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05/17/2023
Behavioral event detection and rate estimation for autonomous vehicle evaluation
Autonomous vehicles are continually increasing their presence on public ...
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01/28/2023
Supergeo Design: Generalized Matching for Geographic Experiments
We propose a generalization of the standard matched pairs design in whic...
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09/06/2021
Semiparametric Estimation of Treatment Effects in Randomized Experiments
We develop new semiparametric methods for estimating treatment effects. ...
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05/14/2021
Trimmed Match Design for Randomized Paired Geo Experiments
How to measure the incremental Return On Ad Spend (iROAS) is a fundament...
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08/08/2019
Robust Causal Inference for Incremental Return on Ad Spend with Randomized Geo Experiments
Evaluating the incremental return on ad spend (iROAS) of a prospective o...
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07/09/2018
Bias Correction For Paid Search In Media Mix Modeling
Evaluating the return on ad spend (ROAS), the causal effect of advertisi...
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07/10/2012
Pseudo-likelihood methods for community detection in large sparse networks
Many algorithms have been proposed for fitting network models with commu...
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04/14/2011
Cluster Forests
With inspiration from Random Forests (RF) in the context of classificati...
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01/19/2011
Classification under Data Contamination with Application to Remote Sensing Image Mis-registration
This work is motivated by the problem of image mis-registration in remot...
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05/29/2007