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Could someone please show me the steps of this sum?


Markov Chain: I don't understand this solution to a conditional probability problem after n state transitions…Using binomial theorem to evaluate summation $sum_k=0^n frac1k+1 binom nk$ in closed formHaving trouble find sum of this equation which has exponents. Can someone please help me solve thisCan somone help me do this double sum problem. I know how to do it manually, but I would like to know how to do it using summation formulas.Why is $sum_j = 1^n dfrac1n = 1$Converting a double summation to a single summationSolving Triple Summation Cases






.everyoneloves__top-leaderboard:empty,.everyoneloves__mid-leaderboard:empty,.everyoneloves__bot-mid-leaderboard:empty margin-bottom:0;








1












$begingroup$


In my probability textbook, I saw this summation, $sum_n=0^N$$Nchoosen$$s^n$$=(1+s)^N$ but I have no idea why it stands, could someone please show me the steps in between? (Or link me something that is similar). Much appreciated!










share|cite|improve this question











$endgroup$













  • $begingroup$
    It should be $(1+s)^N$.
    $endgroup$
    – Wuestenfux
    11 hours ago










  • $begingroup$
    It is a finite sum. Convergence makes sense only for infinite sums.
    $endgroup$
    – Somos
    11 hours ago










  • $begingroup$
    Isn't that the definition of "binomial coefficients"?
    $endgroup$
    – mr_e_man
    14 mins ago

















1












$begingroup$


In my probability textbook, I saw this summation, $sum_n=0^N$$Nchoosen$$s^n$$=(1+s)^N$ but I have no idea why it stands, could someone please show me the steps in between? (Or link me something that is similar). Much appreciated!










share|cite|improve this question











$endgroup$













  • $begingroup$
    It should be $(1+s)^N$.
    $endgroup$
    – Wuestenfux
    11 hours ago










  • $begingroup$
    It is a finite sum. Convergence makes sense only for infinite sums.
    $endgroup$
    – Somos
    11 hours ago










  • $begingroup$
    Isn't that the definition of "binomial coefficients"?
    $endgroup$
    – mr_e_man
    14 mins ago













1












1








1





$begingroup$


In my probability textbook, I saw this summation, $sum_n=0^N$$Nchoosen$$s^n$$=(1+s)^N$ but I have no idea why it stands, could someone please show me the steps in between? (Or link me something that is similar). Much appreciated!










share|cite|improve this question











$endgroup$




In my probability textbook, I saw this summation, $sum_n=0^N$$Nchoosen$$s^n$$=(1+s)^N$ but I have no idea why it stands, could someone please show me the steps in between? (Or link me something that is similar). Much appreciated!







summation






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share|cite|improve this question













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share|cite|improve this question








edited 6 hours ago







JustWandering

















asked 11 hours ago









JustWanderingJustWandering

50310 bronze badges




50310 bronze badges














  • $begingroup$
    It should be $(1+s)^N$.
    $endgroup$
    – Wuestenfux
    11 hours ago










  • $begingroup$
    It is a finite sum. Convergence makes sense only for infinite sums.
    $endgroup$
    – Somos
    11 hours ago










  • $begingroup$
    Isn't that the definition of "binomial coefficients"?
    $endgroup$
    – mr_e_man
    14 mins ago
















  • $begingroup$
    It should be $(1+s)^N$.
    $endgroup$
    – Wuestenfux
    11 hours ago










  • $begingroup$
    It is a finite sum. Convergence makes sense only for infinite sums.
    $endgroup$
    – Somos
    11 hours ago










  • $begingroup$
    Isn't that the definition of "binomial coefficients"?
    $endgroup$
    – mr_e_man
    14 mins ago















$begingroup$
It should be $(1+s)^N$.
$endgroup$
– Wuestenfux
11 hours ago




$begingroup$
It should be $(1+s)^N$.
$endgroup$
– Wuestenfux
11 hours ago












$begingroup$
It is a finite sum. Convergence makes sense only for infinite sums.
$endgroup$
– Somos
11 hours ago




$begingroup$
It is a finite sum. Convergence makes sense only for infinite sums.
$endgroup$
– Somos
11 hours ago












$begingroup$
Isn't that the definition of "binomial coefficients"?
$endgroup$
– mr_e_man
14 mins ago




$begingroup$
Isn't that the definition of "binomial coefficients"?
$endgroup$
– mr_e_man
14 mins ago










2 Answers
2






active

oldest

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5














$begingroup$

If you are not familiar with the binomial theorem, induction is one way to see this.



