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(4 classifications) (22 resources)

Statistical Inference and Techniques -- Linear Models

Statistical Topic Classifications
Categorical ANOVA (40) Logistic Regression (3) Quantitative ANOVA (11)	Regression (81)

Resources

		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...		More Info
		http://www.learner.org/resources/series65.html

		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...		More Info
		http://www.learner.org/resources/series65.html

		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...		More Info
		http://www.amstat.org/publications/jse/v3n2/datasets.braun.h...

		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...		More Info
		http://animation.yihui.name/

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

		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...		More Info
		http://www.vias.org/simulations/simusoft_linregr.html

		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,...		More Info
		http://www.uvm.edu/~dhowell/StatPages/Examples.html

		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...		More Info
		http://www.amstat.org/publications/jse/v11n2/datasets.heinz....

		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...		More Info
		http://www.mathdl.org/mathDL/4/?pa=content&sa=viewDocument&n...

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

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