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stat.ME2026
Doubly Robust Machine Learning for Population Size Estimation with Missing Covariates: Application to Gaza Conflict Mortality
Mateo Dulce Rubio, Edward H. Kennedy, Nicholas P. Jewell
Population size estimation from capture-recapture data is central for studying hard-to-reach populations, incorporating auxiliary covariates to account for heterogeneous capture pr…
stat.ME2024
Population Size Estimation with Many Lists and Heterogeneity: A Conditional Log-Linear Model Among the Unobserved
Mateo Dulce Rubio, Edward Kennedy
We contribute a general and flexible framework to estimate the size of a closed population in the presence of capture-recapture lists and heterogeneous capture probabilities. O…
stat.ME2023
Effects of Adolescent Victimization on Offending: Flexible Methods for Missing Data & Unmeasured Confounding
Mateo Dulce Rubio, Edward H. Kennedy, Valerio Baćak +1
The causal link between victimization and violence later in life is largely accepted but has been understudied for victimized adolescents. In this work we use the Add Health datase…