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Professional Statistics
Parameter vs. statistic: a parameter is just a variety which gives us information regarding the inhabitants of objects that we're learning, and it can't be calculated from the sample; they may also be called an estimator when speaking about populations as they give us a guess or an approximation of what would take place if we were to accomplish the experiment on the whole population.
Change the nonconstant variance as a result of the application of the variance-stabilizing transformation on the reaction variable. This technique aims at making certain the info meets the typical assumptions (standardization of the information).