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The aim of this paper is to give a formal definition and consistent estimates of the extremes of a population. This definition relies on a threshold value that delimits the extremes and on the uniform convergence of the distribution of these extremes to a Pareto type distribution. The tail...
Persistent link: https://www.econbiz.de/10005699657
) structural change test, where we calculate bootstrap critical values. While the size is correct, his sequential method lacks …
Persistent link: https://www.econbiz.de/10005702663
In this paper, we propose a method of analyzing time series in the spatial domain. The analysis is based on the inference on the local time and its expectation. Both for the stationary and nonstationary time series, the spatial distributions are provided by the local time, and some of their...
Persistent link: https://www.econbiz.de/10005329026
Procedures are developed to compute the proportion of turning points located in the sample path of time series data. It is shown that the proportion of turning points can be directly related to the data generating process. Methods for estimating model parameters are developed using counts of...
Persistent link: https://www.econbiz.de/10005063634
-smoothing and discarding pertinent information. In this presentation, we present some bootstrap tests for non-linearity in a time …
Persistent link: https://www.econbiz.de/10005702559
samples are repeated until a criterion for stopping is satisfied. In this paper we propose bootstrap tests as criterion for …
Persistent link: https://www.econbiz.de/10005328868
-sectional units, which may be obtained through the standard bootstrap method. Consequently, we may conveniently use various …
Persistent link: https://www.econbiz.de/10005342316
. One can use the bootstrap distribution of the score test statistic to obtain a critical value. This can give already … value. Since the score test statistic is asymptotically pivotal, the bootstrap critical value is second-order correct … matrix used in the quadratic form. In this paper we propose a bootstrap-based method to obtain both a second-order correct …
Persistent link: https://www.econbiz.de/10005702655
Bootstrap resampling schemes. First, an algorithm implementing jackknife is used to extract leverage for all data points, that …, Bootstrap resampling is implemented, taking into account leverage information. This approach proved to be robust to the presence …
Persistent link: https://www.econbiz.de/10005129766
This paper presents a rigurous framework for evaluating alternative forecasting methods for Chilean industrial production and sales. While nonlinear features appear to be important for forecasting the very short term, simple univariate linear models perform about as well for almost every...
Persistent link: https://www.econbiz.de/10005328915