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Maximum Likelihood, clearly explained!!!

Автор: StatQuest with Josh Starmer

Загружено: 2017-07-31

Просмотров: 1602404

Описание:

If you hang out around statisticians long enough, sooner or later someone is going to mumble "maximum likelihood" and everyone will knowingly nod. After this video, so can you!
Also, some viewers asked for a worked out example that includes the math. Here it is! (you may need to click on the "Show More" button below to see the link)    • Maximum Likelihood for the Exponential Dis...  

For a complete index of all the StatQuest videos, check out:
https://statquest.org/video-index/

If you'd like to support StatQuest, please consider...

Patreon:   / statquest  
...or...
YouTube Membership:    / @statquest  

...buying one of my books, a study guide, a t-shirt or hoodie, or a song from the StatQuest store...
https://statquest.org/statquest-store/

...or just donating to StatQuest!
https://www.paypal.me/statquest

Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter:
  / joshuastarmer  

0:00 Awesome song and introduction
0:34 Motivation for MLE
1:12 Overview of the Normal Distribution
2:06 Thinking about where to center the distribution
3:25 Using MLE to find the optimal location for the center
4:27 Using MLE to find the optimal standard deviation
5:19 Probability vs Likelihood



#statquest #MLE

Maximum Likelihood, clearly explained!!!

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