Correlation and Regression

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Sample Documents > Statistics > Correlation and Regression

Document name

Characteristics

Description

Anscombe

Activity from Statistics with 11 cases, 6 attributes. Useful for Activity, Demonstration

Famous dataset. Four bivariate relationships with the same number of points, the same linear regression line, and the same correlation coefficient

Computing Residuals

Demonstration from Statistics with 16 cases, 5 attributes. Useful for Activity, Demonstration

Shows how to use build-in functions to get predicted and residual values as attributes.

CorrelationInference

Simulation from Statistics with 20 cases, 5 attributes. Useful for Activity, Demonstration

Shows the distribution of correlation coefficients obtained when two attributes are independent.

CorrelationPlay

Play from Statistics with 7 cases, 2 attributes. Useful for Activity

Points on a scatter plot to drag around and observe the effect on the LSR line and r-squared.

CorrSlider

Simulation from Statistics with 20 cases, 4 attributes. Useful for Demonstration

A slider determines the correlation of data points.

Couples_FULL

Data from Sociology with 199 cases, 8 attributes. Useful for Activity, Project

Married couples with ages at time of marriage, heights, year of marriage, and duration.

Couples

Data from Sociology with 30 cases, 5 attributes. Useful for Activity

Married couples with ages, heights, and husband’s age at marriage.

Quadratic Regression

Demonstration from Statistics with 5 cases, 3 attributes. Useful for Demonstration

Shows techniques for finding a best fit parabola.

RegressionSimulation

Demonstration from Statistics with 200 cases, 2 attributes. Useful for Activity, Demonstration

5 sliders parameterize a population a predictor and a response. A sample from this population responds to changes in the parameters.

RegressionTransformation

Demonstration from Statistics with 100 cases, 8 attributes. Useful for Demonstration

A slider control a 4 stage transformation in which (X, Y) is standardized to (Exp, Res)

Two Groups Regression

Demonstration from Statistics with 100 cases, 3 attributes. Useful for Demonstration

Shows the relationship between Predictor and Response for two groups.