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DETERMINATION OF THE BEST PROBABILITY DISTRIBUTION OF FIT FOR OZONE CONCENTRATION DATA IN CAMPO GRANDE-MS-BRAZIL

DETERMINATION OF THE BEST PROBABILITY DISTRIBUTION OF FIT FOR OZONE CONCENTRATION DATA IN CAMPO GRANDE-MS-BRAZIL

Author: Amaury de Souza,[a]* Bulbul Jan,[b] Faisal Nawaz,[c] Muhammad Ayub Khan Yousuf Zai, [d] Hamilton G. Pavao,[a] Widnei A. Fernandes, [a] Soetânia Santos de Oliveira, [d] Ivana Pobocikova, [e] Jane Rose Leite Larréa Seabra, [a] Marcel Carvalho Abreu,[f] José Silaev
Abstract

This study discussed the behavior of ozone level observed in the atmospheric region of Campo Grande. To determine the best adjusted
distribution to describe the ozone co-generation data for the year 2016 in Campo Grande were used 15 functions adjusted for this purpose; the performances of the distributions are evaluated using three test qualities, namely Kolmogorov- Smirnov, Anderson-Darling and ChiSquare test. Finally, the result of the fitted quality test is compared, it was observed that the generalized extreme value distribution provides a good fit for the whole year and the distributions Gamma 3P; lognormal 3P; weibull and Gamma 3P for the seasons of the year: winter, spring, summer, autumn, which are empirically proven to be the most appropriate distribution of data.

Keywords: ozone, probability distribution, fit quality tests

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