Eikosstatistics & data science

Experimental Design & Data Collection · Experimental Design & ANOVA

Two-Level Factorial Designs 2^k · Experimental Design

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Introduction Treatise on Statistical Methodology

Overview

Topics covered

  • Introduction
  • Two Level Factorial Designs 2 : The Structure of Optimization
  • The philosophy of design of experiments (DoE)
  • The base factorial design: the structure
  • 2.1 Standard nomenclature and representation
  • 2.2 Analytical definition of main effects and interactions

Related concepts

Main connections

  • Variance & standard deviation
  • Design of experiments (DoE)
  • Residual analysis & diagnostics
  • Median & robust location
  • Linear algebra & matrices
  • Analysis of variance (ANOVA)

Compatible notation

Mathematical sample in LaTeX

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

A=y‾A+−y‾A−=ab+a−b−(1)2
View LaTeX sourceA = \bar{y}_{A^+} - \bar{y}_{A^-} = \frac{ab + a - b - (1)}{2}