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Statistics & Probability


  • 59:03 New Christmas Lectures 2019: How to Get Lucky - Hannah Fry

    Christmas Lectures 2019: How to Get Lucky - Hannah Fry

    / 2 views

    In the first lecture of the 2019 Christmas Lectures, Hannah Fry explores how mathematical thinking and probability can allow us to understand and predict complex systems - even helping us to make our own luck.Watch more Christmas Lectures: http://www.rigb

  • 07:44 The Incomprehensible Scale of 52!

    The Incomprehensible Scale of 52!

    / 68 views

    One of my favorite fun facts to share with someone is how no matter how implausible it seems, every time you shuffle a deck of cards, you've produced a sequence of cards that has never existed before. It's of course natural to doubt or even disagree with

  • The parrots that understand probabilities

    The parrots that understand probabilities

    / 62 views

    Kea, a type of parrot from New Zealand, have been surprising scientists with their smart predictions. Researchers set them a series of intelligence tests based around probabilities and social cues. They found that kea can perform better than monkeys, show

  • 11:30 AI Learns Insane Monopoly Strategies

    AI Learns Insane Monopoly Strategies

    / 158 views

    all hail the brown set, and rapidly auctioning everything, according to AI at least. 11.2 million games of self-play were used to discover the secrets of this classic game Download this AI: https://github.com/b2developer/MonopolyNEAT Discord: https://disc

  • 17:22 How to predict random numbers

    How to predict random numbers

    / 109 views

    So it's been almost 2 years since I said the random-number-machine follow-up video was coming "soon", and it's finally time! (Combined with a fun bit of math regarding perfect shuffles in reply to a fascinating Matt Parker video)If you take a histogram of

  • 09:44 The 50/50 Problem You Won't Believe

    The 50/50 Problem You Won't Believe

    / 111 views

    Get the Vsauce Curiosity Box: https://www.curiositybox.com/vsauce2Probability is one of the clearest, more straightforward disciplines within mathematics. Unfortunately, almost nothing in mathematics is murkier and more misleading than probability. WHAT?!

  • 03:48 Predicting How Dice Will Roll Isn't So Hard

    Predicting How Dice Will Roll Isn't So Hard

    / 96 views

    I show you why it is easier than you think to guess the total roll of a lot of diceGet Your Experiment Box Here: https://theactionlab.com/Checkout my experiment book: https://amzn.to/2Wf07x1Twitter: https://twitter.com/theactionlabmanFacebook: https://www

  • 19:31 Math Magic - Visualizing 52 factorial

    Math Magic - Visualizing 52 factorial

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    Links to sources, more math magic, and other cool things below! My Twitter: http://www.twitter.com/tweetsauce My Instagram: http://www.instagram.com/electricpants Thanks to Vanessa from BrainCraft! Check out her channel: https://www.youtube.com/user/brain

  • 05:06 Popular The method that can "prove" almost anything - James A. Smith

    The method that can "prove" almost anything - James A. Smith

    / 2,820 views

    Explore the data analysis method known as p-hacking, where data is misrepresented as statistically significant.--In 2011, a group of researchers conducted a study designed to find an impossible result. Their study involved real people, truthfully reported

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  • 00:42 Win the $10 Hat Game #shorts

    Win the $10 Hat Game #shorts

    / 117 views

    Would YOU arrange the dollars differently? #shorts

  • 13:15 The Problem Newton Got Wrong

    The Problem Newton Got Wrong

    / 251 views

    Watch my newest video, "Could a Toothpaste Sandwich Brush Your Teeth?": https://youtu.be/OdeiWhETqQYGo to https://buyraycon.com/vsauce2 for 15% off your order!Brought to you by Raycon.Isaac Newton was right about everything from gravity to the calculus, b

  • 15:04 The Easiest Problem Everyone Gets Wrong

    The Easiest Problem Everyone Gets Wrong

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    Watch my newest video, "Could a Toothpaste Sandwich Brush Your Teeth?": https://youtu.be/OdeiWhETqQYWe know how difficult the Monty Hall Problem is for so many people even after theyre shown all the math behind the best possible strategy. Its basic probab

  • 11:01 This Is NOT 50/50

    This Is NOT 50/50

    / 177 views

    Watch my newest video, "Could a Toothpaste Sandwich Brush Your Teeth?": https://youtu.be/OdeiWhETqQYVsauce2 Store: https://represent.com/store/vsauce2The easiest fair games depend on equal, binary outcomes like flipping a coin or drawing a playing card th

  • 05:43 Can you solve the fantasy election riddle? - Dennis E. Shasha

    Can you solve the fantasy election riddle? - Dennis E. Shasha

    / 216 views

    Practice more problem-solving at https://brilliant.org/TedEd--After much debate, the realm has decided dragon jousting may not be the best way to choose its leaders, and has begun transitioning to democracy. Your company was hired to survey the citizens o

  • 16:43 Introduction to Statistics

    Introduction to Statistics

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    This video tutorial provides a basic introduction into statistics. It explains how to find the mean, median, mode, and range of a data set. It also explains how to find the interquartile range, quartiles, percentiles as well as any outliers. The full vers

  • 07:38 How Were Fooled By Statistics

    How Were Fooled By Statistics

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    Is punishment or reward more effective as feedback? Do new medical treatments really work? What about streaks in sport? Without considering regression to the mean, we are prone to making significant errors.Check out Audible.com: http://bit.ly/ZJ5Q6zFilmed

  • 05:31 Can you outsmart the fallacy that fooled a generation of doctors? - Elizabeth Cox

    Can you outsmart the fallacy that fooled a generation of doctors? - Elizabeth Cox

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    Dig into the false cause fallacy, which assumes that one event causes another, and learn how to distinguish between correlation and causation.--Its 1843, and a debate is raging about one of the most common killers of women: childbed fever no one knows wha

  • 11:27 Popular The Normal Distribution: Crash Course Statistics #19

    The Normal Distribution: Crash Course Statistics #19

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    Today is the day we finally talk about the normal distribution! The normal distribution is incredibly important in statistics because distributions of means are normally distributed even if populations aren't. We'll get into why this is so - due to the Ce

  • 11:14 Bayes in Science and Everyday Life: Crash Course Statistics #25

    Bayes in Science and Everyday Life: Crash Course Statistics #25

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    Today we're going to finish up our discussion of Bayesian inference by showing you how we can it be used for continuous data sets and be applied both in science and everyday life. From A/B testing of websites and getting a better understanding of psycholo

  • 12:05 You Know I'm All About that Bayes: Crash Course Statistics #24

    You Know I'm All About that Bayes: Crash Course Statistics #24

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    Today were going to talk about Bayes Theorem and Bayesian hypothesis testing. Bayesian methods like these are different from how we've been approaching statistics so far, because they allow us to update our beliefs as we gather new information - which is

  • 11:04 Chi-Square Tests: Crash Course Statistics #29

    Chi-Square Tests: Crash Course Statistics #29

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    Today we're going to talk about Chi-Square Tests - which allow us to measure differences in strictly categorical data like hair color, dog breed, or academic degree. We'll cover the three main Chi-Square tests: goodness of fit test, test of independence,

