Clarification of algebra in moment generating functionsI'm having trouble seeing how they go from step 1 to step 2Simple convolution problemprobability density of the maximum of samples from a normalized uniform distributionCharacterization of point process, given the number of pointsDiscrete random vector and their sumEquivalent condition for independence of discrete random variables (check my work)Simplification step in derivation of posterior pdf using Bayes' ruleFraction simplification numerator unclearFinding the probability that an inner product is positiveFinding a constant in probability function

How do I, as a DM, handle a party that decides to set up an ambush in a dungeon?

Is it normal for gliders not to have attitude indicators?

Clean sphere separation with a sphere created from a cube

Is there a proof that the set of real numbers can exactly represent distances?

Meaning of the (idiomatic?) expression "seghe mentali"

How to calculate rate of axial precession?

Krull dimension of the ring of global sections

Is there a word that describes the unjustified use of a more complex word?

How to remap repeating commands i.e. <number><command>?

How do I allocate more memory to an app on Sheepshaver running Mac OS 9?

Has the United States ever had a non-Christian President?

Why did the Apollo 13 crew extend the LM landing gear?

Why didn't this character get a funeral at the end of Avengers: Endgame?

Understanding ties

Constitutional limitation of criminalizing behavior in US law?

My first C++ game (snake console game)

The Adventures of a Chocolate Cookie

Is there a word for food that's gone 'bad', but is still edible?

Sci-fi/fantasy book - ships on steel runners skating across ice sheets

Speed up this NIntegrate

What to do when scriptures go against conscience?

Is there precedent or are there procedures for a US president refusing to concede to an electoral defeat?

In linear regression why does regularisation penalise the parameter values as well?

All superlinear runtime algorithms are asymptotically equivalent to convex function?



Clarification of algebra in moment generating functions


I'm having trouble seeing how they go from step 1 to step 2Simple convolution problemprobability density of the maximum of samples from a normalized uniform distributionCharacterization of point process, given the number of pointsDiscrete random vector and their sumEquivalent condition for independence of discrete random variables (check my work)Simplification step in derivation of posterior pdf using Bayes' ruleFraction simplification numerator unclearFinding the probability that an inner product is positiveFinding a constant in probability function













2












$begingroup$


Suppose $X$ has a range $1,2,dots n $ and $p_X(j)=1/n$ for $1leq j leq n$ (uniform distribution). Then beginalign*
g(t)&=sum_j=1^nfrac1ne^tj\
&=frac1n(e^t+e^2t+cdots+e^nt)\
&=frace^t(e^nt-1)n(e^t-1) endalign*



I don't understand how the algebra goes from step 2 to step 3 here. I understand factoring out an $e^t$, but how does the denominator come about. Is this polynomial division?










share|cite|improve this question









$endgroup$
















    2












    $begingroup$


    Suppose $X$ has a range $1,2,dots n $ and $p_X(j)=1/n$ for $1leq j leq n$ (uniform distribution). Then beginalign*
    g(t)&=sum_j=1^nfrac1ne^tj\
    &=frac1n(e^t+e^2t+cdots+e^nt)\
    &=frace^t(e^nt-1)n(e^t-1) endalign*



    I don't understand how the algebra goes from step 2 to step 3 here. I understand factoring out an $e^t$, but how does the denominator come about. Is this polynomial division?










    share|cite|improve this question









    $endgroup$














      2












      2








      2





      $begingroup$


      Suppose $X$ has a range $1,2,dots n $ and $p_X(j)=1/n$ for $1leq j leq n$ (uniform distribution). Then beginalign*
      g(t)&=sum_j=1^nfrac1ne^tj\
      &=frac1n(e^t+e^2t+cdots+e^nt)\
      &=frace^t(e^nt-1)n(e^t-1) endalign*



      I don't understand how the algebra goes from step 2 to step 3 here. I understand factoring out an $e^t$, but how does the denominator come about. Is this polynomial division?










      share|cite|improve this question









      $endgroup$




      Suppose $X$ has a range $1,2,dots n $ and $p_X(j)=1/n$ for $1leq j leq n$ (uniform distribution). Then beginalign*
      g(t)&=sum_j=1^nfrac1ne^tj\
      &=frac1n(e^t+e^2t+cdots+e^nt)\
      &=frace^t(e^nt-1)n(e^t-1) endalign*



