Shivansh Gupta
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  • Replicating "Male Backlash and Female Guilt" — Women's Employment and IPV in Urban India

    A walk-through of replicating Dhanaraj and Mahambare (2022) using NFHS-4 data, covering probit, bivariate IV probit, and the challenges of instrumenting paid work

    9 min read   ·   March 20, 2026

    2026

  • 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

© Copyright 2026 Shivansh Gupta. Last updated: March 20, 2026.