Tag: Statistics

  1. Confidence intervals, hypothesis testing and p-values

    This applet illustrates the connection between a confidence interval, a formal hypothesis test, and the p-value of a hypothesis test.

    melbapplets.ms.unimelb.edu.au/2021/07/12/confidence-intervals-hypothesis-testing-and-p-values

  2. Power of a hypothesis test

    This applet gives a visualisation of the concept of statistical power, and helps illustrate the relationship between power, sample size, standard deviation and difference between the means.

    melbapplets.ms.unimelb.edu.au/2021/07/12/power-of-a-hypothesis-test

  3. Partitioning of variability in regression

    This applet illustrates partitioning of variability into explained (fitted) and unexplained (residual) variability.

    melbapplets.ms.unimelb.edu.au/2021/07/12/partitioning-of-variability-in-regression

  4. Partitioning of variability in ANOVA

    This applet illustrates the partitioning of variability into explained and unexplained variability, in the context of ANOVA.

    melbapplets.ms.unimelb.edu.au/2021/07/12/partitioning-of-variability-in-anova

  5. Distribution of order statistics

    This applet displays the distribution for the order statististics of a sample of size n from an arbitrary population distribution.

    melbapplets.ms.unimelb.edu.au/2021/07/12/distribution-of-order-statistics

  6. Maximum likelihood estimators

    This applet shows the maximum likelihood estimator and (log) likelihood function for several statistical models.

    melbapplets.ms.unimelb.edu.au/2021/07/12/maximum-likelihood-estimators

  7. Normal approximation to the binomial distribution

    This applet explores the normal approximation to the binomial distribution.

    melbapplets.ms.unimelb.edu.au/2021/07/09/normal-approximation-to-the-binomial-distribution

  8. Discrete and continuous distributions

    This applet explores the relationship between the pmf or density and the cumulative distribution function of a range of discrete and continuous probability distributions.

    melbapplets.ms.unimelb.edu.au/2021/07/09/discrete-and-continuous-distributions

  9. Normal probability plot and CDF

    This applet shows the relationship between a plot of an estimated empirical CDF and a normal probability plot.

    melbapplets.ms.unimelb.edu.au/2021/07/09/normal-probability-plot-and-cdf

  10. QQ plots

    This applet explores QQ-plots for a range of distributions.

    melbapplets.ms.unimelb.edu.au/2021/07/09/qq-plots

Number of posts found: 14