We have developed a new test for non-linearity in time series data in discrete time. A comparative study has been conducted on Subba Rao, Gabr and Hinich's test, Keenan's test, Petruccelli and Davies' test, and the new test. Both simulated and real data are used in the study. The implication for for
Tests for transient means in simulated time series
β Scribed by David Goldsman; Lee W. Schruben; James J. Swain
- Publisher
- John Wiley and Sons
- Year
- 1994
- Tongue
- English
- Weight
- 747 KB
- Volume
- 41
- Category
- Article
- ISSN
- 0894-069X
No coin nor oath required. For personal study only.
β¦ Synopsis
We present a family of tests to detect the presence of a transient mean in a simulation process. These tests compare variance estimators from different parts of a simulation run, and are based on the methods of batch means and standardized time series. Our tests can be viewed as natural generalizations of some previously published work. We also include a power analysis of the new tests, as well as some illustrative examples.
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