Advanced & Applied Topics · Statistical Consulting & Reproducibility

Statistical consulting: Project phases and management

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Introduction Quantitative Governance

Overview

Topics covered

  • Introduction
  • Statistical Consulting: Phases and Project Management
  • Conceptual framework of statistical consulting
  • The problem interface: translation and formalization
  • Taxonomy of quantitative intervention
  • Initiation phase: Requirements gathering

Related concepts

Main connections

  • Variance & standard deviation
  • Regularization (Lasso / Ridge / Elastic Net)
  • Collinearity & VIF
  • Missing data & multiple imputation
  • Confidence interval
  • Bayes' theorem & priors

Compatible notation

Mathematical sample in LaTeX

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

Y=f(X)+εwhereE[ε∣X]=0(Under the assumption(s) of strict exogeneity)
View LaTeX sourceY = f(X) + \varepsilon \qquad \text{where} \quad E[\varepsilon \mid X] = 0 \quad (\text{Under the assumption(s) of strict exogeneity})