Eikosstatistics & data science

Experimental Design & Data Collection · Experimental Design & ANOVA

Design of experiments: Introduction and fundamental principles · Biostatistics and industrial statistics

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Introduction Inferential Statistics · Advanced Reference Manual

Overview

Topics covered

  • Introduction
  • Design of Experiments
  • Introduction and Conceptual Taxonomy
  • The Taxonomy of Variables
  • Brief Historical Perspective
  • Fisher's Triad: Fundamental Principles

Related concepts

Main connections

  • Analysis of variance (ANOVA)
  • Variance & standard deviation
  • Design of experiments (DoE)
  • Permutation & exact tests
  • Linear algebra & matrices
  • Clinical trials & RCT design

Compatible notation

Mathematical sample in LaTeX

The expression is rendered accessibly, with its LaTeX source preserved below.

𝔼[Y(1)−Y(0)]=𝔼[Y∣T=1]−𝔼[Y∣T=0]
View LaTeX source\mathbb{E}[Y(1) - Y(0)] = \mathbb{E}[Y \mid T=1] - \mathbb{E}[Y \mid T=0]