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Title: Math 30: Introduction to Linear Models
Url: https://math.dartmouth.edu/~matc/math30/plasma.html#Introduction
Creator: Stukel, Therese A.
Publisher: Dartmouth College
Description: This introductory course covers simple linear regression, multiple regression, and analysis of variance, as well as statistical model-building strategies. Regression diagnostics, analysis of complex data sets and scientific writing skills are emphasized. Methods are illustrated with data sets drawn from the health, biological, and social sciences. The site includes a syllabus and data sources, as well as a list of course topics linked to relevant individual data sources, and class examples.
LC Classification: Bibliography. Library science. Information resources (General) -- Subject bibliography -- Mathematics -- Special topics, A-Z -- Regression analysis
Philosophy. Psychology. Religion -- Psychology -- Philosophy. Relation to other topics -- Methodology -- Mathematical and statistical methods -- Special methods, A-Z -- Analysis of variance
Philosophy. Psychology. Religion -- Psychology -- Philosophy. Relation to other topics -- Methodology -- Mathematical and statistical methods -- Special methods, A-Z -- Regression analysis
Science -- Mathematics -- Mathematical statistics -- Analysis of variance and covariance. Experimental design
Science -- Mathematics -- Mathematical statistics -- Analysis of variance and covariance. Experimental design
Science -- Mathematics -- Mathematical statistics -- Multivariate analysis -- Regression analysis. Correlation analysis
Social sciences -- Statistics -- Theory and method of social science statistics -- Analysis of variance
Social sciences -- Statistics -- Theory and method of social science statistics -- Regression. Correlation
GEM Subject: Science
Science -- Biology
Health
Mathematics
Social studies
Mathematics -- Statistics
Key Concept: Mathematics
Mathematics -- Linear equations
Mathematics -- Tests of variance
Resource Type: Reference Material
Audio/Visual -- Graph
Instructional Material
Instructional Material -- Course
Instructional Material -- Demonstration
Instructional Material -- Lesson/Lesson Plan
Instructional Material -- Experiment/Lab Activity
Format: Document -- HTML
Audience: Educator
Learner
Education Level: Higher Education -- Graduate/Professional
Higher Education -- Undergraduate (Lower Division)
Higher Education -- Undergraduate (Upper Division)
Higher Education -- Technical Education (Upper Division)
Higher Education -- Technical Education (Lower Division)
Language: English
Rights: Therese A. Stukel, Dartmouth College
Access Rights: Free access
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Source: Math Forum
Full Record Views: 13
Resource URL Clicks: 44
Cumulative Rating: this resource has a 5 star rating (Based on 1 response.)
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