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We are all statisticians now

Leek romesf-2015

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We are all statisticians now

Teaching Blogging Research

Teaching Blogging Research jhudatascience.org

Teaching Blogging Research simplystatistics.org

@simplystats

Teaching Blogging Research jtleek.com

N = Number of Measurements

(€ / measurement)

(€ you have) N =

“6 degrees of separation”

http://arxiv.org/pdf/0803.0939v1.pdf

“6 7 degrees of separation”

3 uncertainty graphs confounders

1 uncertainty

Population

Population

Probability

Population

Sample Inference

Best guess

Population

Sample Inference

Could be this

Population

Sample Inference

…or this

Population

Probability

Population

Probability

Population

Probability

Inference

http://www.sciencemag.org/content/343/6176/1203

2 graphs

Higher accuracy

3 confounders

Small shoes Not literate

Big shoes Somewhat literate

Shoe Size Literacy

??

Small shoes Not literate Young

Big shoes Somewhat literate Middle aged

Shoe Size Literacy

Age

Shoe Size Literacy

Age

Variable1 Variable2

Confounder

Genes Longetivity

Technology

??

3 uncertainty graphs confounders

www.jtleek.com/talks Grazie