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Article Dans Une Revue METRON Année : 2010

Truncated skew-normal distributions: moments, estimation by weighted moments and application to climatic data

Résumé

In this paper we derive an expression of the m$^{th}$ order moments and some weighted moments of truncated skew-normal distributions. We link these formulas to previous results for truncated distributions and non truncated skew-normal distributions. Methods to estimate skew-normal parameters using weighted moments are proposed and compared to other classical techniques. In a second step we propose to model the distribution of relative humidity with a truncated skew-normal distribution.
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Dates et versions

hal-03200200 , version 1 (16-04-2021)

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Cédric Flecher, Denis Allard, Philippe Naveau. Truncated skew-normal distributions: moments, estimation by weighted moments and application to climatic data. METRON, 2010, 68 (3), pp.331-345. ⟨10.1007/BF03263543⟩. ⟨hal-03200200⟩
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