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Regression analysis / Philosophy of science / Evaluation methods / Propensity score / Linear regression / Causality / Epidemiology / Structural equation modeling / Experiment / Statistics / Econometrics / Design of experiments


Robust Tree-based Causal Inference for Complex Ad Effectiveness Analysis Pengyuan Wang† Wei Sun§ Dawei Yin† Jian Yang†
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Document Date: 2014-11-17 16:41:12


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City

Shanghai / Austin / Boston / Robust Tree / Bagged Tree / Sunnyvale / /

Company

Ge / X5 / Yahoo Labs / /

Country

China / east germany / /

Currency

USD / /

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Event

Extinction / /

Facility

USA Purdue University / /

Holiday

Assumption / /

IndustryTerm

online advertising campaign / online advertising datasets / online advertising / advertising treatments / learning systems / industrial advertising data / online ad frequency / online advertising market / online-tv data / online interactive rich media advertising / online activities / real world applications / online ad campaigns / computational advertising / online observational dataset / tree-based causal inference algorithm / online ad exposures / targeted display advertising / online display advertising / online advertising industry / basic algorithm / advertising industry / advertising campaigns / online behaviors / online ads / online advertising ecosystem / online behavior study / online ad effect / auto insurance / online advertising field / online ad datasets / online platforms / large scale online advertising data / data-rich online environment / active online behaviors / insurance company website / online platform / online media layout optimization problem / online ad exposure / Online Strategy Measurement Categories / large scale online data / advertising strategy / online ad frequencies / Internet Economy / online ad delivery channels / online activity / online advertising cases / /

OperatingSystem

Cross-Platform / /

Organization

American Statistical Association / Harvard / National Bureau of Economic Research / Purdue University / /

Person

Jian Yang / A. Van Dyk / Wei Sun§ Dawei Yin / /

Position

Rt / /

ProvinceOrState

South Dakota / /

PublishedMedium

Journal of Economic Literature / Machine Learning / American Political Science Review / Journal of Business & Economic Statistics / American Journal of Epidemiology / The Journal of Machine Learning Research / Journal of the American Statistical Association / Harvard Business Review / /

Technology

detailed algorithm / machine learning / proposed algorithm / bagging tree-based algorithm / Data Mining / tree-based algorithm / SIMULATION / tree-based causal inference algorithm / basic algorithm / /

URL

http /

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