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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...

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...

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...

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...

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...

http://www.amstat.org/publications/jse/v10n2/datasets.cochra...
View Resource Error Surface of Linear Regression

This program has been written to explore the relationship between the data points and the error surface of the regression problem. On one hand you can learn how to represent a line in two different...

http://www.vias.org/simulations/simusoft_linregr.html
View Resource Examples and Their Data Sets

Each dataset in this collection includes description of the study, description of the data file, statistical topic covered, and reference. Topics addressed include: correlation, one-way ANOVA,...

http://www.uvm.edu/~dhowell/StatPages/Examples.html
View Resource Exploring Relationships in Body Dimensions

This article presents a dataset containing physical measurements for 507 physically active individuals. These data can be used to demonstrate simple descriptive statistics, least squares and multiple...

http://www.amstat.org/publications/jse/v11n2/datasets.heinz....
View Resource Exploring the Goodness of Fit in Linear Models

A "12 page" tutorial that explores the liner models via excel spreadsheets. The learning module leads the user through various aspects of linear modeling. This tutorial includes a worksheet that...

http://www.mathdl.org/mathDL/4/?pa=content&sa=viewDocument&n...
View Resource Judgement by Sampling (2)

This article follows Judgement by Sampling (1), in which the author analyzes a quality control problem. This paper presents the Operating Characteristic Curve for the sampling plan devised in the...

http://www.rsscse-edu.org.uk/tsj/bts/bissell2/text.html
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