Showing 1 - 10 of 18
In the literature many papers state that long-memory time series models such as Fractional Gaussian Noises (FGN) or Fractionally Integrated series (FI(d)) are empirically indistinguishable from models with a non-stationary mean, but which are mean reverting. We present an analysis of the...
Persistent link: https://www.econbiz.de/10010870074
We present the results of a simulation study into the properties of 12 different estimators of the Hurst parameter, H, or the fractional integration parameter, d, in long memory time series which are available in R packages. We compare and contrast their performance on simulated Fractional...
Persistent link: https://www.econbiz.de/10010751805
Extreme value methods are widely used in financial applications such as risk analysis, forecasting and pricing models. One of the challenges with their application in finance is accounting for the temporal dependence between the observations, for example the stylised fact that financial time...
Persistent link: https://www.econbiz.de/10010749110
In this paper graphical modelling is used to select a sparse structure for a multivariate time series model of New Zealand interest rates. In particular, we consider a recursive structural vector autoregressions that can subsequently be described parsimoniously by a directed acyclic graph, which...
Persistent link: https://www.econbiz.de/10010749271
In this paper, we propose a computationally effective approach to detect multiple structural breaks in the mean occurring at unknown dates. We present a non-parametric approach that exploits, in the framework of least squares regression trees, the contiguity property of data generating processes...
Persistent link: https://www.econbiz.de/10010750009
A number of industrialized and developing countries agreed to the terms of the Kyoto protocol to conserve energy and reduce emissions. The close relationship between energy consumption and real GDP growth suggests that energy conservation policies are likely to affect real GDP growth. In this...
Persistent link: https://www.econbiz.de/10010870005
Persistent link: https://www.econbiz.de/10010870199
The paper analyses the impact of geographic innovation on total factor productivity (TFP) in Taiwan in 2001 using 242 four-digit standard industrial classification (SIC) industries. We compute TFP by estimating Translog production functions with K, L, E and M inputs, and measure the geographic...
Persistent link: https://www.econbiz.de/10010870358
This paper analyses results from an investigation into the determinants of biotechnology innovation in New Zealand using a comprehensive new data set. The theoretical framework is based on a synthesis of hypotheses drawn from four strands of the innovation literature and the empirical work...
Persistent link: https://www.econbiz.de/10010748609
Human capital is increasingly believed to play an important role in the growth process; however, adequately measuring its stock remains controversial. Because the estimated impact that human capital has on economic growth is sensitive to the measures or proxies of human capital, accurate and...
Persistent link: https://www.econbiz.de/10010748973