  • 13:30 Degrees of Freedom and Effect Sizes: Crash Course Statistics #28

    Degrees of Freedom and Effect Sizes: Crash Course Statistics #28

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    Today we're going to talk about degrees of freedom - which are the number of independent pieces of information that make up our models. More degrees of freedom typically mean more concrete results. But something that is statistically significant isn't alw

  • 12:16 Neural Networks: Crash Course Statistics #41

    Neural Networks: Crash Course Statistics #41

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    Today we're going to talk big picture about what Neural Networks are and how they work. Neural Networks, which are computer models that act like neurons in the human brain, are really popular right now - they're being used in everything from self-driving

  • 12:51 Big Data Problems: Crash Course Statistics #39

    Big Data Problems: Crash Course Statistics #39

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    There is a lot of excitement around the field of Big Data, but today we want to take a moment to look at some of the problems it creates. From questions of bias and transparency to privacy and security concerns, there is still a lot to be done to manage t

  • 11:23 Intro to Big Data: Crash Course Statistics #38

    Intro to Big Data: Crash Course Statistics #38

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    Today, we're going to begin our discussion of Big Data. Everything from which videos we click (and how long we watch them) on YouTube to our likes on Facebook say a lot about us - and increasingly more and more sophisticated algorithms are being designed

  • 11:51 Supervised Machine Learning: Crash Course Statistics #36

    Supervised Machine Learning: Crash Course Statistics #36

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    We've talked a lot about modeling data and making inferences about it, but today we're going to look towards the future at how machine learning is being used to build models to predict future outcomes. We'll discuss three popular types of supervised machi

  • 59:21 Christmas Lectures 2019: How Can We All Win? - Hannah Fry

    Christmas Lectures 2019: How Can We All Win? - Hannah Fry

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    In the third and final lecture of the 2019 Christmas Lectures, Hannah Fry looks at why maths can fail and asks what the limits of maths are. Watch more Christmas Lectures: http://www.rigb.org/christmas-lectures/watch?utm_source=youtube&utm_medium=social&u

  • 14:01 The Monty Hall Problem

    The Monty Hall Problem

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    Join the Curiosity Box and get my favorite smart things (many of which are original Vsauce inventions!) sent right to your door four times a year: https://www.curiositybox.com Kevin's paradox video: https://www.youtube.com/watch?v=kJzSzGbfc0k Send me Stuf

  • 12:32 Protecting Privacy with MATH (Collab with the Census)

    Protecting Privacy with MATH (Collab with the Census)

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    This video was made in collaboration with the US Census Bureau and fact-checked by Census Bureau scientists. Any opinions and errors are my own. For more information, visit https://census.gov/about/policies/privacy/statistical_safeguards.html or search "d

  • 05:28 Curse or Coincidence?! (HOLES by Louis Sachar) | BOOK BISCUIT

    Curse or Coincidence?! (HOLES by Louis Sachar) | BOOK BISCUIT

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    Why do so many weird things happen in Holes? Are they coincidences, or is it destiny playing out? We use a paper fortune teller to give is a definitive ruling on the matter. Credits Hosts:Luxy BynumSofia ShaferFollow DreamWorksTV! instagram - https://inst

  • 12:00 A Problem You'll Never Solve

    A Problem You'll Never Solve

    / 378 views

    Watch my newest video, "The Game You Win By Losing (Parrondo's Paradox)": https://youtu.be/PpvboBJEozMCuriosity Box: https://www.curiositybox.comMrBeasts $1,000,000 Dilemma: https://youtu.be/NkYCWqzBc7MNewcombs Paradox has confounded philosophers, mathema

  • 11:28 Popular Math Antics - Basic Probability

    Math Antics - Basic Probability

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    This is a re-upload to correct some terminology.In the previous version we suggested that the terms odds and probability could be used interchangeably. While this may be okay in casual conversation (since both have to do with the likelihood of an event),

  • 16:13 The Game You Win By Losing (Parrondo's Paradox)

    The Game You Win By Losing (Parrondo's Paradox)

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    Watch my collab with Donut Media: https://youtu.be/1RNc-2hpHP8Thanks to Donut Media for supporting Vsauce2 and having me on their channel. Go check them out and support them. They're great!While working on the interplay between thermodynamics and informat

  • 10:10 Popular MrBeast's $1,000,000 Dilemma

    MrBeast's $1,000,000 Dilemma

    / 1,305 views

    Watch my newest video, "The Game You Win By Losing (Parrondo's Paradox)": https://youtu.be/PpvboBJEozMVsauce Hat: https://bit.ly/2GlAvpLMissing Dollar Riddle: https://youtu.be/tLgttp5CdjQ*** LINKS ***MrBeasthttps://www.youtube.com/user/MrBeast6000/Metamag

  • 09:28 The Martingale Problem

    The Martingale Problem

    / 297 views

    Watch my newest video, "The Game You Win By Losing (Parrondo's Paradox)": https://youtu.be/PpvboBJEozMCheck out and purchase Vector by Anki: https://go.anki.com/2Q55UOSThanks to Anki for sponsoring this video and supporting Vsauce2.*** LINKS ***The Diffic

  • 07:24 The Raisin Bran Effect

    The Raisin Bran Effect

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    AKA "The Brazil Nut Effect" but brazil nuts are blah You can learn more at https://curiositystream.com/smart ↓↓↓ More info and sources below ↓↓↓ The bottom of the cereal box is a disappointing place. But at least now you know why. Where do you see the Bra

  • 09:16 What's the Most Unlikely Thing That Could Happen to You?

    What's the Most Unlikely Thing That Could Happen to You?

    / 439 views

    Start learning intuitively with Brilliant for 20% off by being of the first 200 people to sign up at http://brilliant.org/RealLifeLore/ Mistake is made at the 1:49 mark. The chances of guessing a random 4-digit pin code are 1 in 10,000, not 1 in 1,000. Ig

  • 01:57 Popular Is 7 Really a “Lucky” Number? | COLOSSAL QUESTIONS

    Is 7 Really a “Lucky” Number? | COLOSSAL QUESTIONS

    / 1,084 views

    In different cultures all across the world, the number 7 is considered to be a little extra lucky! But when did people start calling 7 lucky, and why did it catch on?? Welcome to COLOSSAL QUESTIONS, the show that answers all of life's most pressing questi

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  • 22:48 Probability - Quantum and Classical

    Probability - Quantum and Classical

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    The Law of Large Numbers and the Central Limit Theorem. Probability explained with easy to understand 3D animations. Correction: Statement at 13:00 should say "very close" to 50%.

  • 07:45 The Monty Hall Problem - Christmas Lectures with Ian Stewart

    The Monty Hall Problem - Christmas Lectures with Ian Stewart

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    Ian Stewart explains the Monty Hall problem and its solution. Subscribe for regular science videos: http://bit.ly/RiSubscRibe The Monty Hall problem became infamous in the 1990s where newspaper columnist and puzzle solver Marilyn vos Savant offered a solu

  • 05:52 Can You Solve The "MEANEST" SAT Test Question Ever?

