Performing Statistical Analysis with MATLAB
Offered By: Pluralsight
Course Description
Overview
Learn how MATLAB can be used for different types of statistical analysis. No matter if summary statistics, hypothesis tests, modeling or visualizations, MATLAB has you covered.
MATLAB has many different uses for different types of statistical analysis. In this course, Performing Statistical Analysis with MATLAB, you’ll gain the ability to analyze and model standard datasets. First, you’ll explore summary statistics. Next, you’ll discover how probability distributions are defined for our course dataset. Then, you'll see how models and curve fits can be tailored to accurately describe data. Finally, you’ll learn how to use industrial statistics for advanced analysis like durability analysis, process control and design of experiments. When you’re finished with this course, you’ll have the skills and knowledge of MATLAB needed to analyze standard datasets containing numeric, integer and categorical variables.
MATLAB has many different uses for different types of statistical analysis. In this course, Performing Statistical Analysis with MATLAB, you’ll gain the ability to analyze and model standard datasets. First, you’ll explore summary statistics. Next, you’ll discover how probability distributions are defined for our course dataset. Then, you'll see how models and curve fits can be tailored to accurately describe data. Finally, you’ll learn how to use industrial statistics for advanced analysis like durability analysis, process control and design of experiments. When you’re finished with this course, you’ll have the skills and knowledge of MATLAB needed to analyze standard datasets containing numeric, integer and categorical variables.
Syllabus
- Course Overview 1min
- Using MATLAB for Statistical Analysis 33mins
- Understanding Statistical Probability Distributions 23mins
- Fitting and Interpreting Curves 28mins
- Performing Advanced Statistics in MATLAB 34mins
Taught by
Martin Burger
Related Courses
Statistics: Making Sense of DataUniversity of Toronto via Coursera Advanced Linear Models for Data Science 1: Least Squares
Johns Hopkins University via Coursera Introduction to Recommender Systems: Non-Personalized and Content-Based
University of Minnesota via Coursera Essential Math for Data Analysis using Excel Online
Microsoft via edX Biostatistics in Public Health
Johns Hopkins University via Coursera