($N=1$)
$$ sum_n=0^1 binom1n s^n = 1+s=(1+s)^1$$



($N=m to N=m+1$)



beginalign* (1+s)^N+1 &= (1+s)(1+s)^N=(1+s)sum_n=0^N binomNn s^n \&= sum_n=0^N binomNn s^n+sum_n=0^N binomNn s^n+1 \ &= 1+sum_n=1^N binomNn s^n + sum_n=1^N binomNn-1 s^n + s^N+1 \ &= 1+sum_n=1^N left( binomNn + binomNn-1 right) s^n + s^N+1 \ &= 1+sum_n=1^N binomN+1n s^n + s^N+1 \&
= sum_n=0^N+1 binomN+1n s^n
endalign*



Here I use the recursive formula $$ binomnk = binomn-1k+binomn-1k-1 $$






share|cite|improve this answer









$endgroup$






















    6














    $begingroup$

    By the Binomial Theorem
    $$(a+b)^N=sum_n=0^NNchoose na^ncdot b^N-n$$
    choosing $a=s$ and $b=1$ leads to
    $$(1+s)^N=(s+1)^N=sum_n=0^NNchoose ns^ncdot 1^N-n=sum_n=0^NNchoose ns^n$$






    share|cite|improve this answer











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      2 Answers
      2






      active

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      2 Answers
      2






      active

      oldest

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      active

      oldest

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      active

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      5














      $begingroup$

      If you are not familiar with the binomial theorem, induction is one way to see this.



      ($N=1$)
      $$ sum_n=0^1 binom1n s^n = 1+s=(1+s)^1$$



      ($N=m to N=m+1$)



      beginalign* (1+s)^N+1 &= (1+s)(1+s)^N=(1+s)sum_n=0^N binomNn s^n \&= sum_n=0^N binomNn s^n+sum_n=0^N binomNn s^n+1 \ &= 1+sum_n=1^N binomNn s^n + sum_n=1^N binomNn-1 s^n + s^N+1 \ &= 1+sum_n=1^N left( binomNn + binomNn-1 right) s^n + s^N+1 \ &= 1+sum_n=1^N binomN+1n s^n + s^N+1 \&
      = sum_n=0^N+1 binomN+1n s^n
      endalign*



      Here I use the recursive formula $$ binomnk = binomn-1k+binomn-1k-1 $$






      share|cite|improve this answer









      $endgroup$



















        5














        $begingroup$

        If you are not familiar with the binomial theorem, induction is one way to see this.



        ($N=1$)
        $$ sum_n=0^1 binom1n s^n = 1+s=(1+s)^1$$



        ($N=m to N=m+1$)



        beginalign* (1+s)^N+1 &= (1+s)(1+s)^N=(1+s)sum_n=0^N binomNn s^n \&= sum_n=0^N binomNn s^n+sum_n=0^N binomNn s^n+1 \ &= 1+sum_n=1^N binomNn s^n + sum_n=1^N binomNn-1 s^n + s^N+1 \ &= 1+sum_n=1^N left( binomNn + binomNn-1 right) s^n + s^N+1 \ &= 1+sum_n=1^N binomN+1n s^n + s^N+1 \&
        = sum_n=0^N+1 binomN+1n s^n
        endalign*



        Here I use the recursive formula $$ binomnk = binomn-1k+binomn-1k-1 $$






        share|cite|improve this answer









        $endgroup$

















          5














          5










          5







          $begingroup$

          If you are not familiar with the binomial theorem, induction is one way to see this.



