Learn to select appropriate statistical tests and apply them effectively through a series of instructional videos and practice examples. Explore hypothesis testing, p-values, t-tests for comparing means, regression analysis, and chi-square tests. Gain hands-on experience using Excel for statistical analysis, including creating scatterplots, performing regression, and conducting various hypothesis tests. Master the interpretation of p-values and their significance in statistical analysis. Enhance your understanding of categorical data analysis using two-way tables and delve into the differences between paired and independent samples in statistical studies.
Overview
Syllabus
Statistical Tests: Choosing which statistical test to use.
Choosing which statistical test to use: Practice examples.
Hypothesis testing: step-by-step, p-value, t-test for difference of two means - Statistics Help.
Two means t-test in Excel - Statistics Help.
Scatterplots in Excel, Regression part 1 - Statistics Help.
Regression in Excel - Statistics Help.
P-value in statistics: Understanding the p-value and what it tells us - Statistics Help.
Chi-sq test: (1) Analysing categorical data in a two-way table, using Excel and chocolate.
Hypothesis test (t-test) for a mean in Excel - statistics help.
Paired samples and independent samples for statistical analysis - statistics help.
Taught by
Dr Nic's Maths and Stats