    Can You Solve The "MEANEST" SAT Test Question Ever?

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    On the SAT exam, you have about 2 minutes to read and solve each math question. This one about averages can send you in a loop, unless you approach it systematically. In the video I also explain a shortcut to help you solve this type of problem quickly. S

  • 06:59 Can animals predict the future? Meet Barry the Psychic Labrador!

    Can animals predict the future? Meet Barry the Psychic Labrador!

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    Barry the Psychic Labrador has predicted an England win: https://psychic-pets.com/pets/232 Lilo the Psychic Basset Hound has predicted a Sweden win: https://psychic-pets.com/pets/1246 This video was uploaded before the World Cup quarter-final: England vs

  • 05:26 Popular Can you solve the wizard standoff riddle? - Dan Finkel

    Can you solve the wizard standoff riddle? - Dan Finkel

    / 844 views

    Practice more problem-solving at https://brilliant.org/TedEd/ Sign up for free to receive the solution to the bonus riddle! You’ve been chosen as a champion to represent your wizarding house in a deadly duel against two rival magic schools. Your opponents

  • 12:29 Combinatorics and Higher Dimensions - Numberphile

    Combinatorics and Higher Dimensions - Numberphile

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    Featuring Federico Ardila from San Francisco State University - filmed at MSRI. More links & stuff in full description below ↓↓↓ Federico previously on Numberphile: https://www.youtu.be/OfEv5ZdSrhY Federico's webpage: http://math.sfsu.edu/federico/ Antarc

  • 04:13 What is a P-Value and Why Does it Matter?

    What is a P-Value and Why Does it Matter?

    / 379 views

    Science's most important (and controversial) number has its origins in a British experiment involving milk and tea. NOVA on Facebook: https://www.facebook.com/NOVAonline NOVA on Twitter: @novapbs NOVA on Instagram: @novapbs PRODUCTION CREDITS Digital Prod

  • 03:23 Galton Board

    Galton Board

    / 642 views

    The Galton Board is a 7.5” by 4.5” desktop probability machine. This device brings to life the statistical concept of normal distribution. As you rotate the Galton Board on its axis, you set into motion a flow of steel beads that bounce with e

  • 14:31 BEST Guess Who Strategy- 96% WIN record using MATH

    BEST Guess Who Strategy- 96% WIN record using MATH

    / 610 views

    Here is a strategy for winning 96% of your competitive Guess Who games. Now all you need is a time machine to return to 1991 and CRUSH Jeff Lee in the 5th grade Guess Who Championships. FREE trial for Lynda.com- http://bit.ly/LyndaMarkRober MUSIC- 0:21- M

  • 05:20 Can you solve the false positive riddle? - Alex Gendler

    Can you solve the false positive riddle? - Alex Gendler

    / 682 views

    Practice more problem-solving at https://brilliant.org/TedEd/ Solution to the bonus riddle mentioned at the end: https://brilliant.org/tededprobabilitypairs/ Mining unobtainium is hard work – the rare mineral appears in only 1% of rocks in the mine. But y

  • 19:48 Is the "hot hand" real? - Numberphile

    Is the "hot hand" real? - Numberphile

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    New research sheds light on the so-called Hot Hand Fallacy. Featuring Professor Lisa Goldberg. More links & stuff in full description below ↓↓↓ A bit extra from this interview: https://youtu.be/BvG35txQkD0 More with Professor Goldberg: http://bit.ly/LisaG

  • 09:06 Superpermutations - Numberphile

    Superpermutations - Numberphile

    / 511 views

    The Great Courses Plus (free trial): http://ow.ly/C3FE30hIvhc This video features Dr James Grime. More links & stuff in full description below ↓↓↓ More James Grime on Numberphile: http://bit.ly/grimevideos James Grime: http://singingbanana.com Tackling th

  • 13:17 Popular Probability that at least 2 people in a room of 30 share the same birthday | Probability and Statist

    Probability that at least 2 people in a room of 30 share the same birthday | Probability and Statist

    / 725 views

    The probability that at least 2 people in a room of 30 share the same birthday. Practice this lesson yourself on KhanAcademy.org right now: https://www.khanacademy.org/math/probability/probability-and-combinatorics-topic/probability_combinatorics/e/probab

  • 04:45 Estimating p value from simulation

    Estimating p value from simulation

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    Example estimating a p-value based on a simulation to approximate the sample distribution of the sample proportions (assuming the null hypothesis is true).

  • 07:58 p values and significance tests

    p values and significance tests

    / 419 views

    p values, significance levels, null hypotheses, alternative hypotheses, and significance tests

  • 04:23 The coin flip conundrum - Po-Shen Loh

    The coin flip conundrum - Po-Shen Loh

    / 588 views

    Check out our Patreon page: https://www.patreon.com/teded View full lesson: https://ed.ted.com/lessons/the-coin-flip-conundrum-po-shen-loh When you flip a coin to make a decision, there's an equal chance of getting heads and tails. What if you flipped two

  • 13:00 What Is Statistics: Crash Course Statistics #1

    What Is Statistics: Crash Course Statistics #1

    / 464 views

    Welcome to Crash Course Statistics! In this series we're going to take a look at the important role statistics play in our everyday lives, because statistics are everywhere! Statistics help us better understand the world and make decisions from what you'l

  • 06:30 When To Try New Things (According to Math)

    When To Try New Things (According to Math)

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    The Explore/Exploit Trade Off. The best algorithm for when to try new things and when to stick to what you know: the Gittins Index. Based on a chapter of the book Algorithms to Live By, The Computer Science of Human Decisions by Brian Christian and Tom Gr

  • 05:21 Will We All Be Overweight By 2048?

    Will We All Be Overweight By 2048?

    / 551 views

    Will we all be overweight by 2048? The dangers of linear regression and linear thinking. Taken from a chapter of Jordan Ellenberg's amazing book How Not to Be Wrong: The Power of Mathematical Thinking. Thanks to the Vlogbrothers for their sponsorship of t

  • 03:37 Are University Admissions Biased? | Simpson's Paradox Part 2

    Are University Admissions Biased? | Simpson's Paradox Part 2

    / 481 views

    Simpson's Paradox Part 2. Thanks to Skillshare for supporting this video! Head to http://skl.sh/minutephysics for your first two months free. Comments disabled because the discourse failed to remain civil. This video is about how to tell whether or not un

  • 11:37 CARNIVAL SCIENCE- How to Win!

    CARNIVAL SCIENCE- How to Win!

    / 640 views

    Prepare to drop some knowledge next time you visit the carnival. Go expand your mind and learn something new at Skillshare.com. The first 300 people get 2 months FREE! http://skl.sh/rober MUSIC- 0:21- Ceral Killa- Blue Wednesday - https://soundcloud.com/b

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  • 04:40 Simpson's Paradox

    Simpson's Paradox

    / 473 views

    Thanks to https://brilliant.org/minutephysics for sponsoring this video! This video is about Simpson's paradox, a statistical paradox and ecological fallacy where seemingly contradictory results are implied by a single set of data depending on how it's gr

  • 05:56 Simpson's Paradox - Statistics gone wrong?

