This statistics video tutorial provides a basic introduction into the student's t-distribution. It explains how to construct confidence intervals around a population mean using the student's t-distribution as well as calculating the margin of error or error bound of the mean. It's a good indication to use the t-distribution as opposed to the normal distribution when the sample size is less than 30 and when you're given the sample standard deviation instead of the population standard deviation.
Statistics - Video Lessons:
https://www.video-tutor.net/statistic.html
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Introduction to Statistics:
https://www.youtube.com/watch?v=XZo4xyJXCak
Introduction to Probability:
https://www.youtube.com/watch?v=SkidyDQuupA
Central Limit Theorem:
https://www.youtube.com/watch?v=4YLtvNeRIrg
Standard Error of The Mean:
https://www.youtube.com/watch?v=UuHqq09nTAk
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Confidence Intervals & Margin of Error:
https://www.youtube.com/watch?v=DT-fPG0Hff8
Find The Z-Score Given Confidence Interval:
https://www.youtube.com/watch?v=sJyZ9vRhP7o
How To Calculate The Sample Size:
https://www.youtube.com/watch?v=nkkxu09K3ZA
Student's T-Distribution:
https://www.youtube.com/watch?v=MUD390jtgQs
Confidence Interval-Population Proportion:
https://www.youtube.com/watch?v=_aQTgv_OOSU
Chebyshev's Theorem:
https://www.youtube.com/watch?v=ZXq0ygaZuwg
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Hypothesis Testing - Null & Alternative:
https://www.youtube.com/watch?v=wiYJWyfdGg4
Type I and Type II Errors:
https://www.youtube.com/watch?v=9yQm9F2_yIk
One Tailed and Two Tailed Tests:
https://www.youtube.com/watch?v=XHPIEp-3yC0
Test Static For Means & Pop Proportions:
https://www.youtube.com/watch?v=Hag0GW9B6EY
Hypothesis Testing Problems:
https://www.youtube.com/watch?v=zJ8e_wAWUzE
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Final Exams and Video Playlists:
https://www.video-tutor.net/
Full-Length Videos and Worksheets:
https://www.patreon.com/MathScienceTutor/collections