Why to use Poisson regression for count data analysis in consumer behavior research
Author
Abstract
Suggested Citation
DOI: 10.1057/s41270-022-00166-7
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Yanliu Huang & J. Wesley Hutchinson, 2008. "Counting Every Thought: Implicit Measures of Cognitive Responses to Advertising," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 35(1), pages 98-118, January.
- Zeileis, Achim & Kleiber, Christian & Jackman, Simon, 2008.
"Regression Models for Count Data in R,"
Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i08).
- Jackman, Simon & Kleiber, Christian & Zeileis, Achim, 2007. "Regression Models for Count Data in R," Working papers 2007/24, Faculty of Business and Economics - University of Basel.
- Michal Maimaran & Ayelet Fishbach, 2014. "If It's Useful and You Know It, Do You Eat? Preschoolers Refrain from Instrumental Food," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 41(3), pages 642-655.
- Hristina Dzhogleva & Cait Poynor Lamberton, 2014. "Should Birds of a Feather Flock Together? Understanding Self-Control Decisions in Dyads," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 41(2), pages 361-380.
- Cameron,A. Colin & Trivedi,Pravin K., 2013.
"Regression Analysis of Count Data,"
Cambridge Books,
Cambridge University Press, number 9781107014169, October.
- Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273, October.
- Myungwoo Nam & Jing Wang & Angela Y. Lee, 2012. "The Difference between Differences: How Expertise Affects Diagnosticity of Attribute Alignability," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 39(4), pages 736-750.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Christian Kleiber & Achim Zeileis, 2016.
"Visualizing Count Data Regressions Using Rootograms,"
The American Statistician, Taylor & Francis Journals, vol. 70(3), pages 296-303, July.
- Christian Kleiber & Achim Zeileis, 2014. "Visualizing Count Data Regressions Using Rootograms," Working Papers 2014-20, Faculty of Economics and Statistics, Universität Innsbruck.
- Kleiber, Christian & Zeileis, Achim, 2014. "Visualizing Count Data Regressions Using Rootograms," Working papers 2014/13, Faculty of Business and Economics - University of Basel.
- Moritz Berger & Gerhard Tutz, 2021. "Transition models for count data: a flexible alternative to fixed distribution models," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 30(4), pages 1259-1283, October.
- Taghouti, Ibtissem & Martinez-Gomez, Victor & Coque, José María Garcia Alvarez, 2015. "Exploring Eu Food Safety Notifications On Agro-Food Imports: Are Mediterranean Partner Countries Discriminated?," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 3(2), pages 1-15, April.
- Taghouti, Ibtissem & Martinez-Gomez, Victor & Marti, Luisa, 2017. "Sanitary and Phytosanitary measures in agri-food imports from the European Union: Reputation effects over time," Economia Agraria y Recursos Naturales, Spanish Association of Agricultural Economists, vol. 16(02), January.
- Nan-Ting Liu & Feng-Chang Lin & Yu-Shan Shih, 2020. "Count regression trees," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 14(1), pages 5-27, March.
- Volition Tlhalitshi Montshiwa & Ntebogang Dinah Moroke, 2017. "The Effect of Sample Size on the Efficiency of Count Data Models: Application to Marriage Data," Journal of Economics and Behavioral Studies, AMH International, vol. 9(3), pages 6-18.
- John Haslett & Andrew C. Parnell & John Hinde & Rafael de Andrade Moral, 2022. "Modelling Excess Zeros in Count Data: A New Perspective on Modelling Approaches," International Statistical Review, International Statistical Institute, vol. 90(2), pages 216-236, August.
- Lorena Tudela-Marco & Jose Maria Garcia-Alvarez-Coque & Luisa Martí-Selva, 2017. "Do EU Member States Apply Food Standards Uniformly? A Look at Fruit and Vegetable Safety Notifications," Journal of Common Market Studies, Wiley Blackwell, vol. 55(2), pages 387-405, March.
- Bach, Philipp & Farbmacher, Helmut & Spindler, Martin, 2018.
"Semiparametric count data modeling with an application to health service demand,"
Econometrics and Statistics, Elsevier, vol. 8(C), pages 125-140.
- Bach, P. & Farbmacher, H. & Spindler, M., 2016. "Semiparametric Count Data Modeling with an Application to Health Service Demand," Health, Econometrics and Data Group (HEDG) Working Papers 16/20, HEDG, c/o Department of Economics, University of York.
- Bach, Philipp & Farbmacher, Helmut & Spindler, Martin, 2017. "Semiparametric count data modeling with an application to health service demand," hche Research Papers 15, University of Hamburg, Hamburg Center for Health Economics (hche).
- Andrew Boutton & Vito D’Orazio, 2020. "Buying blue helmets: The role of foreign aid in the construction of UN peacekeeping missions," Journal of Peace Research, Peace Research Institute Oslo, vol. 57(2), pages 312-328, March.
- Thorsten Simon & Georg J. Mayr & Nikolaus Umlauf & Achim Zeileis, 2018. "Lightning Prediction Using Model Output Statistics," Working Papers 2018-14, Faculty of Economics and Statistics, Universität Innsbruck.
- Gozde Ozonder & Eric J. Miller, 2021. "Longitudinal analysis of activity generation in the Greater Toronto and Hamilton Area," Transportation, Springer, vol. 48(3), pages 1149-1183, June.
- Olivier Finance & Clémentine Cottineau, 2019. "Are the absent always wrong? Dealing with zero values in urban scaling," Environment and Planning B, , vol. 46(9), pages 1663-1677, November.
- Luiz Paulo Fávero & Joseph F. Hair & Rafael de Freitas Souza & Matheus Albergaria & Talles V. Brugni, 2021. "Zero-Inflated Generalized Linear Mixed Models: A Better Way to Understand Data Relationships," Mathematics, MDPI, vol. 9(10), pages 1-28, May.
- Riccardo (Jack) Lucchetti & Luca Pedini, 2020. "ParMA: Parallelised Bayesian Model Averaging for Generalised Linear Models," Working Papers 2020:28, Department of Economics, University of Venice "Ca' Foscari".
- Landry, Craig E. & Shonkwiler, J. Scott & Whitehead, John C., 2020. "Economic Values of Coastal Erosion Management: Joint Estimation of Use and Existence Values with recreation demand and contingent valuation data," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
- Totterman, Stephen, 2021. "Vehicle-based recreation and compliance for three beaches in northern New South Wales," OSF Preprints ja8h6, Center for Open Science.
- Ghosh, Prasenjit & Rong, Jian & Khanna, Madhu & Wang, Weiwei & Miao, Ruiqing, 2017. "Have They Gone with the Wind? Indirect Effects of Wind Turbines on Bird Abundance," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258100, Agricultural and Applied Economics Association.
- Mullahy, John, 2024. "Analyzing health outcomes measured as bounded counts," Journal of Health Economics, Elsevier, vol. 95(C).
- Michel Beine & Ilan Noy & Christopher Parsons, 2021. "Climate change, migration and voice," Climatic Change, Springer, vol. 167(1), pages 1-27, July.
More about this item
Keywords
Consumer behavior research; Count data; Poisson regression; Hypothesis testing; False negative; False positive;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pal:jmarka:v:11:y:2023:i:3:d:10.1057_s41270-022-00166-7. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave-journals.com/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.