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Inferential Statistics FULL Tutorial: T-Test, ANOVA, Chi-Square, Correlation & Regression Analysis

Learn about inferential statistics and how they differ from descriptive statistics in this plain-language tutorial, packed with practical examples. We examine the most common inferential tests, such as t-tests, ANOVA, chi-square, correlation, and regression, giving clear practical examples of their use. We also talk about the importance of understanding the distinction between correlation and causation, and how to choose the right statistical test for your data. 00:00 Introduction to Inferential Statistics 01:12 Understanding Inferential Statistics 03:00 Comparing Inferential and Descriptive Statistics 04:43 Exploring Common Inferential Tests 05:02 What is a t-test 06:20 What is ANOVA 07:37 What is the chi-square test 08:54 What is correlation analysis 10:44 What is regression analysis 12:39 Free Resources ESSENTIAL RESOURCES: Free Statistics Cheatsheet - https://gradcoach.com/statistics-chea... Free Methodology Webinar - https://gradcoach.com/webinar-researc... Descriptive Statistics 101 - https://gradcoach.com/descriptive-sta... Sampling 101 Explainer Video - https://gradcoach.com/sampling-methods/ Private Coaching - https://gradcoach.com/dissertation-co...