      I don't understand how the algebra goes from step 2 to step 3 here. I understand factoring out an $e^t$, but how does the denominator come about. Is this polynomial division?







      probability algebra-precalculus






      share|cite|improve this question













      share|cite|improve this question











      share|cite|improve this question




      share|cite|improve this question










      asked 31 mins ago









      PeetriusPeetrius

      350113




      350113




















          2 Answers
          2






          active

          oldest

          votes


















          3












          $begingroup$

          They are applying the formula for a finite geometric series,



          $$ sum_k=0^n x^k = fracx^n+1-1x-1.$$



          This formula can be derived in various ways, including some which involve polynomial division.



          Here is one approach :



          Let,



          $$ S_n(x) = sum_k=0^n x^k ,$$



          and note that,



          $$ x S_n(x) = sum_k=0^n x^k+1 ,$$



          $$ x S_n(x) = sum_k=1^n+1 x^k ,$$



          $$ x S_n(x) = sum_k=1^n x^k + x^n+1 ,$$



          $$ 1+ x S_n(x) = 1+sum_k=1^n x^k + x^n+1 ,$$



          $$ 1+ x S_n(x) = sum_k=0^n x^k + x^n+1 ,$$



          $$ 1+ x S_n(x) = S_n(x) + x^n+1 ,$$



          $$ x S_n(x) = S_n(x) + x^n+1-1 ,$$



          $$ x S_n(x) - S_n(x) = x^n+1-1 ,$$



          $$ (x-1) S_n(x) = x^n+1-1 ,$$



          $$ S_n(x) = fracx^n+1-1x-1 ,$$






          share|cite|improve this answer









          $endgroup$




















            1












            $begingroup$

            It's a geometric series: $1 + (e^t) + (e^t)^2+...+(e^t)^n-1$ with the sum given as a part of your expression.






            share|cite|improve this answer









            $endgroup$













              Your Answer








              StackExchange.ready(function()
              var channelOptions =
              tags: "".split(" "),
              id: "69"
              ;
              initTagRenderer("".split(" "), "".split(" "), channelOptions);

              StackExchange.using("externalEditor", function()
              // Have to fire editor after snippets, if snippets enabled
              if (StackExchange.settings.snippets.snippetsEnabled)
              StackExchange.using("snippets", function()
              createEditor();
              );

              else
              createEditor();

              );

              function createEditor()
              StackExchange.prepareEditor(
              heartbeatType: 'answer',
              autoActivateHeartbeat: false,
              convertImagesToLinks: true,
              noModals: true,
              showLowRepImageUploadWarning: true,
              reputationToPostImages: 10,
              bindNavPrevention: true,
              postfix: "",
              imageUploader:
              brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
              contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
              allowUrls: true
              ,
              noCode: true, onDemand: true,
              discardSelector: ".discard-answer"
              ,immediatelyShowMarkdownHelp:true
              );



              );













              draft saved

              draft discarded


















              StackExchange.ready(
              function ()
              StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fmath.stackexchange.com%2fquestions%2f3213868%2fclarification-of-algebra-in-moment-generating-functions%23new-answer', 'question_page');

              );

              Post as a guest















              Required, but never shown

























              2 Answers
              2






              active

              oldest

              votes








              2 Answers
              2






              active

              oldest

              votes









              active

              oldest

              votes






              active

              oldest

              votes









              3












              $begingroup$

              They are applying the formula for a finite geometric series,



              $$ sum_k=0^n x^k = fracx^n+1-1x-1.$$



              This formula can be derived in various ways, including some which involve polynomial division.



              Here is one approach :



              Let,



              $$ S_n(x) = sum_k=0^n x^k ,$$



              and note that,



              $$ x S_n(x) = sum_k=0^n x^k+1 ,$$



              $$ x S_n(x) = sum_k=1^n+1 x^k ,$$



              $$ x S_n(x) = sum_k=1^n x^k + x^n+1 ,$$



              $$ 1+ x S_n(x) = 1+sum_k=1^n x^k + x^n+1 ,$$



              $$ 1+ x S_n(x) = sum_k=0^n x^k + x^n+1 ,$$



              $$ 1+ x S_n(x) = S_n(x) + x^n+1 ,$$



              $$ x S_n(x) = S_n(x) + x^n+1-1 ,$$



              $$ x S_n(x) - S_n(x) = x^n+1-1 ,$$



              $$ (x-1) S_n(x) = x^n+1-1 ,$$



              $$ S_n(x) = fracx^n+1-1x-1 ,$$






              share|cite|improve this answer









              $endgroup$

















                3












                $begingroup$

                They are applying the formula for a finite geometric series,



                $$ sum_k=0^n x^k = fracx^n+1-1x-1.$$



                This formula can be derived in various ways, including some which involve polynomial division.



