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Market Response Models
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User Level Ad Experiments
Folder: Research/Market-Response-Models/User-Level-Ad-Experiments
30 items under this folder.
Nov 09, 2026
Paid Search Field Experiment (Blake et al 2015)
Nov 09, 2026
Conversion Lift Studies on Ad Platforms
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
topic/incrementality
type/application
doc/paper
Nov 09, 2026
Experimental Benchmarks for Observational Ad Measurement
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
topic/causal-inference
topic/propensity-score
topic/double-machine-learning
type/application
doc/paper
Nov 09, 2026
From ITT to Treatment-on-the-Treated in Ad Experiments
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
topic/instrumental-variables
topic/causal-inference
type/method
doc/paper
Nov 09, 2026
Identity Fragmentation and the Privacy-Era Limits of User-Level Tests
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
topic/privacy
topic/measurement-error
type/concept
doc/paper
Nov 09, 2026
Intent-to-Treat, PSA and Ghost Ad Designs
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
topic/experimental-design
type/concept
doc/paper
Nov 09, 2026
Predicted Ghost Ads and Ghost Bids Mechanics
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
topic/instrumental-variables
type/method
doc/paper
Nov 09, 2026
The Unfavorable Economics of Ad Experiments - Power and Signal-to-Noise
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
topic/power-analysis
type/concept
doc/paper
Nov 09, 2026
User-Level Ad Experiments - Overview
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
topic/causal-inference
type/overview
doc/paper
Nov 09, 2026
User-Level vs Geo-Level Experiments - When to Use Which
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
topic/geo-experiments
topic/experimental-design
type/application
doc/paper
Nov 09, 2026
Lewis Rao 2015 - Impact-to-SD Ratio Derivation and Calibrated Campaign
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
topic/power-analysis
type/theorem
type/example
doc/paper
Nov 08, 2026
Gordon et al 2019 - Sensitivity to Unobservables and Bias-Reduction Ratio
source/ingested
topic/market-response
topic/ad-experiments
topic/causal-inference
topic/sensitivity-analysis
type/theorem
type/definition
doc/paper
Nov 08, 2026
Gordon et al 2019 - Facebook RCTs vs Observational Ad Measurement - Overview
source/ingested
topic/market-response
topic/ad-experiments
topic/causal-inference
type/overview
doc/paper
Oct 13, 2026
Gordon et al 2019 - Conclusions, Caveats and Related Literature
source/ingested
topic/market-response
topic/ad-experiments
topic/causal-inference
type/concept
doc/paper
Oct 13, 2026
Gordon et al 2019 - Facebook Experiment Design and Exposure Endogeneity
source/ingested
topic/market-response
topic/ad-experiments
topic/causal-inference
type/concept
type/definition
doc/paper
Oct 13, 2026
Gordon et al 2019 - Observational Lift Estimates by Study and Method
source/ingested
topic/market-response
topic/ad-experiments
topic/causal-inference
topic/propensity-score
type/example
type/theorem
doc/paper
Oct 13, 2026
Gordon et al 2019 - Propensity Estimation, Bootstrap Inference and Balance Diagnostics
source/ingested
topic/market-response
topic/ad-experiments
topic/causal-inference
topic/propensity-score
type/concept
type/definition
doc/paper
Oct 13, 2026
Gordon et al 2019 - RCT Estimands, Unconfoundedness and Six Observational Estimators
source/ingested
topic/market-response
topic/ad-experiments
topic/causal-inference
topic/propensity-score
type/theorem
type/definition
doc/paper
Oct 13, 2026
Gordon et al 2019 - RCT ITT and ATT Lifts for 15 Studies
source/ingested
topic/market-response
topic/ad-experiments
topic/causal-inference
type/example
doc/paper
Oct 13, 2026
Gordon et al 2019 - Reference List and Cited Literature
source/ingested
topic/market-response
topic/ad-experiments
topic/causal-inference
type/reference
doc/paper
Oct 13, 2026
Gordon et al 2019 - Study Sample, Covariate Sets and Randomization Check
source/ingested
topic/market-response
topic/ad-experiments
topic/causal-inference
type/example
doc/paper
Oct 13, 2026
Lewis Rao 2015 - Market Implications, Persuasion Games and Conclusion
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
type/concept
doc/paper
Oct 13, 2026
Lewis Rao 2015 - Reference List and Cited Literature
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
type/reference
doc/paper
Oct 13, 2026
Lewis Rao 2015 - Robustness, Scale, Targeting and Measurement Technology
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
type/concept
doc/paper
Oct 13, 2026
Lewis Rao 2015 - Table I Summary of the 25 Yahoo Display Experiments
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
type/example
doc/paper
Oct 13, 2026
Lewis Rao 2015 - Table II Estimation Protocol, Windows and ROI Standard Errors
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
topic/power-analysis
type/theorem
type/example
doc/paper
Oct 13, 2026
Lewis Rao 2015 - Table III Power and Experiment Size Multipliers
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
topic/power-analysis
type/theorem
type/example
doc/paper
Oct 13, 2026
Lewis Rao 2015 - The Advertiser's Problem and Marginal ROI
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
type/definition
type/concept
doc/paper
Oct 13, 2026
Lewis Rao 2015 - Unfavorable Economics of Ad Measurement - Overview
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments
topic/power-analysis
type/overview
doc/paper
Oct 13, 2026
User-Level Ad Experiments - Index
type/index
source/ingested
topic/market-response
topic/advertising
topic/ad-experiments