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Statistical Software Resources: Web Resources
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Excel
SAS
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STATA
R
Web Resources
Correlation and Regression
Correlation
Tutorial on linear correlation
Regression and Correlation
Good chapter on regression and correlation from UCLA's statistics e-book
Strat Trek- Linear Correlation
Stat Trek's chapter on applied statistics using correlation and regression.
Linear Regression
David Lane's tutorial on regression. Has a small section covering multiple regressions.
Descriptive Statistics
Hypothesis Testing
Hypothesis Testing Tutorial
Contains applets (requires Java) that allows users to select different parameters such as n, mean, significance level, etc. and generate a simulation of a random sample from a specified distribution.
Introduction to ANOVA tutorial
David Lane's tutorial on analysis of variance
Random Variables and Point Estimation
Point Estimation Tutorial
Has links to interactive applets (requires Java) that generates random samples of a population normal distribution.
Probability
Probability Spaces
Interactive Java applet that generates simulations of card samples, dice rolls and coin tosses.
Visualizing Statistics
Flowing Data
A great blog about data and statistics visualizations. Many of the topics are on "big data" and contemporary uses of data.
Junk Charts
Sometimes you need to see examples of poorly done visualizations to really appreciate the visualizations done appropriately.
Google Developers
A programmatic approach to creating basic visualizations from Google
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