          ($N=1$)
          $$ sum_n=0^1 binom1n s^n = 1+s=(1+s)^1$$



          ($N=m to N=m+1$)



          beginalign* (1+s)^N+1 &= (1+s)(1+s)^N=(1+s)sum_n=0^N binomNn s^n \&= sum_n=0^N binomNn s^n+sum_n=0^N binomNn s^n+1 \ &= 1+sum_n=1^N binomNn s^n + sum_n=1^N binomNn-1 s^n + s^N+1 \ &= 1+sum_n=1^N left( binomNn + binomNn-1 right) s^n + s^N+1 \ &= 1+sum_n=1^N binomN+1n s^n + s^N+1 \&
          = sum_n=0^N+1 binomN+1n s^n
          endalign*



          Here I use the recursive formula $$ binomnk = binomn-1k+binomn-1k-1 $$






          share|cite|improve this answer









          $endgroup$



          If you are not familiar with the binomial theorem, induction is one way to see this.



          ($N=1$)
          $$ sum_n=0^1 binom1n s^n = 1+s=(1+s)^1$$



          ($N=m to N=m+1$)



          beginalign* (1+s)^N+1 &= (1+s)(1+s)^N=(1+s)sum_n=0^N binomNn s^n \&= sum_n=0^N binomNn s^n+sum_n=0^N binomNn s^n+1 \ &= 1+sum_n=1^N binomNn s^n + sum_n=1^N binomNn-1 s^n + s^N+1 \ &= 1+sum_n=1^N left( binomNn + binomNn-1 right) s^n + s^N+1 \ &= 1+sum_n=1^N binomN+1n s^n + s^N+1 \&
          = sum_n=0^N+1 binomN+1n s^n
          endalign*



          Here I use the recursive formula $$ binomnk = binomn-1k+binomn-1k-1 $$







          share|cite|improve this answer












          share|cite|improve this answer



          share|cite|improve this answer










          answered 11 hours ago









          serasera

          7372 silver badges18 bronze badges




          7372 silver badges18 bronze badges


























              6














              $begingroup$

              By the Binomial Theorem
              $$(a+b)^N=sum_n=0^NNchoose na^ncdot b^N-n$$
              choosing $a=s$ and $b=1$ leads to
              $$(1+s)^N=(s+1)^N=sum_n=0^NNchoose ns^ncdot 1^N-n=sum_n=0^NNchoose ns^n$$






              share|cite|improve this answer











              $endgroup$



















                6














                $begingroup$

                By the Binomial Theorem
                $$(a+b)^N=sum_n=0^NNchoose na^ncdot b^N-n$$
                choosing $a=s$ and $b=1$ leads to
                $$(1+s)^N=(s+1)^N=sum_n=0^NNchoose ns^ncdot 1^N-n=sum_n=0^NNchoose ns^n$$






                share|cite|improve this answer











                $endgroup$

















                  6














                  6










                  6







                  $begingroup$

                  By the Binomial Theorem
                  $$(a+b)^N=sum_n=0^NNchoose na^ncdot b^N-n$$
                  choosing $a=s$ and $b=1$ leads to
                  $$(1+s)^N=(s+1)^N=sum_n=0^NNchoose ns^ncdot 1^N-n=sum_n=0^NNchoose ns^n$$






                  share|cite|improve this answer











                  $endgroup$



                  By the Binomial Theorem
                  $$(a+b)^N=sum_n=0^NNchoose na^ncdot b^N-n$$
                  choosing $a=s$ and $b=1$ leads to
                  $$(1+s)^N=(s+1)^N=sum_n=0^NNchoose ns^ncdot 1^N-n=sum_n=0^NNchoose ns^n$$







                  share|cite|improve this answer














                  share|cite|improve this answer



                  share|cite|improve this answer








                  answered 11 hours ago


























                  community wiki





                  b00n heT
































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