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Box Cox Transformations
access_time 2025-03-14T14:53:13.126Z face Nerchuko
Box-Cox Transformation: A Powerful Tool for Data Scientists Master this essential technique to make your data work better for analysis and predictions. March 14, 2025 Making Sense of Your Data: The Box-Cox Transformation "The Box-Cox transformation is one of the most useful data preprocessing techni...
Pareto Distribution
access_time 2025-03-14T14:37:03.144Z face Nerchuko
Log-Pareto Distribution: Understanding Super-Skewed Data Unlock insights from data with extreme values using this powerful tool. March 14, 2025 What is the Log-Pareto Distribution? (And Why Care?) "The Log-Pareto distribution helps us understand rare, extreme events where things grow incredibly fast...
Log-Normal Distributions
access_time 2025-03-14T14:24:15.876Z face Nerchuko
Log-Normal Distributions A comprehensive guide to understanding, implementing, and leveraging log-normal distributions in your data science workflow. March 14, 2025 The Mathematics Behind Real-World Phenomena "In data science, knowing when to apply a log-normal distribution can be the difference bet...
Power Law Distribution
access_time 2025-03-14T14:15:10.067Z face Nerchuko
Power Law Distributions: The Mathematics Behind Extreme Phenomena A comprehensive guide to understanding the mathematical patterns that govern everything from wealth distribution to social networks March, 2025 What is a Power Law Distribution? Power law distributions are probability distributions wh...
ANOVA
access_time 2025-03-14T14:04:43.228Z face Nerchuko
ANOVA: The Powerful Statistical Tool A comprehensive guide for data scientists and statisticians to master variance analysis March, 2025 What is ANOVA? ANOVA stands for Analysis of Variance. It's a statistical method used to analyze the differences among group means in a sample. Developed by statist...