Advanced & Applied Topics · Statistical Consulting & Reproducibility

Statistical consulting: Applied statistical methodology — expert-level guide

Public introduction · full guide in Eikos

Introduction

What this guide covers

A comprehensive treatise on scientific problem translation, rigorous experimental design, advanced modeling, methodological validation and resolution of practical scenarios.

Overview

Topics covered

  • Introduction
  • Methodology and Practice in Statistical Consulting
  • The Translation of the Scientific Problem to the Mathematical Model
  • Translation of Common Scientific Objectives
  • Experimental Design and Determination of Statistical Power
  • Data Curation, Missing Data and Multiple Imputation

Related concepts

Main connections

  • Variance & standard deviation
  • Survival analysis & Kaplan-Meier
  • Linear algebra & matrices
  • Maximum likelihood estimation
  • Missing data & multiple imputation
  • Logistic regression

Compatible notation

Mathematical sample in LaTeX

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

H0:μ1=μ2vs.H1:μ1≠μ2
View LaTeX sourceH_0: \mu_1 = \mu_2 \quad \text{vs.} \quad H_1: \mu_1 \neq \mu_2