Webpage of Andrew Adrian Pua

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How to read my last name

Think of “Poi” of Poisson or the sound of 普啊 or poo-ah (I know, right?)

Academic

• CV in html (Last updated: January 2026)

• Research (Last updated: May 2026)

  • Discussion of “Addressing the Challenges of AI-Generated Assignment Submissions in Education: Insights and Strategies”
  • Investigating the analytical robustness of the social and behavioural sciences, ungated.
  • Teaching Advanced Topics in Econometrics using an Introductory Textbook: The Case of Dynamic Panel Data Methods.
  • The Replication Database: Documenting the Replicability of Psychological Science., covered in Nature Index
  • “Best paper” awards lack transparency, inclusivity, and support for Open Science., writeup of lead author in Nature World View
  • pdynmc: A Package for Estimating Linear Dynamic Panel Data Models Based on Nonlinear Moment Conditions.
  • A Pedagogical Note on Linear Regressions.

• Links to works in progress (Last updated: January 2026)

  • Tracking and mainstreaming replications in the social, cognitive, and behavioral sciences
  • Seven Examples to Illustrate the Method of Moments to Undergraduates
  • Early Exposure of Economics Students to Symbolic Computation in Python

• Teaching materials (Last updated: May 2026)

  • Workbook for Financial Econometrics (2026 draft)
  • Study Guide for Jeffrey Wooldridge’s Introductory Econometrics 7th Edition (2026 version)
  • Textbook Draft for Econometrics (2024 Version)
  • Textbook Draft for Integral Calculus for Economic Analysis (2024 Version)
  • Slides for Differential Calculus for Economic Analysis (online version, undergraduate, ASEAN Open Educational Resource Platform)
  • Course Website for Economic Statistics (2024 version), (2025 version)
  • Lecture Materials for Applied Econometrics 1 (2025 Version).
  • Course Website for Financial Econometrics (2024 version, undergraduate)
    
  • Course Website for Introduction to Microeconomics for Non-majors (2025 version, undergraduate)
  • Course Website for Mathematical Economics with Integrated Lab (2024 version, undergraduate)
  • Lecture Materials for Mathematical Statistics (2023 Version).
  • Lecture Materials for Advanced Econometrics 2 (2022 Version).

Community

• Practical Deep Learning for Coders Book club materials (Last updated: September 2024)

  • Neural net foundations: Python notebook / Youtube video
  • Stable diffusion: Python notebook / Youtube video

• Electronic Conference on Teaching Statistics (eCOTS2024) reading group slides: What do students learn from simulations? (Last updated: July 2024)

  • Meeting 0
  • Meeting 1
  • Meeting 2
  • Meeting 3
  • Meeting 4

• Fundamentals of Numerical Computation (Julia Edition) Book Club presentation slides in Quarto or report in R Markdown (Last updated: April 2024)

  • Sections 2.1 to 2.5 on linear systems of equations / Youtube video, part 1 / Youtube video part 2
  • Sections 2.8 to 2.9 on linear systems of equations / Youtube video
  • Chapter 5 on piecewise interpolation / Youtube video, part 1 / Youtube video, part 2
  • Sections 8.1 to 8.4 on Krylov methods in linear algebra / Youtube video
  • Sections 8.5 to 8.8 on Krylov methods in linear algebra / Youtube video
  • Sections 11.1 to 11.3 on Diffusion equations / Youtube video
  • Sections 11.4 to 11.5 on Diffusion equations / Youtube video

• R for Data Science, 2nd Edition Book Club (Last updated: April 2024)

  • Chapter 4 on Data Transformation: presentation slides / Youtube video
  • Chapter 14 on Strings: R script / Youtube video
  • Chapter 15 on Regular Expressions: R script / Youtube video
  • Chapter 23 on Hierarchical Data: Quarto report / Youtube video
  • Chapter 24 on Web Scraping: Quarto report / Youtube video
  • Chapter 28 on Quarto: Quarto report / Youtube video

Personal

Partially unfiltered materials, some of which do not reflect my opinions or my views, definitely do not reflect whichever employer I am with

• Some Neocities (or powered by Neocities) sites of interest (Last updated: January 2021)

Changelog

2026.05.31: Updates in research and materials.

2026.01.23: Cleaned up website and updated most entries.

2025.04.16: Updated CV, research, and teaching sections.

2024.11.12: Included links to slides of recent presentations. Updated teaching section.

2024.09.26: Updated CV, research, and community sections of front page.

2024.08.18: Updated CV and community section of front page. Removed teaching page link and replaced with list of links to relevant teaching materials. Redirected research page link to relevant section of CV and displayed list of published work on front page instead.

2024.06.05: Updated CV, teaching page, and community section of front page.

2024.02.02: Updated CV, teaching page, and community section of front page.

2023.12.05: Updated community section of front page.

2023.11.28: Updated CV and community section of front page.

2023.09.13: Updated front page.

2023.08.17: Turned website into a Quarto website.

2023.01.06: Updated CV, teaching, and research.

2022.09.17: Updated CV and teaching.

2022.04.02: Updated CV, teaching, and research. Will organize writing collection.

2022.02.22: Updated teaching and CV.

2021.12.22: Updated research, teaching, included HTML-based CV.

2021.08.28: Dumped CSS style. Try harder to reduce amount of text.

2021.06.20: Maintaining both Ghost and Neocities, will find new use for Ghost, changed CSS style file

2021.03.17: Currently moving from Ghost to Neocities…

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