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What is the distribution of the estimators?
Each observed data value has some perfect distribution and the estimators the estimators are some set of rules to find out the relative parameters by getting the data values either by assumption or by the set exact given value of each data. Verification of data depends on the size of the parameters. If anyone needs to find out the normal distribution, then only mean and standard deviation are required to know for that.
Another kind of distribution is probability distributions which are random variables that identically distributed. Now, the main purpose of distribution is to get an error value. Is an expected value and a true value are similar? Bias is a process that detects the distribution that relates to its median, while in some common distribution mean is important. You can also go with Bernoulli distribution and Poisson distribution. For some special type of distribution as beta distribution, Pareto distribution and gamma distribution are also availed.
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