Mathematical Statistics (2024): Lecture 4

We cover the "second important tool for Mathematical Statistics" and an introduce the Beta distribution!

In this video:
🔹 Introduction and some HW problem hints
🔹 Proving the Law of the Unconscious Statistician 12:03
🔹 The Shape of the Gamma Distribution 17:10
🔹 Bivariate to Bivariate Distribution Transformations 21:04
🔹 Relationships Between Some Common Distributions 56:23
🔹 The Beta Function 58:40

New videos release every Tuesday and Thursday!

Exercises associated with this video:

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Thanks for watching! Consider checking out my MathStat textbook!

Also, if you are interested in data science, check out my courses on Coursera!

[kritijangid]

Where can I download the resources used in the video from? Like that one chart showing relationship between the various distributions.

[thatsfantastic]

Very Interesting !!!! love from Pakistan ♥

[g]

Hello Professor,
i was wondering if you will be uploading a series on introductory probability theory? I watched the videos you have uploaded so far, and they helped tremendously. It’s just that my class moved further than what you uploaded, and I haven’t found a Professor on youtube explain the concepts as succinctly as you have.

[AbdelrahmanHassan-ofdv]

very good chanel i follow you from egypt

[putin_navsegda]

thank you i enjoy the way you explain. As an idea for your future videos i would propose some topics on Statistical Physics and Kinetic theory