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In this video, we introduce the Kelly criterion which is the formula that gives optimal risk that maximizes the long term profit, and we will proceed to derive the formula in a nonstandard way. The necessary prerequisite materials like random variables, transformations of random variables, expected value, generalized mean are introduced in the video. Links: Proof that E(B) = np https://proofwiki.org/wiki/Expectatio... Wiki page which has detailed information about the median and the mode of the binomial distribution https://en.wikipedia.org/wiki/Binomia... geometric mean is the limit of the power mean as the power goes to 0 https://planetmath.org/derivationofge... Chapters: 00:00 Intro 03:18 Problem Statement 04:51 The Kelly Criterion 06:36 What is an Average? 11:53 First Step towards the Model 13:30 Random Variables 16:00 Expected Value 18:05 Transformation of Random Variables 20:20 Random Variable for the Problem 22:26 Median of Random Variables 29:15 Mode of Random Variables 31:18 Geometric Mean of Random Variables Music🎵: Track 1: Make a bet - BGM President • [브금대통령](도박/긴장/Casino) Make a Bet [무료음... Track 2: Confusion in my mind - BGM President • [브금대통령] (방황/혼란/Emotional) Confusion i... Track 3: Aurora Currents - Asher Fulero • Aurora Currents - Asher Fulero Track 4: The Confused Mind - BGM President • [Royalty Free Music] The Confused Min... Track 5: YOLO - BGM President • [Royalty Free Music] 복세편살/YOLO (Comic... Track 6: Forest_Sage - PeriTune • 【無料フリーBGM】幻想的なヒーリング「Forest_Sage」 Track 7: Soul Searching - Causmic • Soul Searching Corrections: 18:22 Y=1/X should be 1/X if X ≠ 0 and 0 if X = 0 21:59 E(R) = (1+r)^n, not (1+r)^20