Programming & Scientific Computing · Statistical & BI Software

STATA: Exploratory data analysis and visualization — Expert reference

Public introduction · full guide in Eikos

Introduction

What this guide covers

Advanced technical and methodological reference guide for inspection, statistical diagnosis and visual representation of data using Stata software. Designed for academic researchers and quantitative analysts.

Overview

Topics covered

  • Introduction
  • Exploratory Data Analysis and Visualization in Stata
  • Introduction to Exploratory Data Analysis (EDA) in Stata
  • EDA Philosophy: Beyond confirmation
  • The Stata Operating Environment for EDA
  • Command Interface

Related concepts

Main connections

  • Outliers & influence diagnostics
  • Residual analysis & diagnostics
  • Skewness & kurtosis
  • Variance & standard deviation
  • Time series & ARIMA
  • Confidence interval

Compatible notation

Mathematical sample in LaTeX

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

EDA:Data⟶Analysis of Patterns / Graphs⟶Semi-parametric modeling⟶hypothesis
View LaTeX source\text{EDA}: \quad \text{Data} \;\longrightarrow\; \text{Analysis of Patterns / Graphs} \;\longrightarrow\; \text{Semi-parametric modeling} \;\longrightarrow\; \text{hypothesis}