Statistical Rethinking Course for Jan-Mar 2023. Contribute to rmcelreath/stat_rethinking_2023 development by creating an account on GitHub.
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Statistical Rethinking Course for Jan-Mar 2023. Contribute to rmcelreath/stat_rethinking_2023 development by creating an account on GitHub.

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The fifth installment of the basic of statistical inference series discusses different types of parametric tests. Get ready to learn what these categories are and how they function.
The basic of statistical inference series continues on with the fourth segment discussing the concept of hypothesis testing. Get ready to learn what hypothesis testing is and how it works.
Understanding the Bias-Variance Tradeoff
Source: http://scott.fortmann-roe.com/docs/BiasVariance.html
portraits of David Reshef, MIT scientist focused on machine learning information theory and statistical inference, for Technology Review Magazine

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Statistical Inference
Suppose that there are two (2) candidates (i.e., Jones and Johns) in the upcoming presidential election. Sara notes that she has discussed the presidential election candidates with 40 friends, and 27 said that they are voting for candidate Jones. Sara is therefore convinced that candidate Jones will win the election because Jones gets more than 50% of votes.
Answer the following questions in the…
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Curve fitting
Source: https://xkcd.com/2048/
xkcd: Curve-Fitting
A Statistic Is Not A Fact. It is an Inference
A Statistic Is Not A Fact. It is an Inference
Statistics are frequently necessary and often misleading Facts are stubborn things, but statistics are more pliable. Mark Twain There are lies, damned lies, and statistics. Benjamin Disraeli Statistics are no substitute for judgement. Henry Clay Math is a language that you use to describe statistics, but really it’s about collecting information and putting it in an order that makes sense.…
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