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Contrasting things across different units, scales, and distributions can be like comparing apples and oranges. But standardizing everything lets us turn apples INTO oranges — which helps our comparisons make sense.
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Chapters:
0:00 – Introduction
1:47 – The Importance of Standardization
6:01 – Obtain and Interpret Z-Scores
8:58 – Identify the Standard Normal Distribution
11:18 – Conclusion
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#StudyHall #Statistics #RealWorld
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SOURCES:
Roman amphitheater data: https://github.com/roman-amphitheaters/roman-amphitheaters/blob/main/roman-amphitheaters.csv
Football (soccer) stadium data is cleaned up from here: https://en.wikipedia.org/wiki/List_of_association_football_stadiums_by_capacity
http://omeka.wellesley.edu/piranesi-rome/exhibits/show/colosseum/architecture
https://www.guinnessworldrecords.com/world-records/largest-amphitheatre
https://blog.prepscholar.com/whats-the-highest-possible-act-score
https://www.princetonreview.com/college-advice/guide-to-sat-scores
https://www.openintro.org/go/?id=os4_for_screen_readers&referrer=/book/os/index.php
https://www.cia.gov/the-world-factbook/countries/italy/
https://www.cia.gov/the-world-factbook/countries/united-states/
https://olympics.com/en/news/top-10-oldest-mens-professional-footballers
https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2019.00076/full
https://mlsplayers.org/resources/salary-guide
https://pudding.cool/2018/08/pockets/
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