Vignettes for statistical concepts

Statistical Evidence | Vignettes

Error rate and FDR, Likelihood method

Start | R Psychologist

Understanding p-values Through Simulations, Maximum Likelihood, Cohen's d, Statistical Power and Significance Testing, Confidence Intervals, Bayesian Inference, Correlations, Equivalence and Non-Inferiority Testing, P-value distribution, t-distribution.

TquanT — Shiny Apps Gallery — Consortium Apps

Bayesian statistics, Bayesian Correlation Analysis, Bayesian t-Test Teaching App, P-values & Bayes factor, Sequential testing with p-values and Bayes factors, Comparison of Frequentist and Bayesian analysis in ANOVA post-hoc settings.

Probability Distributions, F-Distributions Probability Distributions (tquant.eu)

Model Comparison Approach, Model 1, Model Comparison Approach, Model 2

Simulating Statistical Power, Fpower.

Shiny App (ramikrispin.github.io) Why normal distributions are normal, using Soccer Field Experiment ( based on chapter 3 of Statistical Rethinking by prof. Richard McElreach)

Setosa data visualization and visual explanations for Conditional Probability and Monty Hall visualization.

Seeing Theory (brown.edu) visualization for 6 chapters, each with 3 concepts

Basic Probability > Chance events, expectation, variance

Compound Probability > Set theory, counting and conditional probability

Probability distribution > Random Variables, Discrete and continuous, CLT

Frequentist Inference > Point Estimation, Interval Estimation, The Bootstrap

Bayesian Inference >  Baye's theorem, Likelihood, Prior to Posterior

Regression Analysis > OLS, Correlation, ANOVA


Math Bits Secondary Math Resources with the Common Core

JAVA applet for distribution

SOCR Distributions (umich.edu)


Statistics Simulations - LearnChemE MATLAB based.


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