Art of Stat: Resampling 1.6.0

Art of Stat: Resampling 1.6.0

Bernhard Klingenberg  ❘ Freeware
iOS
out of 4 votes
Latest Version
1.6.0
Safe to install

Mastering Resampling Techniques with Art of Stat

Boris Weber

Art of Stat offers an in-depth exploration of resampling methods, making complex statistical concepts accessible for practitioners and students alike.
2025 Editor's Rating
EXCELLENT User Rating

The Art of Stat: Resampling app is a contemporary statistical tool designed specifically for educators and students engaged in the study of statistics.

This application facilitates the computation of bootstrap confidence intervals and permutation P-values, presenting the procedures in an interactive manner that enhances user comprehension. It includes several preloaded sample datasets for exploration while also allowing users to input their own data or import CSV files.

The following resampling methods are incorporated:

  • Bootstrap Confidence Interval for a population mean, median, or standard deviation.
  • Bootstrap Confidence Interval for a population proportion or population odds.
  • Bootstrap Confidence Interval for population correlation (Pearson and Spearman) and population slope of a regression model.
  • Bootstrap Confidence Interval for the difference of two population means or medians.
  • Permutation Test for a population mean or median.
  • Permutation Test for the difference between two population means or medians.

Future enhancements will include:

  • Permutation Test for the independence of two categorical variables (Permutation Chi-Squared Test).

The application streamlines the process of finding bootstrap confidence intervals through various methods, including percentile-based approaches. Users can compare results regarding the population mean against traditional techniques based on the Student-t distribution.

Each procedure comprises three distinct screens:

  1. Enter Data: Users provide their data and receive descriptive statistics accompanied by relevant visualizations (Histogram, Boxplot, Bar Chart).
  2. Simulate Distribution: Generate the sampling distribution (or null distribution for permutation tests) for a selected statistic.
  3. Confidence Interval/Permutation P-value: Utilize the generated distribution to derive the confidence interval or permutation P-value, complemented by extensive supporting information and comparisons to classical central-limit-based inference.

Additionally, the app features a Data Editor spreadsheet, allowing users to enter, edit, and save their own datasets effectively.

Overview

Art of Stat: Resampling is a Freeware software in the category Education developed by Bernhard Klingenberg.

The latest version of Art of Stat: Resampling is 1.6.0, released on 01/02/2025. It was initially added to our database on 01/02/2025.

Art of Stat: Resampling runs on the following operating systems: iOS.

Users of Art of Stat: Resampling gave it a rating of 5 out of 5 stars.


Boris Weber

Boris Weber

I am an editor at UpdateStar. I started as a support engineer, and am now specialized in writing about general software topics from a usability and performance angle among others. I telecommute from UpdateStar’s Berlin office, when I am not working remote as a digital nomad for UpdateStar. When I'm not analyzing the latest software updates, you can find me exploring new cities, immersing myself in local cultures, and discovering innovative tech trends across the globe.

Latest Reviews by Boris Weber

Screenshots (Click to view larger)

Related


Counting and Probability

Unlock the Secrets of Data with Counting and Probability!

Darbar Academy

Darbar Academy aims to provide accessible, high-quality instruction from distinguished teachers directly to students' homes. The platform eliminates the need for travel, appointment scheduling, or seeking out top-tier educators in person.

Galton Board

Originally devised by Galton in 1894, the Galton Board features a multitude of balls navigating through a complex network of pins, faced with the binary decision of moving left or right at each juncture.

Hug Face

The integration of mobile AI models with datasets for learning and testing presents a significant advancement in the field of artificial intelligence.

IDS UCLA (authorized)

Through the Integrated Data Science initiative at UCLA, students leverage mobile technology and web services to systematically gather and analyze data pertaining to significant issues within their communities.

inWORD Bible

Transform Your Bible Study with inWORD Bible
Secure and free downloads checked by UpdateStar

Stay up-to-date
with UpdateStar freeware.

Latest Reviews

oMega Commander SP1 oMega Commander SP1
oMega Commander SP1: Efficient File Management at Your Fingertips
Streamer Life Simulator Streamer Life Simulator
Get Ready to Stream in Style with Streamer Life Simulator!
Marvel's Spider-Man Marvel's Spider-Man
Swing into Action with Marvel's Spider-Man
clickSign x32 clickSign x32
Effortlessly Streamline Your Document Signing with clickSign x32
Mercusys MW300UH Driver Mercusys MW300UH Driver
Reliable Connectivity with Mercusys MW300UH Driver
S Surveillance Viewer IPC UN Miniature
Compact Yet Powerful: The IPC UN Miniature Surveillance Viewer
UpdateStar Premium Edition UpdateStar Premium Edition
Keeping Your Software Updated Has Never Been Easier with UpdateStar Premium Edition!
Microsoft Visual C++ 2015 Redistributable Package Microsoft Visual C++ 2015 Redistributable Package
Boost your system performance with Microsoft Visual C++ 2015 Redistributable Package!
Microsoft Edge Microsoft Edge
A New Standard in Web Browsing
Google Chrome Google Chrome
Fast and Versatile Web Browser
Microsoft Visual C++ 2010 Redistributable Microsoft Visual C++ 2010 Redistributable
Essential Component for Running Visual C++ Applications
Microsoft Update Health Tools Microsoft Update Health Tools
Microsoft Update Health Tools: Ensure Your System is Always Up-to-Date!

Latest Updates


Wise Disk Cleaner Free 11.2.4.844

Boost your computer's performance with Wise Disk Cleaner Free!

VSDC Free Video Editor 10.1.8.658

VSDC Free Video Editor - A feature-packed video editing software for content creators on a budget.

Praat 6.4.3.6

Praat: A Powerful Tool for Speech Analysis

Evernote 10.143.4.55641

Organize your thoughts and ideas with Evernote.

Extreme Picture Finder 3.68.7.0

Effortless Image Downloading with Extreme Picture Finder

ManicTime 2025.2.0.2

Optimize Your Productivity with ManicTime