    Simpson's Paradox - Statistics gone wrong?

    / 468 views

    In this video I hope to give you an intuitive grasp of the tricky Simpson's Paradox, which can and has lead to some interesting real-life problems with interpreting statistics. Check wikipedia for more info: http://en.wikipedia.org/wiki/Simpson's_paradox

  • 04:12 Popular Correlation CAN Imply Causation! | Statistics Misconceptions

    Correlation CAN Imply Causation! | Statistics Misconceptions

    / 1,103 views

    Have fun improving your math & physics skills! Head to http://brilliant.org/minutephysics Footnote video: https://www.youtube.com/watch?v=iMbcMMe0D_Y This video is about how causal models (which use causal networks) allow us to infer causation from correl

  • 05:07 Popular Check your intuition: The birthday problem - David Knuffke

    Check your intuition: The birthday problem - David Knuffke

    / 749 views

    View full lesson: http://ed.ted.com/lessons/check-your-intuition-the-birthday-problem-david-knuffke Imagine a group of people. How big do you think the group would have to be before there’s more than a 50% chance that two people in the group have the same

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  • 11:04 Popular Math Antics - Mean, Median and Mode

    Math Antics - Mean, Median and Mode

    / 1,864 views

    Learn More at mathantics.com Visit http://www.mathantics.com for more Free math videos and additional subscription based content!

  • 13:40 Popular BEST Way To Play Memory (Card Game) - WIN Using Math

    BEST Way To Play Memory (Card Game) - WIN Using Math

    / 826 views

    The card game of memory (aka concentration) is a children's game to test visual recall. Strategically you can figure out the best move by doing probability calculations. This video explains the best possible way to play the game mathematically. You can le

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  • 05:57 How To Split A Cake Fairly Using Math

    How To Split A Cake Fairly Using Math

    / 569 views

    How can 2 people split up a cake, knowing that each person wants to get a larger piece than the other? What about 3 people, or even N people? This is an example of a fair division problem from game theory. There are many cake-cutting algorithms to produce

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  • 08:06 Consecutive Coin Flips - Numberphile

    Consecutive Coin Flips - Numberphile

    / 534 views

    Thanks http://www.audible.com/numberphile (recommendations below) This video features Dr James Grime. More on coin flips: https://youtu.be/AYnJv68T3MM See the prime number video referenced at: https://youtu.be/YVvfY_lFUZ8 NUMBERPHILE Website: http://www.n

  • 08:38 Are You REALLY Sick? (false Positives) - Numberphile

    Are You REALLY Sick? (false Positives) - Numberphile

    / 555 views

    Bayes' Theorem applied to disease diagnosis. Featuring Lisa Goldberg from UC Berkeley Department of Statistics. Extra footage: https://youtu.be/sFNJc6gsap4 Monty Hall: http://bit.ly/MontyHallProb NUMBERPHILE Website: http://www.numberphile.com/ Numberphil

  • 04:43 How Scientists Manipulate Research With P-Value

    How Scientists Manipulate Research With P-Value

    / 679 views

    Numbers don’t lie, right? Or are scientists intentionally using statistics to mislead us? Top 5 Things Wrong With Science ►►►►http://bit.ly/1pILTAB Sign Up For The TestTube Newsletter Here ►►►► http://bit.ly/1myXbFG Read More: The ASA's statement on p-val

  • 04:31 Popular Can You Solve The Frog Riddle? - Derek Abbott

    Can You Solve The Frog Riddle? - Derek Abbott

    / 1,352 views

    View full lesson: http://ed.ted.com/lessons/can-you-solve-the-frog-riddle-derek-abbott You’re stranded in a rainforest, and you’ve eaten a poisonous mushroom. To save your life, you need an antidote excreted by a certain species of frog. Unfortunately, on

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  • 04:44 Testing And Trials: Crash Course Kids #44.2

    Testing And Trials: Crash Course Kids #44.2

    / 649 views

    More trials! This time we need to figure out what to do if you don't have all the things you'd like to have to perform your tests. How do you isolate a variable across multiple tests? A good engineer will work to find a way to make it happen. In this epis

  • 19:31 Math Magic

    Math Magic

    / 615 views

    Links to sources, more math magic, and other cool things below! My Twitter: http://www.twitter.com/tweetsauce My Instagram: http://www.instagram.com/electricpants Thanks to Vanessa from BrainCraft! Check out her channel: https://www.youtube.com/user/brain

  • 05:37 Popular Who Shares Your Birthday?

    Who Shares Your Birthday?

    / 748 views

    Tweet this ⇒ http://bit.ly/OKTBSbday Share on FB ⇒ http://bit.ly/OKTBSbdayFB Click here if you’d like to subscribe: http://bit.ly/iotbs_sub ↓ More info and sources below ↓ In case you have a strange new desire to get an IOTBS shirt: http://store.dftba.com

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  • 04:19 Popular How Statistics Can Be Misleading - Mark Liddell

    How Statistics Can Be Misleading - Mark Liddell

    / 965 views

    View full lesson: http://ed.ted.com/lessons/how-statistics-can-be-misleading-mark-liddell Statistics are persuasive. So much so that people, organizations, and whole countries base some of their most important decisions on organized data. But any set of s

  • 07:21 Correlation Coefficient Intuition Examples

    Correlation Coefficient Intuition Examples

    / 638 views

    Correlation coefficient intuition examples

  • 01:17 The Fascinating Math Of Why You Won't Win The Powerball

    The Fascinating Math Of Why You Won't Win The Powerball

    / 614 views

    The Powerball jackpot is over a billion dollars but what are your chances? Still haven’t subscribed to WIRED on YouTube? ►► http://wrd.cm/15fP7B7 CONNECT WITH WIRED Web: http://wired.com Twitter: https://twitter.com/WIRED Facebook: https://facebook.com/WI

  • 04:34 Popular Scatterplots — Basic Example | Math | New SAT | Khan Academy

    Scatterplots — Basic Example | Math | New SAT | Khan Academy

    / 1,269 views

    Watch Sal work through a basic Scatterplots problem. Watch the next lesson: https://www.khanacademy.org/test-prep/new-sat/new-sat-math/new-sat-problem-solving-data-analysis/v/sat-math-q4-harder?utm_source=YT&utm_medium=Desc&utm_campaign=NewSAT Missed the

  • 03:37 Popular Scatterplots — Harder Example | Math | New SAT | Khan Academy

    Scatterplots — Harder Example | Math | New SAT | Khan Academy

    / 989 views

    Watch Sal work through a harder Scatterplots problem. Watch the next lesson: https://www.khanacademy.org/test-prep/new-sat/new-sat-math/new-sat-problem-solving-data-analysis/v/sat-math-q5-easier?utm_source=YT&utm_medium=Desc&utm_campaign=NewSAT Missed the

  • 03:22 Popular Key Features Of Graphs — Basic Example | Math | New SAT | Khan Academy

