Arbeitspapier

Forecasting with panel data

This paper gives a brief survey of forecasting with panel data. Starting with a simple error component regression and surveying best linear unbiased prediction under various assumptions of the disturbance term. This includes various ARMA models as well as spatial autoregressive models. The paper also surveys how these forecasts have been used in panal data applications, running horse races between heterogeneous and homogeneous panel data models using out of sample forecasts.

Language
Englisch

Bibliographic citation
Series: Discussion Paper Series 1 ; No. 2006,25

Classification
Wirtschaft
Multiple or Simultaneous Equation Models: Panel Data Models; Spatio-temporal Models
Subject
Forecasting
BLUP
Panel Data
Spatial Dependence
Serial Correlation
Prognoseverfahren
Panel
Zeitreihenanalyse
Theorie

Event
Geistige Schöpfung
(who)
Baltagi, Badi H.
Event
Veröffentlichung
(who)
Deutsche Bundesbank
(where)
Frankfurt a. M.
(when)
2006

Handle
Last update
10.03.2025, 11:43 AM CET

Data provider

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Object type

  • Arbeitspapier

Associated

  • Baltagi, Badi H.
  • Deutsche Bundesbank

Time of origin

  • 2006

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