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Brief discussion on statistics



        Needed for analysing noise.



        Mean or average, given a set of numbers {xi}, the mean is


                                                           =−1
                                                        1
                                               ̅ =          ∑ 
                                                                         
                                                       
                                                              =0





        Mean squared is given by,


                                                            =−1
                                                        1
                                              ̅̅̅             ∑ 
                                                                         2
                                                2
                                               =
                                                                       
                                                              =0

        Variance, which is measure of the spread of the numbers


        in the set {xi} is given by,


                                                      =−1
                                                   1
                                          2
                                                                                2
                                         =            ∑ (̅ −  )
                                                                            
                                                  
                                                         =0

        The standard deviation if given by,



                                                                    2
                                                    =     √


        The normal distribution function is given by,



                                                          1          −  (̅−) 2
                                       () =                        2 2
                                                     √2     2


        This is expressed in the form so that,




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