Outlines and Highlights for Forecasting in the Presence of Structural Breaks and Model Uncertainty

Outlines and Highlights for Forecasting in the Presence of Structural Breaks and Model Uncertainty
Author: Cram101 Textbook Reviews
Publisher: Academic Internet Pub Incorporated
Total Pages: 60
Release: 2011-05-01
Genre: Education
ISBN: 9781614901884

Never HIGHLIGHT a Book Again! Virtually all of the testable terms, concepts, persons, places, and events from the textbook are included. Cram101 Just the FACTS101 studyguides give all of the outlines, highlights, notes, and quizzes for your textbook with optional online comprehensive practice tests. Only Cram101 is Textbook Specific. Accompanys: 9780444529428 .

Forecasting in the Presence of Structural Breaks and Model Uncertainty

Forecasting in the Presence of Structural Breaks and Model Uncertainty
Author: David E. Rapach
Publisher: Emerald Group Publishing
Total Pages: 691
Release: 2008-02-29
Genre: Business & Economics
ISBN: 1849505403

Forecasting in the presence of structural breaks and model uncertainty are active areas of research with implications for practical problems in forecasting. This book addresses forecasting variables from both Macroeconomics and Finance, and considers various methods of dealing with model instability and model uncertainty when forming forecasts.

Forecasting in the Presence of Structural Breaks and Model Uncertainty

Forecasting in the Presence of Structural Breaks and Model Uncertainty
Author: David E. Rapach
Publisher: Emerald Group Publishing
Total Pages: 691
Release: 2008-02-29
Genre: Business & Economics
ISBN: 044452942X

Forecasting in the presence of structural breaks and model uncertainty are active areas of research with implications for practical problems in forecasting. This book addresses forecasting variables from both Macroeconomics and Finance, and considers various methods of dealing with model instability and model uncertainty when forming forecasts.

Optimal Forecasts in the Presence of Discrete Structural Breaks Under Long Memory

Optimal Forecasts in the Presence of Discrete Structural Breaks Under Long Memory
Author: Mwasi Paza Mboya
Publisher:
Total Pages: 0
Release: 2022
Genre:
ISBN:

We develop methods to obtain optimal forecast under long memory in the presence of a discrete structural break based on different weighting schemes for the observations. We observe significant changes in the forecasts when long-range dependence is taken into account. Using Monte Carlo simulations, we confirm that our methods substantially improve the forecasting performance under long memory. We further present an empirical application to in inflation rates that emphasizes the importance of our methods.

Forecasting in the Presence of Recent Structural Change

Forecasting in the Presence of Recent Structural Change
Author:
Publisher:
Total Pages:
Release: 2010
Genre:
ISBN:

We examine how to forecast after a recent break. We consider monitoring for change and then combining forecasts from models that do and do not use data before the change; and robust methods, namely rolling regressions, forecast averaging over different windows and exponentially weighted moving average (EWMA) forecasting. We derive analytical results for the performance of the robust methods relative to a full-sample recursive benchmark. For a location model subject to stochastic breaks the relative mean square forecast error ranking is EWMA