Course Features
Duration
2 months
Delivery Method
Online
Available on
Limited Access
Accessibility
Desktop, Laptop
Language
English
Subtitles
English
Level
Beginner
Teaching Type
Self Paced
Course Description
Course Overview
International Faculty
Post Course Interactions
Hands-On Training,Instructor-Moderated Discussions
Skills You Will Gain
Prerequisites/Requirements
calculating the mean and standard deviation of a data set
central limit theorem
interpreting probability and probability distributions
normal distributions and sampling distributions
normalizing observations
What You Will Learn
EstimationEstimate population parameters from sample statistics using confidence intervalsEstimate the effect of a treatment
Hypothesis TestingHow to determine if a treatment has changed the value of a population parameter
t-testsHow to test the effect of a treatmentCompare the difference in means for two groups when there are small sample sizes
ANOVALearn how to test whether or not there are differences between three or more groups
CorrelationLearn how to describe and test the strength of a relationship between two variables
RegressionHow changes in one variable are related to changes in a second variable
Chi-squared TestsLearn how to compare and test frequencies for categorical data
Course Instructors