This statistics video tutorial provides a basic introduction into the central limit theorem. It explains that a sampling distribution of sample means will form the shape of a normal distribution regardless of the shape of the population distribution if a large enough sample is taken from the population. 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