Large Dimensional Factor Analysis

Large Dimensional Factor Analysis
Author :
Publisher : Now Publishers Inc
Total Pages : 90
Release :
ISBN-10 : 9781601981448
ISBN-13 : 1601981449
Rating : 4/5 (449 Downloads)

Book Synopsis Large Dimensional Factor Analysis by : Jushan Bai

Download or read book Large Dimensional Factor Analysis written by Jushan Bai and published by Now Publishers Inc. This book was released on 2008 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt: Large Dimensional Factor Analysis provides a survey of the main theoretical results for large dimensional factor models, emphasizing results that have implications for empirical work. The authors focus on the development of the static factor models and on the use of estimated factors in subsequent estimation and inference. Large Dimensional Factor Analysis discusses how to determine the number of factors, how to conduct inference when estimated factors are used in regressions, how to assess the adequacy pf observed variables as proxies for latent factors, how to exploit the estimated factors to test unit root tests and common trends, and how to estimate panel cointegration models.


Large Dimensional Factor Analysis Related Books

Large Dimensional Factor Analysis
Language: en
Pages: 90
Authors: Jushan Bai
Categories: Business & Economics
Type: BOOK - Published: 2008 - Publisher: Now Publishers Inc

GET EBOOK

Large Dimensional Factor Analysis provides a survey of the main theoretical results for large dimensional factor models, emphasizing results that have implicati
Large-dimensional Panel Data Econometrics: Testing, Estimation And Structural Changes
Language: en
Pages: 167
Authors: Feng Qu
Categories: Business & Economics
Type: BOOK - Published: 2020-08-24 - Publisher: World Scientific

GET EBOOK

This book aims to fill the gap between panel data econometrics textbooks, and the latest development on 'big data', especially large-dimensional panel data econ
Dynamic Factor Models
Language: en
Pages: 685
Authors: Siem Jan Koopman
Categories: Business & Economics
Type: BOOK - Published: 2016-01-08 - Publisher: Emerald Group Publishing

GET EBOOK

This volume explores dynamic factor model specification, asymptotic and finite-sample behavior of parameter estimators, identification, frequentist and Bayesian
Dynamic Factor Models
Language: en
Pages: 29
Authors: Jörg Breitung
Categories:
Type: BOOK - Published: 2005 - Publisher:

GET EBOOK

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

GET EBOOK

Factor models have become the most successful tool in the analysis and forecasting of high-dimensional time series. This monograph provides an extensive account