Dynamic Factor Models

Dynamic Factor Models

Author: Siem Jan Koopman

Publisher: Emerald Group Publishing

Published: 2016-01-08

Total Pages: 685

ISBN-13: 1785603523

DOWNLOAD EBOOK

This volume explores dynamic factor model specification, asymptotic and finite-sample behavior of parameter estimators, identification, frequentist and Bayesian estimation of the corresponding state space models, and applications.


Structural Vector Autoregressive Analysis

Structural Vector Autoregressive Analysis

Author: Lutz Kilian

Publisher: Cambridge University Press

Published: 2017-11-23

Total Pages: 757

ISBN-13: 1107196574

DOWNLOAD EBOOK

This book discusses the econometric foundations of structural vector autoregressive modeling, as used in empirical macroeconomics, finance, and related fields.


Handbook of Econometrics

Handbook of Econometrics

Author:

Publisher: Elsevier

Published: 2020-11-25

Total Pages: 594

ISBN-13: 0444636544

DOWNLOAD EBOOK

Handbook of Econometrics, Volume 7A, examines recent advances in foundational issues and "hot" topics within econometrics, such as inference for moment inequalities and estimation of high dimensional models. With its world-class editors and contributors, it succeeds in unifying leading studies of economic models, mathematical statistics and economic data. Our flourishing ability to address empirical problems in economics by using economic theory and statistical methods has driven the field of econometrics to unimaginable places. By designing methods of inference from data based on models of human choice behavior and social interactions, econometricians have created new subfields now sufficiently mature to require sophisticated literature summaries. - Presents a broader and more comprehensive view of this expanding field than any other handbook - Emphasizes the connection between econometrics and economics - Highlights current topics for which no good summaries exist


Macroeconomic Forecasting in the Era of Big Data

Macroeconomic Forecasting in the Era of Big Data

Author: Peter Fuleky

Publisher: Springer Nature

Published: 2019-11-28

Total Pages: 716

ISBN-13: 3030311503

DOWNLOAD EBOOK

This book surveys big data tools used in macroeconomic forecasting and addresses related econometric issues, including how to capture dynamic relationships among variables; how to select parsimonious models; how to deal with model uncertainty, instability, non-stationarity, and mixed frequency data; and how to evaluate forecasts, among others. Each chapter is self-contained with references, and provides solid background information, while also reviewing the latest advances in the field. Accordingly, the book offers a valuable resource for researchers, professional forecasters, and students of quantitative economics.


The Oxford Handbook of Economic Forecasting

The Oxford Handbook of Economic Forecasting

Author: Michael P. Clements

Publisher: OUP USA

Published: 2011-07-08

Total Pages: 732

ISBN-13: 0195398645

DOWNLOAD EBOOK

Greater data availability has been coupled with developments in statistical theory and economic theory to allow more elaborate and complicated models to be entertained. These include factor models, DSGE models, restricted vector autoregressions, and non-linear models.


Essays in Honour of Fabio Canova

Essays in Honour of Fabio Canova

Author: Juan J. Dolado

Publisher: Emerald Group Publishing

Published: 2022-09-21

Total Pages: 188

ISBN-13: 1803828331

DOWNLOAD EBOOK

Both parts of Volume 44 of Advances in Econometrics pay tribute to Fabio Canova for his major contributions to economics over the last four decades.


Handbook of Macroeconomics

Handbook of Macroeconomics

Author: John B. Taylor

Publisher: Elsevier

Published: 2016-12-01

Total Pages: 1376

ISBN-13: 0444594787

DOWNLOAD EBOOK

Handbook of Macroeconomics surveys all major advances in macroeconomic scholarship since the publication of Volume 1 (1999), carefully distinguishing between empirical, theoretical, methodological, and policy issues. It courageously examines why existing models failed during the financial crisis, and also addresses well-deserved criticism head on. With contributions from the world's chief macroeconomists, its reevaluation of macroeconomic scholarship and speculation on its future constitute an investment worth making. - Serves a double role as a textbook for macroeconomics courses and as a gateway for students to the latest research - Acts as a one-of-a-kind resource as no major collections of macroeconomic essays have been published in the last decade


Handbook of Structural Equation Modeling

Handbook of Structural Equation Modeling

Author: Rick H. Hoyle

Publisher: Guilford Publications

Published: 2014-01-01

Total Pages: 753

ISBN-13: 1462516793

DOWNLOAD EBOOK

The first comprehensive structural equation modeling (SEM) handbook, this accessible volume presents both the mechanics of SEM and specific SEM strategies and applications. The editor, contributors, and editorial advisory board are leading methodologists who have organized the book to move from simpler material to more statistically complex modeling approaches. Sections cover the foundations of SEM; statistical underpinnings, from assumptions to model modifications; steps in implementation, from data preparation through writing the SEM report; and basic and advanced applications, including new and emerging topics in SEM. Each chapter provides conceptually oriented descriptions, fully explicated analyses, and engaging examples that reveal modeling possibilities for use with readers' data. Many of the chapters also include access to data and syntax files at the companion website, allowing readers to try their hands at reproducing the authors' results.