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Hypothesis tests: It can be applied whenever you choose to confirm a claim by making use of details collected by means of random sampling techniques named a take a look at statistic.
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Transform the nonconstant variance by way of the application of the variance-stabilizing transformation on the response variable. This process aims at making sure the info fulfills the normal assumptions (standardization of the data).