    Key Features Of Graphs — Basic Example | Math | New SAT | Khan Academy

    / 860 views

    Watch Sal work through a basic Key features of graphs problem. Watch the next lesson: https://www.khanacademy.org/test-prep/new-sat/new-sat-math/new-sat-problem-solving-data-analysis/v/sat-math-q5-harder?utm_source=YT&utm_medium=Desc&utm_campaign=NewSAT M

  • 03:27 Key Features Of Graphs — Harder Example | Math | New SAT | Khan Academy

    Key Features Of Graphs — Harder Example | Math | New SAT | Khan Academy

    / 521 views

    Watch Sal work through a harder Key features of graphs problem. Watch the next lesson: https://www.khanacademy.org/test-prep/new-sat/new-sat-math/new-sat-problem-solving-data-analysis/v/sat-math-q6-easier?utm_source=YT&utm_medium=Desc&utm_campaign=NewSAT

  • 02:28 Popular Linear And Exponential Growth — Basic Example | Math | New SAT | Khan Academy

    Linear And Exponential Growth — Basic Example | Math | New SAT | Khan Academy

    / 914 views

    Watch Sal work through a basic Linear and exponential growth problem. Watch the next lesson: https://www.khanacademy.org/test-prep/new-sat/new-sat-math/new-sat-problem-solving-data-analysis/v/sat-math-q6-harder?utm_source=YT&utm_medium=Desc&utm_campaign=N

  • 05:18 Popular Linear And Exponential Growth — Harder Example | Math | New SAT | Khan Academy

    Linear And Exponential Growth — Harder Example | Math | New SAT | Khan Academy

    / 764 views

    Watch Sal work through a harder Linear and exponential growth problem. Watch the next lesson: https://www.khanacademy.org/test-prep/new-sat/new-sat-math/new-sat-problem-solving-data-analysis/v/sat-math-q8-easier?utm_source=YT&utm_medium=Desc&utm_campaign=

  • 01:22 Popular Table Data — Basic Example | Math | New SAT | Khan Academy

    Table Data — Basic Example | Math | New SAT | Khan Academy

    / 830 views

    Watch Sal work through a basic Table data problem. Watch the next lesson: https://www.khanacademy.org/test-prep/new-sat/new-sat-math/new-sat-problem-solving-data-analysis/v/sat-math-q7-harder?utm_source=YT&utm_medium=Desc&utm_campaign=NewSAT Missed the pr

  • 02:01 Popular Table Data — Harder Example | Math | New SAT | Khan Academy

    Table Data — Harder Example | Math | New SAT | Khan Academy

    / 766 views

    Watch Sal work through a harder Table data problem. Watch the next lesson: https://www.khanacademy.org/test-prep/new-sat/new-sat-math/new-sat-problem-solving-data-analysis/v/sat-math-q4-easier?utm_source=YT&utm_medium=Desc&utm_campaign=NewSAT Missed the p

  • 03:32 Popular Data Inferences — Basic Example | Math | New SAT | Khan Academy

    Data Inferences — Basic Example | Math | New SAT | Khan Academy

    / 895 views

    Watch Sal work through a basic Data inferences problem. Watch the next lesson: https://www.khanacademy.org/test-prep/new-sat/new-sat-math/new-sat-problem-solving-data-analysis/v/sat-math-q8-harder?utm_source=YT&utm_medium=Desc&utm_campaign=NewSAT Missed t

  • 04:28 Data Inferences — Harder Example | Math | New SAT | Khan Academy

    Data Inferences — Harder Example | Math | New SAT | Khan Academy

    / 636 views

    Watch Sal work through a harder Data inferences problem. Watch the next lesson: https://www.khanacademy.org/test-prep/new-sat/new-sat-math/new-sat-problem-solving-data-analysis/v/sat-math-q9-easier?utm_source=YT&utm_medium=Desc&utm_campaign=NewSAT Missed

  • 02:16 Popular Center, Spread, And Shape Of Distributions — Harder Example | Math | New SAT | Khan Academy

    Center, Spread, And Shape Of Distributions — Harder Example | Math | New SAT | Khan Academy

    / 999 views

    Watch Sal work through a harder Center, spread, and shape of distributions problem. Watch the next lesson: https://www.khanacademy.org/test-prep/new-sat/new-sat-math/new-sat-problem-solving-data-analysis/v/sat-math-q10-easier?utm_source=YT&utm_medium=Desc

  • 04:00 Popular Data Collection And Conclusions — Basic Example | Math | New SAT | Khan Academy

    Data Collection And Conclusions — Basic Example | Math | New SAT | Khan Academy

    / 1,647 views

    Watch Sal work through a basic Data collections and conclusions problem. Watch the next lesson: https://www.khanacademy.org/test-prep/new-sat/new-sat-math/new-sat-problem-solving-data-analysis/v/sat-math-q10-harder?utm_source=YT&utm_medium=Desc&utm_campai

  • 07:22 Data Collection And Conclusions — Harder Example | Math | New SAT | Khan Academy

    Data Collection And Conclusions — Harder Example | Math | New SAT | Khan Academy

    / 605 views

    Watch Sal work through a harder Data collections and conclusions problem. Watch the next lesson: https://www.khanacademy.org/test-prep/new-sat/new-sat-math/new-sat-additional-topics-math/v/sat-math-s1-easier?utm_source=YT&utm_medium=Desc&utm_campaign=NewS

  • 03:42 How Many Ways Can You Arrange A Deck Of Cards? - Yannay Khaikin

    How Many Ways Can You Arrange A Deck Of Cards? - Yannay Khaikin

    / 656 views

    View full lesson: http://ed.ted.com/lessons/how-many-ways-can-you-arrange-a-deck-of-cards-yannay-khaikin One deck. Fifty-two cards. How many arrangements? Let's put it this way: Any time you pick up a well shuffled deck, you are almost certainly holding a

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  • 12:11 How Many Chess Games Are Possible?

    How Many Chess Games Are Possible?

    / 466 views

    Squarespace (10% off): http://squarespace.com/numberphile Dr James Grime talking about the Shannon Number and other chess stuff. More soon on chess positions and numbers. NUMBERPHILE Website: http://www.numberphile.com/ Numberphile on Facebook: http://www

  • 08:43 Popular Calculating Interquartile Range IQR

    Calculating Interquartile Range IQR

    / 789 views

    Calculating interquartile range IQR

  • 04:16 Impact On Median And Mean When Increasing Highest Value

    Impact On Median And Mean When Increasing Highest Value

    / 482 views

    Impact on median and mean when increasing highest value

  • 05:37 Impact On Median And Mean When Removing Lowest Value Example

    Impact On Median And Mean When Removing Lowest Value Example

    / 499 views

    Impact on median and mean when removing lowest value example

  • 06:32 Popular Examples Analyzing Clusters, Gaps, Peaks And Outliers For Distributions

    Examples Analyzing Clusters, Gaps, Peaks And Outliers For Distributions

    / 854 views

    Examples analyzing clusters, gaps, peaks and outliers for distributions

  • 05:26 Comparing Dot Plots, Histograms And Box Plots

    Comparing Dot Plots, Histograms And Box Plots

    / 671 views

    Comparing dot plots, histograms and box plots

  • 05:02 Popular Population Pyramids: Powerful Predictors Of The Future - Kim Preshoff

