Defence and Peace Economics · 2014 · 42 citations · 46 references
Social SciencesEconomicsCausal InferenceEconometricsMacroeconomicsCointegration AnalysisEconomic GrowthGrowth TheoryStructural Break AnalysisTime Series EconometricsEconometric IdentificationEconomic Growth DynamicsEconomic InstabilityGranger Causality AnalysisStructural Break ModelingStructural Break TestsStructural BreaksStructural Instability
This paper contributes to the growing literature on the milex-growth nexus, by providing a case study of South Africa and considering the possibility of structural breaks by applying newly developed econometric methods. Using full sample bootstrap Granger non-causality tests, no Granger causal link is found between military expenditure and GDP for 1951–2010, but parameter instability tests show the estimated VARs to be unstable. Using a bootstrap rolling window estimation procedure, however, finds evidence of bidirectional Granger causality in various subsamples. This implies standard Granger non-causality tests, which neither account for structural breaks nor time variation may be invalid.
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Testing for a unit root in time series regression
Peter C.B. Phillips, Pierre Perrón · Biometrika · 1988 · 17.9K citations
Bootstrap Methods: Another Look at the Jackknife
B. Efron · The Annals of Statistics · 1979 · 17.4K citations · Full text