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Whether you’re studying temperatures in a neighborhood or car mileage, you’ll find the normal distribution popping up in all sorts of places. That’s no coincidence! There’s a deep mathematical reason for this conspiracy of normal distributions everywhere, which has made waves throughout history: the central limit theorem. In this episode, we’ll learn more about it and why it matters.
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Chapters:
0:00 – Introduction
0:50 – Frequency Distributions Revisited: Normal Distribution Shape
2:12 – Defining The Normal Distribution
5:07 – Why Are Normal Distributions So Common?
8:43 – The Central Limit Theorem
10:51 – Conclusion
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#StudyHall #Statistics #RealWorld
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REFERENCES:
https://www.youtube.com/watch?v=zeJD6dqJ5lo
SOURCES:
https://www.worldenergydata.org/changing-temperature-extremes/
https://journals.physiology.org/doi/full/10.1152/ajpregu.00445.2004?rfr_dat=cr_pub++0pubmed&url_ver=Z39.88-2003&rfr_id=ori%3Arid%3Acrossref.org
https://archive.ipcc.ch/ipccreports/tar/wg1/088.htm
https://www.chartsgraphsdiagrams.com/HealthCharts/growth-2-20-girls.html
https://www.sciencedirect.com/science/article/abs/pii/S0967070X16308083
https://stanford.edu/~cpiech/bio/papers/gradesAreNotNormal.pdf
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