stevensanderson, 23 days ago to programming

Today's post topic is #quantile #normalization using my #R package #TidyDensity

Post: https://www.spsanderson.com/steveondata/posts/2024-04-30/

#Programming #R #RStats #RProgramming #Coding #Data #Statistics #Distributions

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stevensanderson, 24 days ago to random

Exciting news! 🚀 TidyDensity version 1.4.0 is here.

• Quantile normalization to handle skewed data distributions
• Duplicate row detection for improved data quality
• Chi-square distribution parameter estimation made easy
• Markov Chain Monte Carlo (MCMC) sampling for advanced analysis
• AIC calculations for model selection

#DataAnalysis #RStats #TidyDensity R #RProgramming #Probability #tidy #tidyverse

I will do tutorials of new functionality during the week.

Post: https://www.spsanderson.com/steveondata/posts/2024-04-29/

stevensanderson, 27 days ago to programming

My #R #Package #TidyDensity has been submitted to CRAN for version 1.4.0

Lots of good stuff in this one!

#R #RStats #RProgramming #Programming #Coding #CRAN

https://github.com/spsanderson/TidyDensity/blob/master/NEWS.md

stevensanderson, 28 days ago to programming

Just finished a hair over 20 issues for my #R package 📦 #TidyDensity for #RStats #Probability #Coding #Programming

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stevensanderson, 4 months ago to statistics

🚀 Dive into the world of statistical magic with TidyDensity's bootstrap_stat_plot()! 📊✨ Uncover the nuances of your data using R with this powerful function. 🤓

Example 1 explores central tendency, visualizing bootstrapped means, mins, maxes, and standard deviations. Example 2 customizes the plot for a cleaner look. 💡

Post: https://www.spsanderson.com/steveondata/posts/2024-01-22/

#RProgramming #DataAnalysis #TidyDensity #Statistics #DataScience #R #RStats

Give it a try, and let the data tell its story! 💬👩‍💻👨‍💻 #HappyCoding

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stevensanderson, 4 months ago to statistics

Data detectives, assemble! ️‍♀️ TidyDensity just got a powerful upgrade with the 📐 triangular distribution.

What's the hype?

Flexible
Real-world relevance
Simple to understand

TidyDensity's Trifecta:

1. Generate tidy data
2. Estimate parameters
3. Visualize & summarize.

#tidyverse #datavis #triangulationshapeup #TidyDensity #triangular #distribution #statistics #parameter #estimates #stats #tibble #density

Post: https://www.spsanderson.com/steveondata/posts/2024-01-10/

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stevensanderson, 4 months ago to datascience

🚀 TidyDensity 1.3.0: Unleash the Power of Triangular Distributions & Supercharge Your Workflows!

• Triangular distributions join the party!
• Speed like never before! ⚡️Key functions like cvar() and cskewness() are 100x faster thanks to vectorization. Many others see a 30% performance jump with data.table magic.
• Plotting perfection at your fingertips!

#TidyDensity #RStats #DataScience #PerformanceBoost #NewFeatures #R #Distributions #Vectorization

stevensanderson, 6 months ago to random

#r #rstats #density #tidydensity

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