MIXFIT: A microcomputer-based routine for fitting heterogeneous probability distribution functions to data

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Date

1994

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Volume Title

Publisher

American Society of Agricultural and Biological Engineers

Abstract

Some engineering data represent a mixture of data from two distinct populations or result from two or more concomitant phenomena. Homogeneous probability density functions are not always suitable for representing such data. This article describes the development of a procedure for fitting two types of heterogeneous density functions to mixed population data. The benefits derived from using these heterogeneous functions are evaluated with conventional goodness-of-fit tests.

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Keywords

Heterogeneous, Microcomputer probability distributions, Statistics, Infiltration, Weibull, Design, Agricultural engineering

Citation

Cooke, R. A.; Mostaghimi, S., "MIXFIT: a microcomputer-based routine for fitting heterogeneous probability distribution functions to data," Transactions of the ASABE. 37(5): 1463-1472. (doi: 10.13031/2013.28229) @1994