Statistics Fundamentals – Part 3: Advanced
English | Size: 411.0 MB
Category: Video Training
Statistics are everywhere, in every industry, but they’re a must for anyone working in data science, business, or business analytics. If you’re in one of these specialized fields, chances are you need an advanced understanding of statistics. Complete your mastery in this course, part 3 of our Statistics Fundamentals series. Eddie Davila covers concepts such as small sample sizes, t-distribution, degrees of freedom, chi-square testing, and more. This advanced skills training moves learners into the practical study and application of experimental design, analysis of variance, population comparison, and regression analysis. Use these lessons to go beyond the basics and dive deeper into the specific factors that influence your own calculations and results.
Topics include:
Working with small sample sizes
Using t-statistic vs. z-statistic
Calculating confidence intervals with t-scores
Comparing two populations (proportions)
Comparing two population means
Chi-square testing
ANOVA testing
Regression testing
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