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(4 classifications) (22 resources)

Statistical Inference and Techniques -- Linear Models

Statistical Topic Classifications
Categorical ANOVA (40)
Logistic Regression (4)
Quantitative ANOVA (12)
Regression (81)

Resources
View Resource Against All Odds: 6. Time Series

In this free online video program, students will learn that "statistics can reveal patterns over time. Using the concept of seasonal variation, this program shows ways to present smooth data and recognize whether a particular pattern is meaningful. Stock market trends and sleep cycles are used to explore the topics of deriving a time series and using the 68-95-99.7 rule to determine the control...

http://www.learner.org/resources/series65.html
View Resource Against All Odds: 8. Describing Relationships

This free online program describes "how to use a scatterplot to display relationships between variables. Patterns in variables (positive, negative, and linear association) and the importance of outliers are discussed. The program also calculates the least squares regression line of metabolic rate y on lean body mass x for a group of subjects and examines the fit of the regression line by...

http://www.learner.org/resources/series65.html
View Resource An Illustration of Bootstrapping Using Video Lottery Terminal Data

The dataset described in this article contains information on 345 plays on an electronic slot machine and the prize for each. This data can be used to illustrate parametric bootstrapping and tests of independence for two and three-way contingency tables involving random zeroes. Key Words: Simulation; Elementary probabilities.

http://www.amstat.org/publications/jse/v3n2/datasets.braun.h...
View Resource AniWiki

AniWiki is a gallery for statistical animations in several subjects such as probability, linear models, multivariate statistics, and nonparametric statistics. Most of the animations are created in the R environment.

http://animation.yihui.name/
View Resource Data Management, EDA, and Regression Analysis with 1969-2000 Major League Baseball Attendance

This article describes a dataset containing Major League Baseball data from seasons 1969 through 2000 and illustrates how this data can be used as a course long project covering basic data management, the use of exploratory data analysis to "clean" data, and construction of regression models. The data is in .dat format.

http://www.amstat.org/publications/jse/v10n2/datasets.cochra...
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