    Population Pyramids: Powerful Predictors Of The Future - Kim Preshoff

    / 780 views

    View full lesson: http://ed.ted.com/lessons/population-pyramids-powerful-predictors-of-the-future-kim-preshoff Population statistics are like crystal balls -- when examined closely, they can help predict a country's future (and give important clues about

  • 01:36 Quick And Easy Voting For Normal People

    Quick And Easy Voting For Normal People

    / 555 views

    CGP GREY HOODIE: http://goo.gl/Gypvhx Read about why you might want email from me: http://www.cgpgrey.com/blog/the-professional-sharer Discuss this video: http://www.reddit.com/r/cgpgrey Music by Broke for Free

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  • 08:45 Confidence Intervals - Statistics

    Confidence Intervals - Statistics

    / 681 views

    Learn how to compute confidence intervals in this easy to follow statistics video. I also provided the links for my other statistics videos as well Confidence Intervals - with 't' value https://www.youtube.com/watch?v=UmAJJtEo6cQ Hypothesis Testing - http

  • 07:55 Confidence Intervals - Using T Distribution

    Confidence Intervals - Using T Distribution

    / 623 views

    Learn how to compute confidence intervals using a t-distribution in this easy to follow statistics video. I also provided the links for my other statistics videos as well Confidence Intervals - with 'z' value https://www.youtube.com/watch?v=lwpobQmUTd8 Hy

  • 13:33 Hypothesis Testing - Statistics

    Hypothesis Testing - Statistics

    / 594 views

    Learn how to perform hypothesis testing with this easy to follow statistics video. I also provided the links for my other statistics videos as well Hypothesis testing - one tailed test using 't' distribution https://www.youtube.com/watch?v=lNoxKsuJ6Xc Hyp

  • 14:34 Popular Hypothesis Testing - One Tailed 't' Disribution

    Hypothesis Testing - One Tailed 't' Disribution

    / 723 views

    Learn how to perform hypothesis testing with this easy to follow statistics video. I also provided the links for my other statistics videos as well Hypothesis testing - 2 tailed test https://www.youtube.com/watch?v=0XXT3bIY_pw Hypothesis testing - proport

  • 13:00 Popular Hypothesis Testing - Proportion Example

    Hypothesis Testing - Proportion Example

    / 723 views

    Learn how to perform hypothesis testing with this easy to follow statistics video. I also provided the links for my other statistics videos as well Hypothesis testing - 2 tailed test https://www.youtube.com/watch?v=0XXT3bIY_pw Hypothesis testing - one tai

  • 12:52 Popular Chi Square Test - Explained

    Chi Square Test - Explained

    / 762 views

    Learn how to perform a Chi Square Test with this easy to follow statistics video. I also provided the links for my other statistics videos as well. Chi Square Test - with contingency table https://www.youtube.com/watch?v=misMgRRV3jQ Hypothesis testing - t

  • 17:04 Chi Square Test - With Contingency Table

    Chi Square Test - With Contingency Table

    / 689 views

    Learn how to perform a Chi Square Test with this easy to follow statistics video. I also provided the links for my other statistics videos as well. Chi Square Test - "rolling dice" example https://www.youtube.com/watch?v=1Ldl5Zfcm1Y Hypothesis testing - t

  • 07:14 Popular How To Win A Guessing Game - Numberphile

    How To Win A Guessing Game - Numberphile

    / 790 views

    A clever use of random numbers to improve your odds in a number guessing game. Alex Bellos Books: http://bit.ly/BellosBooks Monty Hall problem: http://bit.ly/MontyHallProb NUMBERPHILE Website: http://www.numberphile.com/ Numberphile on Facebook: http://ww

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  • 03:40 Popular Average Rate Of Change For Function From Table

    Average Rate Of Change For Function From Table

    / 758 views

    Average rate of change for function from table

  • 09:22 Popular The Best (and Worst) Ways To Shuffle Cards - Numberphile

    The Best (and Worst) Ways To Shuffle Cards - Numberphile

    / 731 views

    Persi Diaconis (Stanford University) on card shuffling. See full description for links to additional videos and detailed papers. EXTRAS FROM THIS INTERVIEW --- 1/3: https://youtu.be/1jfm42Qd7Qw --- 2/3: http://youtu.be/c_Hunaf0tWw --- 3/3: http://youtu.be

  • 04:10 Popular The Last Banana: A Thought Experiment In Probability - Leonardo Barichello

    The Last Banana: A Thought Experiment In Probability - Leonardo Barichello

    / 1,451 views

    View full lesson: http://ed.ted.com/lessons/the-last-banana-a-thought-experiment-in-probability-leonardo-barichello Imagine a game played with two players and two dice: if the biggest number rolled is one, two, three, or four, player 1 wins. If the bigges

  • 03:15 Popular Should You Catch A Tossed Coin? - Numberphile

    Should You Catch A Tossed Coin? - Numberphile

    / 1,261 views

    Randomness expert (and former magician) Persi Diaconis on whether it is best to catch a coin or let it fall to the ground. Main video: http://youtu.be/AYnJv68T3MM Extra footage: http://youtu.be/9RKKoXw7wJw Superbowl coin tosses: http://youtu.be/bFfSfzjhfC

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  • 11:12 Popular What Is Random?

    What Is Random?

    / 2,436 views

    There's more over on Veritasium! "What is NOT Random?": https://www.youtube.com/watch?v=sMb00lz-IfE SOURCES AND MORE BELOW! My twitter: https://twitter.com/tweetsauce My instagram: http://instagram.com/electricpants Generate random numbers using atmospher

  • 04:05 Comparing Models To Fit Data

    Comparing Models To Fit Data

    / 699 views

    Comparing models to fit data More free lessons at: http://www.khanacademy.org/video?v=2EwTHdg-xgw

  • 11:36 Statistical Significance On Bus Speeds

    Statistical Significance On Bus Speeds

    / 494 views

    Statistical significance on bus speeds More free lessons at: http://www.khanacademy.org/video?v=W3C07uH-b9o

  • 04:41 Counting Handshakes At A Dinner Party

    Counting Handshakes At A Dinner Party

    / 570 views

    Counting handshakes at a dinner party

  • 02:35 Popular Counting Pot And Flower Scenarios

    Counting Pot And Flower Scenarios

    / 796 views

    Counting pot and flower scenarios

  • 06:18 Introduction To Combinations

    Introduction To Combinations

    / 660 views

    Introduction to combinations

  • 07:35 Popular Permutation Formula

    Permutation Formula

    / 701 views

    Permutation formula

  • 09:01 Factorial And Counting Seat Arrangements

    Factorial And Counting Seat Arrangements

    / 681 views

    Factorial and counting seat arrangements

  • 07:29 Popular Handshaking Combinations

    Handshaking Combinations

    / 757 views

  • 05:39 Possible Three Letter Words

    Possible Three Letter Words

    / 554 views

  • 04:50 Popular Zero Factorial Or  0!

