Slide4 bme adat_2015

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session#4 Divényi János @divenyi.janos

Transcript of Slide4 bme adat_2015

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session#4 Divényi János @divenyi.janos

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b.socrative.com

Student login into room BMEADAT

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How to find answersto relevant questions

using data

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QUESTION

DATA

ANALYSIS

PRESENTATION

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QUESTION

DATA

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QUESTION

DATA

ANALYSIS

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How doesa new piece of

informationaffects

what we knowabout the world?

ww

w.b

igs

toc

kp

ho

to.c

om

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P(A|B)

conditional probability

probability that A occurs given than B has occurred

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RANDOMNESS

http://dilbert.com/strip/2001-10-25

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RANDOMNESS

http://dilbert.com/strip/2001-10-25

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RANDOMNESSYOU CAN NEVER BE SURE

http://dilbert.com/strip/2001-10-25

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Statistical HypothesisTesting

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Jake VanderPlas

Statistics for Hackers

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http://xkcd.com/882/

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Statistical HypothesisInference Testing

Charles Lambdin

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Statistical HypothesisInference Testing

Charles Lambdin

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Mr. Allen, the candidate for politicalParty A will run against Mr. Baker of Party B for office. Past races betweenthese parties for this office werealways close, and it seems that thisone will be no exception – Party A candidates always have gottenbetween 40% and 60% of the vote and have won about half of the elections.

Carl Morris (1987)

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QUESTION

Mr. Allen needs to know whether he is going to win the election, so he ordersa poll. Which of three outcomes wouldbe the most encouraging for him?

(a) Y = 15, n = 20

(b) Y = 115, n = 200

(c) Y = 1046, n = 2000

Carl Morris (1987)