Debiased Estimators in High-Dimensional Regression: A Review and Replication of Javanmard and Montanari (2014)

Benjamin Smith

High-dimensional statistical settings ($p\gg n$) pose fundamental challenges for classical inference, largely due to bias introduced by regularized estimators such as the LASSO. T…