August 2013
Beginner to intermediate
672 pages
22h 30m
English
Content preview from Handbook of Economic Forecasting
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Chapter 18
Panel Data Forecasting
Badi H. Baltagi, Department of Economics and Center for Policy Research, 426 Eggers Hall, Syracuse University, Syracuse, NY 13244-1020, USA, E-mail: bbaltagi@maxwell.syr.edu
Abstract
This chapter reviews the panel data forecasting literature. Starting with simple forecasts based on fixed and random effects panel data models. Next, these forecasts are extended to allow for various ARMA type structure on the disturbances, as well as spatial autoregressive and moving average type disturbances. These forecasting methods are then studied in the context of seemingly unrelated regressions. We highlight several forecasting empirical applications using panel data, as well as several Monte Carlo studies that compare ...
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