Shivansh Gupta
  • About
  • Research
  • CV
  • Blog (current)
  • Beyond Research
  • How to Obtain and Interpret Covariate Estimates in SDID Using Stata

    Understanding what SDID reports for covariates and how to correctly recover coefficients and p-values

    6 min read   ·   December 25, 2025

    2025

  • What Really Happens When You Add Covariates to SDID

    An early researcher’s walkthrough on understanding covariates in synthetic difference-in-differences

    9 min read   ·   February 14, 2025

    2025

  • Proabilistic Matrix Factorization

    Scalable solution for large, sparse, and imbalanced data

    5 min read   ·   May 02, 2024

    2024

  • Variational Calculus

    A brief introduction

    3 min read   ·   November 12, 2023

    2023

  • Rényi DP

    A natural relaxation of DP

    1 min read   ·   April 26, 2023

    2023

© Copyright 2025 Shivansh Gupta. Last updated: December 29, 2025.