                Here is one approach :



                Let,



                $$ S_n(x) = sum_k=0^n x^k ,$$



                and note that,



                $$ x S_n(x) = sum_k=0^n x^k+1 ,$$



                $$ x S_n(x) = sum_k=1^n+1 x^k ,$$



                $$ x S_n(x) = sum_k=1^n x^k + x^n+1 ,$$



                $$ 1+ x S_n(x) = 1+sum_k=1^n x^k + x^n+1 ,$$



                $$ 1+ x S_n(x) = sum_k=0^n x^k + x^n+1 ,$$



                $$ 1+ x S_n(x) = S_n(x) + x^n+1 ,$$



                $$ x S_n(x) = S_n(x) + x^n+1-1 ,$$



                $$ x S_n(x) - S_n(x) = x^n+1-1 ,$$



                $$ (x-1) S_n(x) = x^n+1-1 ,$$



                $$ S_n(x) = fracx^n+1-1x-1 ,$$






                share|cite|improve this answer









                $endgroup$















                  3












                  3








                  3





                  $begingroup$

                  They are applying the formula for a finite geometric series,



                  $$ sum_k=0^n x^k = fracx^n+1-1x-1.$$



                  This formula can be derived in various ways, including some which involve polynomial division.



                  Here is one approach :



                  Let,



                  $$ S_n(x) = sum_k=0^n x^k ,$$



                  and note that,



                  $$ x S_n(x) = sum_k=0^n x^k+1 ,$$



                  $$ x S_n(x) = sum_k=1^n+1 x^k ,$$



                  $$ x S_n(x) = sum_k=1^n x^k + x^n+1 ,$$



                  $$ 1+ x S_n(x) = 1+sum_k=1^n x^k + x^n+1 ,$$



                  $$ 1+ x S_n(x) = sum_k=0^n x^k + x^n+1 ,$$



                  $$ 1+ x S_n(x) = S_n(x) + x^n+1 ,$$



                  $$ x S_n(x) = S_n(x) + x^n+1-1 ,$$



                  $$ x S_n(x) - S_n(x) = x^n+1-1 ,$$



                  $$ (x-1) S_n(x) = x^n+1-1 ,$$



                  $$ S_n(x) = fracx^n+1-1x-1 ,$$






                  share|cite|improve this answer









                  $endgroup$



                  They are applying the formula for a finite geometric series,



                  $$ sum_k=0^n x^k = fracx^n+1-1x-1.$$



                  This formula can be derived in various ways, including some which involve polynomial division.



                  Here is one approach :



                  Let,



                  $$ S_n(x) = sum_k=0^n x^k ,$$



                  and note that,



                  $$ x S_n(x) = sum_k=0^n x^k+1 ,$$



                  $$ x S_n(x) = sum_k=1^n+1 x^k ,$$



                  $$ x S_n(x) = sum_k=1^n x^k + x^n+1 ,$$



                  $$ 1+ x S_n(x) = 1+sum_k=1^n x^k + x^n+1 ,$$



                  $$ 1+ x S_n(x) = sum_k=0^n x^k + x^n+1 ,$$



                  $$ 1+ x S_n(x) = S_n(x) + x^n+1 ,$$



                  $$ x S_n(x) = S_n(x) + x^n+1-1 ,$$



                  $$ x S_n(x) - S_n(x) = x^n+1-1 ,$$



                  $$ (x-1) S_n(x) = x^n+1-1 ,$$



                  $$ S_n(x) = fracx^n+1-1x-1 ,$$







                  share|cite|improve this answer












                  share|cite|improve this answer



                  share|cite|improve this answer










                  answered 22 mins ago









                  SpencerSpencer

                  9,06722357




                  9,06722357





















                      1












                      $begingroup$

                      It's a geometric series: $1 + (e^t) + (e^t)^2+...+(e^t)^n-1$ with the sum given as a part of your expression.






                      share|cite|improve this answer









                      $endgroup$

















                        1












                        $begingroup$

                        It's a geometric series: $1 + (e^t) + (e^t)^2+...+(e^t)^n-1$ with the sum given as a part of your expression.






