A Bayesian Analysis of Plant DNA Length Distribution via κ -Statistics

We report an analysis of the distribution of lengths of plant DNA (exons). Three species of were investigated. In our study, we used two distinct κ distribution functions, namely, κ-Maxwellian and double-κ, to fit the length distributions. To determine which distribution has the best fitting, we mad...

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Veröffentlicht in:Entropy (Basel, Switzerland) Switzerland), 2022-09, Vol.24 (9), p.1225
Hauptverfasser: de Lima, Maxsuel M F, Anselmo, Dory H A L, Silva, Raimundo, Nunes, Glauber H S, Fulco, Umberto L, Vasconcelos, Manoel S, Mello, Vamberto D
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Sprache:eng
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Zusammenfassung:We report an analysis of the distribution of lengths of plant DNA (exons). Three species of were investigated. In our study, we used two distinct κ distribution functions, namely, κ-Maxwellian and double-κ, to fit the length distributions. To determine which distribution has the best fitting, we made a Bayesian analysis of the models. Furthermore, we filtered the data, removing outliers, through a box plot analysis. Our findings show that the sum of κ-exponentials is the most appropriate to adjust the distribution curves and that the values of the κ parameter do not undergo considerable changes after filtering. Furthermore, for the analyzed species, there is a tendency for the κ parameter to lay within the interval (0.27;0.43).
ISSN:1099-4300
1099-4300
DOI:10.3390/e24091225