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Searched for: Statistical Topic is Statistical Inference and Techniques -- Linear Models -- Regression
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View Resource Using EDA, ANOVA and Regression to Optimise some Microbiology Data

This article describes a dataset containing information on bacterium culturing. Students can use graphical methods, one-way and two-way ANOVA, and multiple polynomial regression to estimate the optimal conditions for bacteria growth. Key Words: Analysis of variance; Exploratory data analysis; Interactions; Optimisation; Outlier.

http://www.amstat.org/publications/jse/v12n2/datasets.binnie...
View Resource Deriving Regression Lines Without Calculus

This article describes a method to calculate the least squares line algebraically. First, the author uses a numeric example, which uses calculus, then describes a simpler algebraic method.

http://www.rsscse-edu.org.uk/tsj/bts/puritz/text.html
View Resource An Oral Contraceptive Drug Interaction Study

This article describes data from a drug interaction study of a new drug and a standard oral contraceptive therapy. Both normal theory and distribution-free statistical analyses are provided along with a notable amount of graphical insight into the dataset.

http://www.amstat.org/publications/jse/v12n1/datasets.bradst...
View Resource What's Normal? -- Temperature, Gender, and Heart Rate

This article describes a dataset on body temperature, gender, and heart rate. It addresses concepts like true means, confidence intervals, t-statistics, t-tests, the normal distribution, and regression.

http://www.amstat.org/publications/jse/v4n2/datasets.shoemak...
View Resource NFL Y2K PCA

This article describes a dataset on the 2000 National Football League (NFL) regular season and the exploratory data analyses performed. Key Words: Multivariate analysis; Summary ranking measures

http://www.amstat.org/publications/jse/v9n3/datasets.watnik....
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