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Ian Lundberg

4 papers hereh-index 11880 citations25 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • stat.AP2
  • cs.CY1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedPrivacy, ethics, and data access: A case study of the Fragile Families Challenge

22 citations · 25 across the 3 of their papers we have counts for

collaborators

4 papers

stat.AP2026

Causal inference in staggered adoption panels: The correct comparison set depends on your intervention

Ian Lundberg, Yaling Xu

A powerful data structure for causal inference is staggered adoption: many units are observed over many time periods, during which some units adopt an irreversible treatment at var…

stat.ME2025

Non-Existent Outcomes in Research on Inequality: A Causal Approach

Ian Lundberg, Soonhong Cho

Scholars of social stratification often study exposures that shape life outcomes. But some outcomes (such as wage) only exist for some people (such as those who are employed). We s…

stat.AP2023★ 3 cited

The origins of unpredictability in life trajectory prediction tasks

Ian Lundberg, Rachel Brown-Weinstock, Susan Clampet-Lundquist +5

Why are life trajectories difficult to predict? We investigated this question through in-depth qualitative interviews with 40 families sampled from a multi-decade longitudinal stud…

cs.CY2018★ 22 cited

Privacy, ethics, and data access: A case study of the Fragile Families Challenge

Ian Lundberg, Arvind Narayanan, Karen Levy +1

Stewards of social science data face a fundamental tension. On one hand, they want to make their data accessible to as many researchers as possible to facilitate new discoveries. A…

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