Identifying Causal Marketing Mix Effects Using a Regression Discontinuity Design

References

• Angrist J. D., Lavy V. Using Maimonides' rule to estimate the effect of class size on scholastic achievement. Quart. J. Econom. (1999) 114(2):533–575Crossref, Google Scholar
• Black S. E. Do better schools matter? Parental valuation of elementary education. Quart. J. Econom. (1999) 114(2):577–599Crossref, Google Scholar
• Busse M., Silva-Risso J., Zettelmeyer F. $1000 cash back: The pass-through of auto manufacturer promotions. Amer. Econom. Rev. (2006) 96(4):1253–1270Crossref, Google Scholar
• Busse M. R., Simester D. I., Zettelmeyer F. “The best price you'll ever get”: The 2005 employee discount pricing promotions in the U.S. automobile industry. Marketing Sci. (2010) 29(2):268–290Link, Google Scholar
• Chay K. Y., Greenstone M. Does air quality matter? Evidence from the housing market. J. Political Econom. (2005) 113(2):376–424Crossref, Google Scholar
• Chen X., John G., Hays J. M., Hill A. V., Geurs S. E. Learning from a service guarantee quasi-experiment. J. Marketing Res. (2009) 46(5):584–596Crossref, Google Scholar
• Cook T. D., Campbell D. T.Quasi-Experimentation: Design and Analysis for Field Settings (1979) (Rand McNally, Chicago) Google Scholar
• Drèze X., Nunes J. C. Recurring goals and learning: The impact of successful reward attainment on purchase behavior. J. Marketing Res. (2011) 48(2):268–281Crossref, Google Scholar
• Fan J., Gijbels I.Local Polynomial Modeling and Its Applications (1996) (Chapman & Hall, London) Google Scholar
• Fong N. M., Simester D. I., Anderson E. T. Private label vs. national brand price sensitivity: Evaluating non-experimental identification strategies. (2010) . Working paper, Massachusetts Institute of Technology, CambridgeGoogle Scholar
• Hahn J., Todd P., Van Der Klaauw W. Identification and estimation of treatment effects with a regression discontinuity design. Econometrica (2001) 69(1):201–209Crossref, Google Scholar
• Huang K.-W. Optimal criteria for selecting price discrimination metrics when buyers have log-normally distributed willingness-to-pay. Quant. Marketing Econom. (2009) 7(3):321–341Crossref, Google Scholar
• Imbens G. W., Lemieux T. Regression discontinuity designs: A guide to practice. J. Econometrics (2008) 142(2):807–828Crossref, Google Scholar
• Khwaja A., Picone G., Salm M., Trogdon J. G. A comparison of treatment effects estimators using a structural model of AMI treatment choices and severity of illness information from hospital charts. J. Appl. Econometrics (2011) 26(5):825–853Crossref, Google Scholar
• Lal R., Carrolo P. Harrah's Entertainment Inc.. (2001) . HBS Case 502-011, Harvard Business School, BostonGoogle Scholar
• Lee D. S. Randomized experiments from non-random selection in U.S. House elections. J. Econometrics (2008) 142(2):675–697Crossref, Google Scholar
• Lee D. S., Lemieux T. Regression discontinuity designs in economics. (2010) . NBER Working Paper 14723, National Bureau of Economic Research, Cambridge, MAGoogle Scholar
• Lee D., Moretti E., Butler M. J. Do voters affect or elect policies? Evidence from the U.S. House. Quart. J. Econom. (2004) 119(3):807–859Crossref, Google Scholar
• Manchanda P., Rossi P. E., Chintagunta P. K. Response modeling with non-random marketing mix variables. J. Marketing Res. (2004) 41(4):467–478Crossref, Google Scholar
• Otter T., Gilbride T. J., Allenby M. G. Testing models of strategic behavior characterized by conditional likelihoods. Marketing Sci. (2011) 30(4):686–701Link, Google Scholar
• Porter J. Estimation in the regression discontinuity model. (2003) . Mimeo, Department of Economics, University of Wisconsin–Madison, MadisonGoogle Scholar
• Rossi P. E., McCulloch R. E., Allenby G. M. The value of purchase history data in target marketing. Marketing Sci. (1996) 15(4):321–340Link, Google Scholar
• Sobel J. The timing of sales. Rev. Econom. Stud. (1984) 51(3):353–358Crossref, Google Scholar
• Thistlethwaite D. L., Campbell D. T. Regression-discontinuity analysis: An alternative to the ex-post facto experiment. J. Ed. Psych. (1960) 51(6):309–317Crossref, Google Scholar
• Van der Klaauw W. Regression discontinuity analysis: A survey of recent developments in economics. Labour: Rev. Labour Econom. Indust. Relations (2008) 22(2):219–245Google Scholar