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An Empirical Study of the Behaviour of the Sample Kurtosis in Samples from Symmetric Stable Distribu...

An Empirical Study of the Behaviour of the Sample Kurtosis in Samples from Symmetric Stable Distribu...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2189114593

An Empirical Study of the Behaviour of the Sample Kurtosis in Samples from Symmetric Stable Distributions

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An Empirical Study of the Behaviour of the Sample Kurtosis in Samples from Symmetric Stable Distributions

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Publisher

St. Louis: Federal Reserve Bank of St. Louis

Journal title

IDEAS Working Paper Series from RePEc, 2018-01

Language

English

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St. Louis: Federal Reserve Bank of St. Louis

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Contents

Kurtosis is seen as a measure of the discrepancy between the observed data and a Gaussian distribution and is defined when the 4th moment is finite. In this work an empirical study is conducted to investigate the behaviour of the sample estimate of kurtosis with respect to sample size and the tail index when applied to heavy-tailed data where the 4...

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Full title

An Empirical Study of the Behaviour of the Sample Kurtosis in Samples from Symmetric Stable Distributions

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TN_cdi_proquest_journals_2189114593

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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2189114593