exponential family distribution are main source to generate distribution characteristics












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my question is that why we say this distribution is from exponential family and by comparing it with exponential form we find cummulant function ,sufficient statistics and more things, distributions which dont belong from this family what changes they have ? when and where did this family proposed ? who proposed it? and why it was proposed? many questions about exponential family , what the basic reason to compare our last form with its form??? i need a authentic reason










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    $begingroup$


    my question is that why we say this distribution is from exponential family and by comparing it with exponential form we find cummulant function ,sufficient statistics and more things, distributions which dont belong from this family what changes they have ? when and where did this family proposed ? who proposed it? and why it was proposed? many questions about exponential family , what the basic reason to compare our last form with its form??? i need a authentic reason










    share|cite|improve this question









    $endgroup$















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      0





      $begingroup$


      my question is that why we say this distribution is from exponential family and by comparing it with exponential form we find cummulant function ,sufficient statistics and more things, distributions which dont belong from this family what changes they have ? when and where did this family proposed ? who proposed it? and why it was proposed? many questions about exponential family , what the basic reason to compare our last form with its form??? i need a authentic reason










      share|cite|improve this question









      $endgroup$




      my question is that why we say this distribution is from exponential family and by comparing it with exponential form we find cummulant function ,sufficient statistics and more things, distributions which dont belong from this family what changes they have ? when and where did this family proposed ? who proposed it? and why it was proposed? many questions about exponential family , what the basic reason to compare our last form with its form??? i need a authentic reason







      probability-distributions normal-distribution uniform-distribution jordan-normal-form






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      asked Dec 13 '18 at 16:20









      rizwan niazrizwan niaz

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