Statistics University of Tsukuba
Course Overview
Introduction to statistics for life and environmental sciences.
Learning Achievement
To give students an understanding of the basics of variability, etc.
Competence
To give students a basic understanding of statistical inference and testing
Course prerequisites
None
Grading Philosophy
Homeworks focusing on practical skills in data analysis
Course schedule
Introduction to experimental designVariability of dataReplicationProbability and chanceMeasures of variabilityGaussian distributionNon-normal distributionsData presentationLooking for differences 1Null hypothesis1-sample t-testLooking for differences 22-sample t-testPaired t-testLooking for differences 3Intro to ANOVALooking for differences 4ANOVA post-hoc testingExtensions to ANOVALooking for relationships 1Introduction to regressionLooking for relationships 2Regression2Looking for relationships 3CorrelationNon-parametric tests
Course type
Lectures
Online Course Requirement
Instructor
Irving Louis John
Other information
As discussed at Week 1.
Site for Inquiry
Link to the syllabus provided by the university
