ANOVA Use and Assumptions | Statistics Tutorial #25 | MarinStatsLectures HD

ANOVA (One Way Analysis Of Variance): Use & Assumptions ANOVA in R Tutorial: https://goo.gl/kY4kyE More Statistics and R Programming Tutorials: https://goo.gl/4vDQzT ▶︎▶︎This tutorial introduces one way analysis of variance (ANOVA) test, the purpose of ANOVA, the null hypothesis and alternative hypothesis in ANOVA test, and the required assumptions for ANOVA test. ▶︎▶︎ Statistics tutorials that follow this one, introduce analysis of variance as a concept and explains sum of squares in ANOVA test, the calculation of the test statistic for ANOVA, and conducting post-hoc multiple comparisons. ▶︎ What is the purpose of ANOA test? One Way Analysis of Variance (ANOVA) is used to compare the means of 3 or more independent groups. ▶︎What are the assumptions of ANOVA test? The ANOVA test requires assuming independent observations, independent groups, that the variance (or standard deviation) of the two groups being compared are approximately equal or that the sample size for each group is large ▶︎ What is the non parametric equivalent of ANOVA? The non parametric alternative to ANOVA is Kruskal Wallis One Way Analysis of Variance ((The Kruskal–Wallis test by ranks, Kruskal–Wallis H test (named after William Kruskal and W. Allen Wallis), or one-way ANOVA on ranks), and Bootstrap (resampling) approaches are also another alternative to this test ■ Table of Content 0:00:03 what is Analysis of variance ANOVA? 0:00:39 What is one-way analysis of variance (one way ANOVA)? 0:00:57 ANOVA Step by Step with an example 0:02:17 ANOVA test null hypothesis 0:02:44 ANOVA test alternative hypothesis 0:04:19 What are the assumptions for ANOVA test 0:04:22 what are large sample assumptions 0:06:30 when do we use kruskal-wallis one-way analysis of variance 0:07:08 What is the difference between ANOVA and two sample t test 0:08:10 What is blocking or called stratified assignment in statistics ▶︎▶︎ Watch More ▶︎ Analysis Of Variance ANOVA in R, Multiple Comparisons in R, Kurskal Wallis in R https://goo.gl/kY4kyE ▶︎ Understanding Sum of Squares in ANOVA ,concept of analysis of variance, and ANOVA hypothesis testing https://youtu.be/-AeU4y2vkIs ▶︎ ANOVA Test Statistic and P Value: https://youtu.be/k-xZzEYL8oc ▶︎ ANOVA & Bonferroni Multiple Comparisons Correction https://youtu.be/pscJPuCwUG0 ▶︎ Two Sample t test for independent groups https://youtu.be/mBiVCrW2vSU ▶︎ Paired t test https://youtu.be/Q0V7WpzICI8 Follow MarinStatsLectures Subscribe: https://goo.gl/4vDQzT website: https://statslectures.com Facebook:https://goo.gl/qYQavS Twitter:https://goo.gl/393AQG Instagram: https://goo.gl/fdPiDn Our Team: Content Creator: Mike Marin (B.Sc., MSc.) Senior Instructor at UBC. Producer: Ladan Hamadani (B.Sc., BA., MPH) These videos are created by #marinstatslectures to support a course at The University of British Columbia (UBC) (#SPPH400: #IntroductoryStatistics for Health Science Research), although we make all videos available to the public for free. Th