dimensional Time Series
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Robustness and the General Dynamic Factor Model With Infinite-Dimensional Space
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Type: BOOK - Published: 2020 - Publisher:

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General dynamic factor models have demonstrated their capacity to circumvent the curse of dimensionality in the analysis of high-dimensional time series and hav
Dynamic Factor Models
Language: en
Pages: 29
Authors: Jörg Breitung
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Time Series Models
Language: en
Pages: 213
Authors: Manfred Deistler
Categories: Mathematics
Type: BOOK - Published: 2022-10-21 - Publisher: Springer Nature

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This textbook provides a self-contained presentation of the theory and models of time series analysis. Putting an emphasis on weakly stationary processes and li