statistics

The Monte Carlo Method Explained Simply with Real-World Applications

What is the Monte Carlo method The story of the Monte Carlo method begins in the most unlikely way: with…

2 weeks ago

A/B Test Sample Size Calculator

One of the most common questions when planning an A/B test is: how many users do I need to get…

3 weeks ago

Understanding the Basics of Machine Learning: A Beginner’s Guide

Introduction Machine Learning is changing the way we see the world around us. From weather prediction to medical diagnosis, from…

3 weeks ago

The Gini Index: What It Is, Why It Matters, and How to Compute It in R

The Gini coefficient is a measure of the degree of inequality in a distribution, and is commonly used to measure…

3 weeks ago

Contingency Tables and Conditional Probability

Contingency tables are used to evaluate the interaction between two categorical variables (qualitative). They are also called two-way tables or…

3 weeks ago

The Poisson Distribution

The Poisson distribution is a discrete probability distribution that describes the number of events occurring in a fixed interval of…

3 weeks ago

The Geometric Distribution

After looking at the most famous discrete distribution, the Binomial, as well as the Poisson distribution and the Beta distribution,…

3 weeks ago

A Brief (Personal) Manifesto for SEO

The need I feel—the fruit of many years working in this field—is to affirm the decisive importance of basic scientific…

3 weeks ago

Descriptive Statistics: Measures of Variability (or Dispersion)

Measures of variability are used to describe the degree of dispersion of observations around a central tendency index. In other…

3 weeks ago

Probability Distributions: Discrete Distributions and the Binomial

A random variable (also called a stochastic variable) is a variable that can take on different values depending on some…

3 weeks ago