Awesome-shiny-apps-for-statistics

Statistics app showcase

A curated collection of Shiny apps and resources for teaching statistics concepts

🌟 A curated list of Awesome Shiny Apps for Statistics (ASAS)🌟

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Language: JavaScript
last commit: almost 7 years ago
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Awesome Shiny Apps for Statistics / Resources
Awesome R Shiny 802 about 2 years ago A curated list of resources for R Shiny

Awesome Shiny Apps for Statistics / Common Plots
Boxplots & Histograms
List of R graphs

Awesome Shiny Apps for Statistics / Common Statistic / continuous variables
Stability of Mean & Median
Correlation

Awesome Shiny Apps for Statistics / Common Statistic / p-value
When does a significant p-value indicate a true effect?
Hack p-value
the Vovk-Sellke maximum p-ratio the maximum diagnosticity of a two-sided p-value

Awesome Shiny Apps for Statistics / Common Distribution
Uniform
Student's T

Awesome Shiny Apps for Statistics / Common Distribution / Shiny Apps including more than one distribution
Nomral, Binomial, Student's T, F, Chi-square

Awesome Shiny Apps for Statistics / Random Samples
Sampling and standard error

Awesome Shiny Apps for Statistics / Random Samples / Central Limit Theorem
Means
Proportions

Awesome Shiny Apps for Statistics / Two groups or multiple groups comparison
Cohen's d

Awesome Shiny Apps for Statistics / Two groups or multiple groups comparison / ANOVA
Sums of squares in ANOVA
BIC approximation for ANOVA designs

Awesome Shiny Apps for Statistics / Hypothesis Testing
Bootstrap resampling Demonstrate hypothesis testing using bootstrap resampling
Power Demonstrate the relationship of statistical power, effect size, and false positives
Calculate power Calculat the power of a statistical hypothesis test for a two-sided symmetrical test and show how statistical power is related to the p-value and the significance level
Trade Off Visualize the trade off between type I and type II errors in a Null Hypothesis Significance Test (NHST)

Awesome Shiny Apps for Statistics / Linear Regression
Simple linear regression
Sum of Square in simple linear regression | - Explore how sums of squares are calculated in simple linear regressions
Fit a simple linear regression model
Diagnostics for simple linear regression
Uncertainty
Influence analysis Demonstrates the leverage and influence of an adjustable point/outliers
Graphs for linear regression with high orders
Multicollinearity
Model selection Choose models between simple regression, additive regression, and interactive models

Awesome Shiny Apps for Statistics / Linear Regression / others
Residual error models
Meta analysis |

Awesome Shiny Apps for Statistics / Nonlinear Models for Continous Variables / K-means Clustering
Estimate K

Awesome Shiny Apps for Statistics / Nonlinear Models for Continous Variables / K-means Clustering / K-means Clustering
Iris dataset

Awesome Shiny Apps for Statistics / Categorical Models
Relationship between test accuracy, precision, sensitivity, and specificity

Awesome Shiny Apps for Statistics / Survival Model
Hazard model

Awesome Shiny Apps for Statistics / Bayesian Analysis
Bayes factors
Robustness analysis for Bayes factors: Two sample t test
Bayesian Inference
Posterior distribution | - Calculate posterior distribution based on different priors

Awesome Shiny Apps for Statistics / Bayesian Analysis / Hypothesis Testing
Binomial & Normal Distribution

Awesome Shiny Apps for Statistics / Longitudinal Analysis
Longitudinal data exploration

Awesome Shiny Apps for Statistics / Test Analysis
Text analysis of an uploaded .txt file

Awesome Shiny Apps for Statistics / Complete Data Analysis
Linear regression
shinyData 101 about 7 years ago |

Awesome Shiny Apps for Statistics / Help Wanted
the website Design the appearance of

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