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Title: Using an Applet to Demonstrate Sampling Distributions of Regression Coefficients
Url: https://serc.carleton.edu/sp/cause/interactive/examples/17126.html
Creator: Woodard, Roger
Publisher: Carleton College (Northfield, Minn.)
Description: This visualization activity combines student data collection with the use of an applet to enhance the understanding of the distributions of slope and intercept in simple linear regression models. The applet simulates a linear regression plot and the corresponding intercept and slope histograms. The program allows the user to change settings such as slope, standard deviation, sample size, and more. Students will then see theoretical distributions of the slope and intercept and how they compare to the histograms generated by the simulated linear regression lines.
LC Classification: Science -- Mathematics -- Mathematical statistics -- Multivariate analysis -- Regression analysis. Correlation analysis
Science -- Mathematics -- Mathematical statistics -- Sampling distribution
Science -- Mathematics -- Mathematical statistics -- Study and teaching. Research
GEM Subject: Mathematics -- Instructional issues
Mathematics -- Statistics
Key Concept: Mathematics -- Statistics
Resource Type: Instructional Material
Instructional Material -- Demonstration
Instructional Material -- Interactive Simulation
Format: Document -- DOC
Document -- HTML
Application -- Java
Audience: Educator
Learner
Education Level: Higher Education
Higher Education -- Undergraduate (Lower Division)
Higher Education -- Undergraduate (Upper Division)
Higher Education -- Technical Education (Upper Division)
Higher Education -- Technical Education (Lower Division)
Vocational/Professional Development Education
Language: English
Access Rights: Free access
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Source: CAUSEweb
Full Record Views: 1
Cumulative Rating: this resource has a 1 star rating (Based on 1 response.)
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