Programming & Scientific Computing · Statistical & BI Software

Stata: Reproducible research and automated reports — expert guide

Public introduction · full guide in Eikos

Introduction

What this guide covers

An expert-level guide to building closed environments, automating multivariate analysis using the Collect ecosystem, and dynamically compiling executive documents.

Overview

Topics covered

  • Introduction
  • Stata: Reproducible Research and Automatic Reports
  • Philosophy and Paradigms of Reproducible Research in Stata
  • Anatomy of a Reproducible Script: Hierarchical Structures
  • The Architecture of the Root Directory
  • Advanced Dynamic Pathing Implementation

Related concepts

Main connections

  • Computational reproducibility & provenance
  • Linear algebra & matrices
  • Bootstrap resampling
  • Variance & standard deviation
  • Linear regression
  • SQL & relational data modeling

Compatible notation

Mathematical sample in LaTeX

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

ℳest={e(b),e(V),e(sample),e(N)}
View LaTeX source\mathcal{M}_{\text{est}} = \{e(b), \; e(V), \; e(sample), \; e(N)\}