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Chan Perry 2017 Challenges in Media Mix Modeling
Folder: Research/Model-Validation-and-Interpretability/Simulation-Based-Method-Validation/Chan-Perry-2017---Challenges-in-Media-Mix-Modeling
9 items under this folder.
Nov 09, 2026
Chan Perry 2017 - Selection Bias in MMM (Ad Targeting, Seasonality, Funnels, Endogenous Controls)
source/ingested
topic/model-validation
topic/market-response
topic/causal-inference
type/concept
type/theorem
doc/paper
Oct 13, 2026
Chan Perry 2017 - Challenges in Media Mix Modeling - Overview
source/ingested
topic/model-validation
topic/market-response
topic/causal-inference
type/overview
doc/paper
Oct 13, 2026
Chan Perry 2017 - Five Plausible MMMs (Model Selection and Model Uncertainty)
source/ingested
topic/model-validation
topic/market-response
type/concept
type/example
doc/paper
Oct 13, 2026
Chan Perry 2017 - MMM Data Limitations (156 Rows, Correlated Channels, Narrow Spend Range)
source/ingested
topic/model-validation
topic/market-response
type/concept
type/example
doc/paper
Oct 13, 2026
Chan Perry 2017 - MMM Data Sources and the Additive Regression Specification
source/ingested
topic/model-validation
topic/market-response
type/concept
type/definition
doc/paper
Oct 13, 2026
Chan Perry 2017 - Opportunities (Better Data, Bayesian, Category, Geo, Controls, Graphs)
source/ingested
topic/model-validation
topic/market-response
topic/bayesian-statistics
type/concept
doc/paper
Oct 13, 2026
Chan Perry 2017 - Simulation-Based MMM Validation and Transparency
source/ingested
topic/model-validation
topic/market-response
topic/simulation
type/concept
type/example
doc/paper
Oct 13, 2026
Chan Perry 2017 - Why Experiments and Matching Fall Short for MMM Questions
source/ingested
topic/model-validation
topic/market-response
topic/causal-inference
type/concept
type/definition
doc/paper
Oct 13, 2026
Index: Chan Perry 2017 - Challenges in Media Mix Modeling
type/index
source/ingested
topic/model-validation