Articles about “Statistics”

2023

Feb 27

Measures of Spread: MAD, Variance, and Standard Deviation

Statistics Measures of Spread Variance Standard Deviation Mean Absolute Deviation (MAD)

Feb 03

Measures of Central Tendency: Mean, Median, Weighted Mean, and Mode

Statistics Measures of Central Tendency Mean Median Weighted Mean Mode Outliers

2022

Dec 10

Normal Distribution: A Practical Guide Using Python and SciPy

Normal Distribution SciPy Statistics Data Distribution Visualization Matplotlib Histogram Density Curve Percentile

Oct 02

Normal Distribution and the Empirical Rule

Normal Distribution Empirical Rule Statistics Data Distribution

Sep 07

Area Under Density Curve: How to Visualize and Calculate Using Python

Statistics Data Distribution Density Curve Area Under Density Curve Percentile Visualization Matplotlib Seaborn

Aug 21

Data Distribution, Histogram, and Density Curve: A Practical Guide

Statistics Data Distribution Visualization Histogram Density Curve Matplotlib Seaborn Frequency Table Line Plot

Jul 11

What Is Stratified Sampling and How to Do It Using Pandas?

Statistics Sampling Simple Random Sampling Stratified Sampling Pandas

Mar 22

Robust Scaling: Why and How to Use It to Handle Outliers

Scaling Robust Scaler Outliers Statistics Data Preparation

Mar 21

Summary Statistics Using Pandas

Pandas Statistics

Mar 09

Use Standard and MinMax Scaling to Tame Numerical Features

Scaling Standard Scaler MinMax Scaler Statistics Data Preparation