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3. Statistical tests
3.1 Fit tests
In statistics, the question often arises as to whether a series of data can be considered to fit a given probability distribution. This makes it possible to model the phenomenon under study.
In most cases, the chi-square test is used to test modeling using a discrete distribution such as the uniform distribution, the binomial distribution or the Poisson distribution...
The Kolmogorov-Smirnov or Shapiro test is used to test modeling by a continuous law, such as the normal or exponential law....
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