Arbeitspapier

A simple instrument for proxy vector autoregressive analysis

A major challenge for proxy vector autoregressive analysis is the construction of a suitable instrument variable for identifying a shock of interest. We propose a simple proxy that can be constructed whenever the dating and sign of particular shocks are known. It is shown that the proxy can lead to impulse response estimates of the impact effects of the shock of interest that are nearly as efficient as or even more efficient than estimators based on a conventional, more sophisticated proxy.

Language
Englisch

Bibliographic citation
Series: DIW Discussion Papers ; No. 1905

Classification
Wirtschaft
Multiple or Simultaneous Equation Models: Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
Subject
GMM
heteroskedastic VAR
instrumental variable estimation
proxy VAR
structural vector autoregression

Event
Geistige Schöpfung
(who)
Boer, Lukas
Lütkepohl, Helmut
Event
Veröffentlichung
(who)
Deutsches Institut für Wirtschaftsforschung (DIW)
(where)
Berlin
(when)
2020

Handle
Last update
10.03.2025, 11:45 AM CET

Data provider

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Object type

  • Arbeitspapier

Associated

  • Boer, Lukas
  • Lütkepohl, Helmut
  • Deutsches Institut für Wirtschaftsforschung (DIW)

Time of origin

  • 2020

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