                        share|cite|improve this answer









                        $endgroup$















                          1












                          1








                          1





                          $begingroup$

                          It's a geometric series: $1 + (e^t) + (e^t)^2+...+(e^t)^n-1$ with the sum given as a part of your expression.






                          share|cite|improve this answer









                          $endgroup$



                          It's a geometric series: $1 + (e^t) + (e^t)^2+...+(e^t)^n-1$ with the sum given as a part of your expression.







                          share|cite|improve this answer












                          share|cite|improve this answer



                          share|cite|improve this answer










                          answered 23 mins ago









                          dnqxtdnqxt

                          93025




                          93025



























                              draft saved

                              draft discarded
















































                              Thanks for contributing an answer to Mathematics Stack Exchange!


                              • Please be sure to answer the question. Provide details and share your research!

                              But avoid


                              • Asking for help, clarification, or responding to other answers.

                              • Making statements based on opinion; back them up with references or personal experience.

                              Use MathJax to format equations. MathJax reference.


                              To learn more, see our tips on writing great answers.




                              draft saved


                              draft discarded














                              StackExchange.ready(
                              function ()
                              StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fmath.stackexchange.com%2fquestions%2f3213868%2fclarification-of-algebra-in-moment-generating-functions%23new-answer', 'question_page');

                              );

                              Post as a guest















                              Required, but never shown





















































                              Required, but never shown














                              Required, but never shown












                              Required, but never shown







                              Required, but never shown

































                              Required, but never shown














                              Required, but never shown












                              Required, but never shown







                              Required, but never shown







                              Popular posts from this blog

                              Canceling a color specificationRandomly assigning color to Graphics3D objects?Default color for Filling in Mathematica 9Coloring specific elements of sets with a prime modified order in an array plotHow to pick a color differing significantly from the colors already in a given color list?Detection of the text colorColor numbers based on their valueCan color schemes for use with ColorData include opacity specification?My dynamic color schemes

                              Invision Community Contents History See also References External links Navigation menuProprietaryinvisioncommunity.comIPS Community ForumsIPS Community Forumsthis blog entry"License Changes, IP.Board 3.4, and the Future""Interview -- Matt Mecham of Ibforums""CEO Invision Power Board, Matt Mecham Is a Liar, Thief!"IPB License Explanation 1.3, 1.3.1, 2.0, and 2.1ArchivedSecurity Fixes, Updates And Enhancements For IPB 1.3.1Archived"New Demo Accounts - Invision Power Services"the original"New Default Skin"the original"Invision Power Board 3.0.0 and Applications Released"the original"Archived copy"the original"Perpetual licenses being done away with""Release Notes - Invision Power Services""Introducing: IPS Community Suite 4!"Invision Community Release Notes

                              François Viète Contents Biography Work and thought Bibliography See also Notes Further reading External links Navigation menup. 21Google Bookspp. 75–77Google BooksDe thou (from University of Saint Andrews)ArchivedGoogle BooksGoogle BooksGoogle BooksGoogle booksGoogle Bookscc-parthenay.frL'histoire universelle (fr)Universal History (en)ArchivedAdsabs.harvard.eduPagesperso-orange.frArchive.orgChikara Sasaki. Descartes' mathematical thought p.259Google BooksGoogle BooksGoogle Bookspp. 152 and onwardGoogle BooksGoogle BooksScribd.comGoogle Books1257-7979Google BooksGoogle BooksGoogle BooksGoogle BooksGoogle BooksGoogle BooksGallica.bnf.frGoogle BooksGoogle Books"François Viète"Francois Viète: Father of Modern Algebraic NotationThe Lawyer and the GamblerAbout TarporleySite de Jean-Paul GuichardL'algèbre nouvelle"About the Harmonicon"cb120511976(data)1188044800000 0001 0913 5903n82164680ola2013766880073431702w6vt1sb70287374827140948071409480