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. 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 _____________________________________ 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 _____________________________________ 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 ____________________________________ Final Exams and Video Playlists: https://www.video-tutor.net/ Full-Length Videos and Worksheets: https://www.patreon.com/MathScienceTutor/collections