Bayesian Statistics: An Introduction

0:00 Introduction
2:25 Frequentist vs Bayesian
5:55 Bayes Theorum
10:45 Visual Example
15:05 Bayesian Inference for a Normal Mean
24:30 Conjugate priors
32:55 Credible Intervals

[ravivadali]

The most intuitive description of conjugate priors and credible intervals going beyond bayes great lecture and a brilliant teacher indeed.

[diba]

I rarely ever comment on anything but oh my god. Thank you SO MUCH for this.

[gkdhdzd]

one of the best videos out there. My PhD dreams thank you so much...

[edwardyu]

You should be proud of every student you help with these videos!

[benedictmawuliagagli]

Hi, thanks for the video and do appreciate your effort in doing all the other videos. They have been very helpful. I know you are currently working on the survival analysis video series, and I want to plea if you can do a video on the application of this Bayesian method, using a real world data (maybe health data) and especially in conjunction with the MCMC method. My interest is to understand its application to a data with various variables.

[karunamayiholisticinc]

One thing that I used to get confused about was how the prior distribution for any parameter is chosen when doing bayesian regression. This video really answered the question at this time. I am grateful YouTube has a lot to learn if one is willing to do so because of so many teachers putting up videos. Thank you for the efforts creating the playlists.

[paulfriedrich]

Thank you! But honestly, who did Bayes Theorem in grade 8 or 9? I didn't even do it in depth in my bachelors..

[Daily_language]

it is explained much clearer than the other similar videos

[fallen]

Thanks for the video! I'm 18 and really interested in statistics for scientific research and this has been a great introduction to bayesian statistics! Really nice graphics to follow along :)

[AnnaB-oobd]

Congratulations on creating an exceptionally clear explanation of the basics of Bayesian statistics!

[subhanmehdizade]

Guys, you are perfect to explain all things relating to statistics

[innocentabaa]

Bayes theorem in grade 9? I didn't even know what it was during my bachelor and masters i only hear my teaching mentioned it. I understood it better when I took a course called Bayesian data analysis last fall at bowling Green state university then I understood what it really was

[potiphardamiano]

Thank you very much for well articulated video on introduction of Bayesian Data analysis. Your efforts can not go unappreciated. If possible, could you share more videos on the application of these in health inclusive of application of MCMC

[johannesnetzer]

Thank you for this wonderful video. Thanks to your video, I finally understood what I unfortunately never understood in months of lectures from my professor.

[banggiangle]

this is the best explanation of the subject i have found on youtube 😂😂

[SkateAs]

Hey! Great video, wish you'd make another one about MAP and Bayes factors (I suppose you could fit them into 1 video).

[thisisntactuallyme]

You might just have saved my PhD and I love you

[joeguerriero]

great video. would be interesting to see how you extend this lesson to situations in which you don't have a conjugate prior

[alinuh]

Hi
Have you done anything about latent class analysis and cluster analysis
Many thanks your intuitive teaching is amazing!

[KulkarniPrashant]

Love it and also love your correction to Dirichlet!