Causal Inference with Endogenous Price Response
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- Acharya, Avidit & Blackwell, Matthew & Sen, Maya, 2016.
"Explaining Causal Findings Without Bias: Detecting and Assessing Direct Effects,"
American Political Science Review, Cambridge University Press, vol. 110(3), pages 512-529, August.
- Acharya, Avidit & Blackwell, Matthew & Sen, Maya, 2015. "Explaining Causal Findings without Bias: Detecting and Assessing Direct Effects," Working Paper Series 15-064, Harvard University, John F. Kennedy School of Government.
- Stephan Seiler & Song Yao, 2017. "The impact of advertising along the conversion funnel," Quantitative Marketing and Economics (QME), Springer, vol. 15(3), pages 241-278, September.
- Igal Hendel & Aviv Nevo, 2006.
"Measuring the Implications of Sales and Consumer Inventory Behavior,"
Econometrica, Econometric Society, vol. 74(6), pages 1637-1673, November.
- Igal Hendel & Aviv Nevo, 2005. "Measuring the Implications of Sales and Consumer Inventory Behavior," NBER Working Papers 11307, National Bureau of Economic Research, Inc.
- Nano Barahona & Cristóbal Otero & Sebastián Otero, 2023.
"Equilibrium Effects of Food Labeling Policies,"
Econometrica, Econometric Society, vol. 91(3), pages 839-868, May.
- Barahona, Nano & Otero, Cristobal & Otero, Sebastian, 2022. "Equilibrium Effects of Food Labeling Policies," MPRA Paper 114597, University Library of Munich, Germany.
- Ali Goli & Simha Mummalaneni & Pradeep K. Chintagunta & Sanjay K. Dhar, 2022. "Show and Sell: Studying the Effects of Branded Cigarette Product Placement in TV Shows on Cigarette Sales," Marketing Science, INFORMS, vol. 41(6), pages 1163-1180, November.
- Imai, Kosuke & Keele, Luke & Tingley, Dustin & Yamamoto, Teppei, 2011. "Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies," American Political Science Review, Cambridge University Press, vol. 105(4), pages 765-789, November.
- Carlos Cinelli & Andrew Forney & Judea Pearl, 2024. "A Crash Course in Good and Bad Controls," Sociological Methods & Research, , vol. 53(3), pages 1071-1104, August.
- Anderson, Eric & Malin, Benjamin A. & Nakamura, Emi & Simester, Duncan & Steinsson, Jón, 2017.
"Informational rigidities and the stickiness of temporary Sales,"
Journal of Monetary Economics, Elsevier, vol. 90(C), pages 64-83.
- Eric Anderson & Benjamin A. Malin & Emi Nakamura & Duncan Simester & Jón Steinsson, 2013. "Informational Rigidities and the Stickiness of Temporary Sales," NBER Working Papers 19350, National Bureau of Economic Research, Inc.
- Eric Anderson & Benjamin A. Malin & Emi Nakamura & Duncan Simester & Jón Steinsson, 2015. "Informational Rigidities and the Stickiness of Temporary Sales," Staff Report 513, Federal Reserve Bank of Minneapolis.
- Robert C. Blattberg & Alan Levin, 1987. "Modelling the Effectiveness and Profitability of Trade Promotions," Marketing Science, INFORMS, vol. 6(2), pages 124-146.
- Jean-Pierre Dubé & Günter J. Hitsch & Peter E. Rossi, 2018. "Income and Wealth Effects on Private-Label Demand: Evidence from the Great Recession," Marketing Science, INFORMS, vol. 37(1), pages 22-53, January.
- Jacob M. Montgomery & Brendan Nyhan & Michelle Torres, 2018. "How Conditioning on Posttreatment Variables Can Ruin Your Experiment and What to Do about It," American Journal of Political Science, John Wiley & Sons, vol. 62(3), pages 760-775, July.
- Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
- Günter J. Hitsch & Ali Hortaçsu & Xiliang Lin, 2021. "Prices and promotions in U.S. retail markets," Quantitative Marketing and Economics (QME), Springer, vol. 19(3), pages 289-368, December.
- Nanda Kumar & Surendra Rajiv & Abel Jeuland, 2001. "Effectiveness of Trade Promotions: Analyzing the Determinants of Retail Pass Through," Marketing Science, INFORMS, vol. 20(4), pages 382-404, August.
- Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
- Bradley T. Shapiro & Günter J. Hitsch & Anna E. Tuchman, 2021. "TV Advertising Effectiveness and Profitability: Generalizable Results From 288 Brands," Econometrica, Econometric Society, vol. 89(4), pages 1855-1879, July.
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More about this item
Keywords
causal Inference; endogeneity; endogenous controls; instrumental variables;All these keywords.
JEL classification:
- C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
- C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
- D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
- M31 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - Marketing
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2025-06-16 (Econometrics)
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