Alternative Hypotheses: Main Ideas!!!
StatQuest with Josh Starmer StatQuest with Josh Starmer
1.16M subscribers
139,973 views
0

 Published On Jul 5, 2020

In Statistics, when we do Hypothesis Testing, we are supposed to have two hypotheses: A primary, or Null Hypothesis and an Alternative Hypothesis. This StatQuest explains why we need the Alternative Hypothesis, even though Hypothesis Testing tends to focus on the Null.

NOTE: This StatQuest follows up on Hypothesis Testing and the Null Hypothesis:    • Hypothesis Testing and The Null Hypot...  

And if you'd like to learn about p-values, check out...
p-values: What they are and how to interpret them:    • p-values: What they are and how to in...  
How to Calculate p-values:    • How to calculate p-values  

Lastly, if you would like to learn about Statistical Tests, see:    • Linear Regression and Linear Models  

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...

Buying my book, The StatQuest Illustrated Guide to Machine Learning:
PDF - https://statquest.gumroad.com/l/wvtmc
Paperback - https://www.amazon.com/dp/B09ZCKR4H6
Kindle eBook - https://www.amazon.com/dp/B09ZG79HXC

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

...a cool StatQuest t-shirt or sweatshirt:
https://shop.spreadshirt.com/statques...

...buying one or two of my songs (or go large and get a whole album!)
https://joshuastarmer.bandcamp.com/

...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
1:49 The Alternative Hypothesis
3:21 Testing the Null vs Alternative for 2 groups
5:38 Testing the Null vs Alternative for 3 or more groups
8:00 Summary and next steps

#StatQuest #AlternativeHypothesis

show more

Share/Embed