    Zero Factorial Or 0!

    / 718 views

  • 11:17 Combination Formula

    Combination Formula

    / 547 views

  • 09:27 Visualizing A Binomial Distribution

    Visualizing A Binomial Distribution

    / 691 views

    Visualizing a binomial distribution

  • 11:52 Binomial Distribution

    Binomial Distribution

    / 678 views

    Probabilities for a random variable with a binomial distribution

  • 10:24 Probability Of Making 2 Shots In 6 Attempts

    Probability Of Making 2 Shots In 6 Attempts

    / 665 views

    Probability of making 2 shots in 6 attempts

  • 06:55 Popular Median And Range Puzzle

    Median And Range Puzzle

    / 815 views

    Median and range puzzle

  • 08:51 Intuitive Sense Of Probabilities

    Intuitive Sense Of Probabilities

    / 606 views

    Intuitive sense of probabilities

  • 04:13 Generalizing K Scores In N Attempts

    Generalizing K Scores In N Attempts

    / 496 views

    Generalizing k scores in n attempts

  • 04:23 Graphing Basketball Binomial Distribution

    Graphing Basketball Binomial Distribution

    / 675 views

    Graphing basketball binomial distribution

  • 08:39 Free Throw Binomial Probability Distribution

    Free Throw Binomial Probability Distribution

    / 687 views

    Free throw binomial probability distribution

  • 04:19 Average Height Of A Building's Floor

    Average Height Of A Building's Floor

    / 556 views

  • 07:19 Frequency Tables And Dot Plots

    Frequency Tables And Dot Plots

    / 658 views

    Frequency tables and dot plots

  • 09:34 Statistical Questions

    Statistical Questions

    / 471 views

    What makes a question a "statistical question"?

  • 07:22 Histograms

    Histograms

    / 579 views

    Introduction to histograms

  • 04:29 Interpreting Histograms

    Interpreting Histograms

    / 563 views

    Interpreting histograms

  • 05:03 Using Mean To Find Missing Value

    Using Mean To Find Missing Value

    / 525 views

    Using mean to find missing value

  • 09:10 Mean Absolute Deviation

    Mean Absolute Deviation

    / 635 views

    Mean absolute deviation

  • 06:22 Mean Absolute Deviation Example

    Mean Absolute Deviation Example

    / 615 views

    Mean absolute deviation example

  • 07:44 Interpreting Box Plots

    Interpreting Box Plots

    / 637 views

    Interpreting box plots

  • 05:07 Shapes Of Distributions

    Shapes Of Distributions

    / 484 views

  • 06:55 Popular Experimental Probability

    Experimental Probability

    / 894 views

    Experimental probability

  • 05:05 Making Predictions With Probability

    Making Predictions With Probability

    / 669 views

    Making predictions with probability

  • 07:02 Comparing Theoretical To Experimental Probabilites

    Comparing Theoretical To Experimental Probabilites

    / 683 views

    Comparing theoretical to experimental probabilites

  • 07:25 Constructing Probability Model From Observations

    Constructing Probability Model From Observations

    / 678 views

    Constructing probability model from observations

  • 09:10 Compound Sample Spaces

    Compound Sample Spaces

    / 561 views

    Compound Sample Spaces

  • 05:03 Probability From Compound Sample Space

    Probability From Compound Sample Space

    / 582 views

    Probability from compound sample space

  • 05:44 Describing Subsets Of Sample Spaces Exercise

    Describing Subsets Of Sample Spaces Exercise

    / 546 views

    Describing subsets of sample spaces exercise

  • 07:05 LeBron asks about the chances of making 10 free throws

    LeBron asks about the chances of making 10 free throws

    / 605 views

    LeBron James asks Sal how to determine the probability of making 10 free throws in a row More free lessons at: http://www.khanacademy.org/video?v=iMqCSgqzmiQ

  • 05:30 Mega Millions Jackpot Probability

    Mega Millions Jackpot Probability

    / 665 views

    Probability of winning the Mega Millions jackpot More free lessons at: http://www.khanacademy.org/video?v=gyqodNhM3EU

  • 04:22 Term Life Insurance and Death Probability

    Term Life Insurance and Death Probability

    / 682 views

    Understanding an insurance company's sense of my chances of dying. More free lessons at: http://www.khanacademy.org/video?v=NSSoMafbBqQ

  • 13:17 Popular Birthday Probability Problem

    Birthday Probability Problem

    / 735 views

    The probability that at least 2 people in a room of 30 share the same birthday. More free lessons at: http://www.khanacademy.org/video?v=9G0w61pZPig

  • 16:52 Conditional Probability and Combinations

    Conditional Probability and Combinations

    / 667 views

    Probability that I picked a fair coin given that I flipped 4 out of 6 heads. More free lessons at: http://www.khanacademy.org/video?v=xw6utjoyMi4

  • 10:36 Probability and Combinations (part 2)

    Probability and Combinations (part 2)

    / 543 views

    Making at least 3 out of 5 free throws. More free lessons at: http://www.khanacademy.org/video?v=W7DmsJKLoxc

  • 09:10 Probability using Combinations

    Probability using Combinations

    / 658 views

    Probability of getting exactly 3 heads in 8 flips of a fair coin. More free lessons at: http://www.khanacademy.org/video?v=Xqfcy1rqMbI

  • 10:16 Popular Combinations

    Combinations

    / 766 views

    Introduction to combinations More free lessons at: http://www.khanacademy.org/video?v=bCxMhncR7PU

  • 10:11 Popular Permutations

    Permutations

    / 749 views

    Introduction to permutations More free lessons at: http://www.khanacademy.org/video?v=XqQTXW7XfYA

  • 05:23 Probability (part 8)

    Probability (part 8)

    / 678 views

    Introduction to Bayes' Theorem More free lessons at: http://www.khanacademy.org/video?v=VVr8snbaxZg

  • 10:05 Probability (part 7)

    Probability (part 7)

    / 586 views

    More on conditional probability. Touch on Bayes' Theorem. More free lessons at: http://www.khanacademy.org/video?v=BLcgeLALLnc

  • 06:34 Dependent Probability Example 2

    Dependent Probability Example 2

    / 657 views

    Another example of dependent probability More free lessons at: http://www.khanacademy.org/video?v=7BkcNLOf56w

  • 09:01 Dependent Probability Example 1

    Dependent Probability Example 1

    / 670 views

    Example of the type of problem in the Khan Academy Dependent Probability module More free lessons at: http://www.khanacademy.org/video?v=xPUm5SUVzTE

  • 09:16 Probability (part 6)

    Probability (part 6)

    / 564 views

    Introduction to conditional probability More free lessons at: http://www.khanacademy.org/video?v=xf3vfczoCho

  • 10:08 Probability (part 5)

    Probability (part 5)

    / 623 views

    Probability of getting a certain number roll in Monopoly More free lessons at: http://www.khanacademy.org/video?v=2XToWi9j0Tk

  • 10:00 Probability (part 4)

    Probability (part 4)

    / 510 views

    More on free throws. More free lessons at: http://www.khanacademy.org/video?v=W581OBM9rAY

