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Linear model theory is the most understanding and even the mixed extension for the modeling that only requires to be written for the vector notation of matrix and through which the core of statistics field have a model for classical and the probability distribution for the form of exponential and even through which the gap of presenting forms the model of statistical for the innovative as a level for the intermediate statistics and posses the distribution in the form of exponential.
The model of linear thus forms a model which is most statistical through which the distribution of probability forms a response of variable which depends on mostly the variables which are explanatory and even forms the formation as a statistical or in the form of probabilistic which forms the distribution of probability with that of mean or variance and where the distribution usually is probabilistic with a finite number of constants which are unknown with their parameters.
Linear model even forms the condition which is known as the function of regression and the estimation of regression usually are based with the specification with that of variance as well as mean. Mostly the statistician uses the model of linear with the analysis of data with their developing methods of statistical.
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