Hypothesis Tests >> Simulate or illustrate p-values, detection of differences, Type I and Type II errors, and/or power

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APPLETSOURCEDESCRIPTION
Double Sample and Detect DifferenceUniv. of Utah, StatCenter (Malloy, Jensen)"Double Sample" allows user to explore differences in t statistics when two samples are drawn from either the same or different normal distributions, "Detect Difference" allows user to generate multiple examples with two samples from which they must guess whether they came from populations with the same or different means based on the t statistic (easy, medium and hard examples can be chosen).  more
Two sample hypothesis testJava Applets for the Visualization of Statistical Concepts (VESTAC)Generates a specified number of samples (shown visually) to illustrate the effects on the p-value of the test for two independent means as users vary hypotheses about the means as well as the sample size, variance, significance level and true population means.  more
Hypothesis Testing: T-testsMonash Univ. Business and Economics (Stewart, Bernal-Melo)Simulates data to show the effects of population means and standard deviations and sample sizes on test statistics, p-values and results of independent or paired samples tests, shows scatterplot and graphical display of rejection regions/p-values.  more
Power of a TestW.H. Freeman & Co.Shows graphically alpha and power as user adjusts hypotheses about a mean, sample size, standard deviation, significance level and alternative population mean.  more
Hypothesis Testing AppletsStatistical Java (Dorai-Raj, Anderson-Cook, Robinson)Shows the effects on the critical value and power of a test for a mean when the sample size, significance level and/or difference between the means of the null and alternative distributions are adjusted.  more
The Power of a Test Concerning the Mean of a Normal PopulationWolfram Demonstrations ProjectFor 1- or 2-tailed tests for a mean, graphically shows effects of changing actual mean, population mean and variance and sample size on significance level and power. Requires download of Mathematica Player as well as demo itself, good for classroom demonstration.  more
Hypothesis Testing Power AppletOgdenShort expository material plus applet that shows graphically alpha and power for 1- and 2-tailed tests for a mean based on user entered population parameters, sample size and hypothesized mean.  more
Factors that affect powerSeeing Statistics (McClelland) in Fundamental Statistics for the Behavioral Sciences (Howell)Shows with graphs how power is affected by changes in the alternative mean, sample size and population standard deviation.  more