  • 10:06 Probability (part 3)

    Probability (part 3)

    / 590 views

    More on probability. More free lessons at: http://www.khanacademy.org/video?v=wBDOCvHYckE

  • 09:54 Probability (part 2)

    Probability (part 2)

    / 571 views

    Let's flip a coin. More free lessons at: http://www.khanacademy.org/video?v=6E_NVnboMB8

  • 11:40 Generalizing with Binomial Coefficients (bit advanced)

    Generalizing with Binomial Coefficients (bit advanced)

    / 696 views

    Conceptual understanding of where the formula for binomial coefficients come from More free lessons at: http://www.khanacademy.org/video?v=AOsWph2FNLw

  • 06:52 Exactly Three Heads in Five Flips

    Exactly Three Heads in Five Flips

    / 592 views

    Probability of exactly 3 heads in 5 flips using combinations More free lessons at: http://www.khanacademy.org/video?v=udG9KhNMKJw

  • 10:00 Getting Exactly Two Heads (Combinatorics)

    Getting Exactly Two Heads (Combinatorics)

    / 547 views

    A different way to think about the probability of getting 2 heads in 4 flips More free lessons at: http://www.khanacademy.org/video?v=8TIben0bJpU

  • 08:58 Frequency Probability and Unfair Coins

    Frequency Probability and Unfair Coins

    / 677 views

    A different way of thinking about probability when we don't have equally likely events More free lessons at: http://www.khanacademy.org/video?v=RI874OSJp1U

  • 09:20 Getting At Least One Heads

    Getting At Least One Heads

    / 520 views

    Probability of getting at least one heads in multiple flips of a fair coin More free lessons at: http://www.khanacademy.org/video?v=mkyZ45KQYi4

  • 06:00 Compound Probability of Independent Events

    Compound Probability of Independent Events

    / 631 views

    Probability of particular sequences of flips More free lessons at: http://www.khanacademy.org/video?v=xSc4oLA9e8o

  • 09:56 Popular Probability 1 Module Examples

    Probability 1 Module Examples

    / 762 views

    Basic probability examples (the type seen in the probability 1 module) More free lessons at: http://www.khanacademy.org/video?v=mLE-SlOZToc

  • 08:18 Basic Probability

    Basic Probability

    / 554 views

    An introduction to probability More free lessons at: http://www.khanacademy.org/video?v=uzkc-qNVoOk

  • 10:45 Correlation and Causality

    Correlation and Causality

    / 585 views

    Understanding why correlation does not imply causality (even though many in the press and some researchers often imply otherwise) More free lessons at: http://www.khanacademy.org/video?v=ROpbdO-gRUo

  • 10:14 ANOVA 3 -Hypothesis Test with F-Statistic

    ANOVA 3 -Hypothesis Test with F-Statistic

    / 569 views

    Analysis of Variance 3 -Hypothesis Test with F-Statistic More free lessons at: http://www.khanacademy.org/video?v=Xg8_iSkJpAE

  • 13:20 ANOVA 2 - Calculating SSW and SSB (Total Sum of Squares Within and Between).avi

    ANOVA 2 - Calculating SSW and SSB (Total Sum of Squares Within and Between).avi

    / 687 views

    Analysis of Variance 2 - Calculating SSW and SSB (Total Sum of Squares Within and Between).avi More free lessons at: http://www.khanacademy.org/video?v=j9ZPMlVHJVs

  • 07:39 ANOVA 1 - Calculating SST (Total Sum of Squares)

    ANOVA 1 - Calculating SST (Total Sum of Squares)

    / 653 views

    Analysis of Variance 1 - Calculating SST (Total Sum of Squares) More free lessons at: http://www.khanacademy.org/video?v=EFdlFoHI_0I

  • 17:38 Contingency Table Chi-Square Test

    Contingency Table Chi-Square Test

    / 664 views

    Contingency Table Chi-Square Test More free lessons at: http://www.khanacademy.org/video?v=hpWdDmgsIRE

  • 11:48 Pearson's Chi Square Test (Goodness of Fit)

    Pearson's Chi Square Test (Goodness of Fit)

    / 563 views

    Pearson's Chi Square Test (Goodness of Fit) More free lessons at: http://www.khanacademy.org/video?v=2QeDRsxSF9M

  • 10:23 Chi-Square Distribution Introduction

    Chi-Square Distribution Introduction

    / 657 views

    Chi-Square Distribution Introduction More free lessons at: http://www.khanacademy.org/video?v=dXB3cUGnaxQ

  • 15:08 Covariance and the Regression Line

    Covariance and the Regression Line

    / 583 views

    Covariance, Variance and the Slope of the Regression Line More free lessons at: http://www.khanacademy.org/video?v=ualmyZiPs9w

  • 09:45 Calculating R-Squared

    Calculating R-Squared

    / 635 views

    Calculating R-Squared to see how well a regression line fits data More free lessons at: http://www.khanacademy.org/video?v=Fc5t_5r_7IU

  • 09:15 Second Regression Example

    Second Regression Example

    / 568 views

    Second Regression Example More free lessons at: http://www.khanacademy.org/video?v=ww_yT9ckPWw

  • 12:41 R-Squared or Coefficient of Determination

    R-Squared or Coefficient of Determination

    / 647 views

    R-Squared or Coefficient of Determination More free lessons at: http://www.khanacademy.org/video?v=lng4ZgConCM

  • 09:54 Proof Part 2 Minimizing Squared Error to Line

    Proof Part 2 Minimizing Squared Error to Line

    / 642 views

    Proof Part 2 Minimizing Squared Error to Line More free lessons at: http://www.khanacademy.org/video?v=f6OnoxctvUk

  • 09:27 Regression Line Example

    Regression Line Example

    / 568 views

    Regression Line Example More free lessons at: http://www.khanacademy.org/video?v=GAmzwIkGFgE

  • 04:18 Proof (Part 4) Minimizing Squared Error to Regression Line

    Proof (Part 4) Minimizing Squared Error to Regression Line

    / 690 views

    Proof (Part 4) Minimizing Squared Error to Regression Line More free lessons at: http://www.khanacademy.org/video?v=8RSTQl0bQuw

  • 10:54 Proof (Part 3) Minimizing Squared Error to Regression Line

    Proof (Part 3) Minimizing Squared Error to Regression Line

    / 634 views

    Proof (Part 3) Minimizing Squared Error to Regression Line More free lessons at: http://www.khanacademy.org/video?v=u1HhUB3NP8g

  • 10:35 Proof (Part 1) Minimizing Squared Error to Regression Line

    Proof (Part 1) Minimizing Squared Error to Regression Line

    / 587 views

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  • 06:47 Squared Error of Regression Line

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  • 10:47 Comparing Population Proportions 1

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  • 10:07 Hypothesis Test for Difference of Means

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  • 15:49 Confidence Interval of Difference of Means

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  • 12:18 Difference of Sample Means Distribution

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  • 14:31 Large Sample Proportion Hypothesis Testing

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  • 11:47 T-Statistic Confidence Interval

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  • 09:04 Small Sample Hypothesis Test

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