List of Articles

Hi there! I really appreciate your interest in my articles 😊

To help you navigate, here is a list of my articles based on content: 👇

Less-Than-A-Thousand-Words Research Article

  1. How Does Food Hardship Relate to Financial Well-Being and Subjective Well-Being in the United States?

Learning Data Analysis: Self Reflection

  1. Analyzing Data in Social Science vs. Engineering: Key Differences to Keep In Mind
  2. 5 Reasons Why Statistics is So Hard to Learn

Behavior & Wellbeing

  1. The Secret to Happiness: Where Buddhism and Behavioral Economics Meet
  2. Does Money Buy Happiness?

Descriptive Statistics (Table & Data Viz)

  1. Create LaTeX Tables in R: A Step by Step Tutorial
  2. Create Heatmap in R Using ggplot2: A Step by Step Tutorial
  3. Create Line Charts in R Using ggplot2
  4. Visualizing Continuous Data with ggplot2 in R
  5. Visualize Gapminder Data in R: A Step by Step Tutorial

Inferential Statistics

  1. Statistical Significance: Are You Interpreting Correctly?
  2. Confidence Interval: Are You Interpreting Correctly?
  3. Why You Should Prefer Confidence Interval over p-value

Causal Inference

  1. How to Explore the Effect of Doing Something: Applied Causal Inference 101 (Part 1)
  2. How to Explore the Effect of Doing Something: Applied Causal Inference 101 (Part 2)
  3. Why Is Correlation Neither Necessary Nor Sufficient for Causation (in Non-Experimental Data)?
  4. Regression and Causal Inference: How Causal Graphs Helped Me Overcome 3 Key Misconceptions
  5. Confounding Variable and Spurious Correlation: Key Challenge in Making Causal Inference
  6. Endogenous Selection/Collider Bias: Another Key Issue in Causal Inference

Regression

  1. Understanding Regression Output: A Lesson for Absolute Beginners (Part 1)
  2. Understanding Regression Output: A Lesson for Absolute Beginners (Part 2)
  3. Regression and Causal Inference: Which Variables Should Be Added to The Model?
  4. What Does It Mean to Control for A Variable in Regression?
  5. Interpreting Regression Coefficient: Wish I Had Known This Before
  6. Interpreting the Coefficients of a Regression with an Interaction Term: A Detailed Explanation

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Vivekananda Das

Sharing synthesized ideas on Causal Inference, Data Analysis in R, Stat Literacy, and Wellbeing | Ph.D. candidate @UW-Madison | More: https://vivekanandadas.com