Experimental Design & Data Collection · Experimental Design & ANOVA

Experiment Design · Complete Factorial Designs

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Introduction Introduction Chart from the original guide

Overview

Topics covered

  • Introduction
  • Complete Factorial Designs
  • Fundamentals of Experiment Design
  • DoE Guiding Principles
  • 1. Randomization
  • 2. Replication

Related concepts

Main connections

  • Analysis of variance (ANOVA)
  • Variance & standard deviation
  • Mean & expected value
  • Design of experiments (DoE)
  • Linear algebra & matrices
  • Residual analysis & diagnostics

Compatible notation

Mathematical sample in LaTeX

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

y=β0+β1x1+β2x2+β12x1x2+ϵ
View LaTeX sourcey = \beta_0 + \beta_1 x_1 + \beta_2 x_2 + \beta_{12} x_1 x_2 + \epsilon