Count Data Regression Using Series Expansions: With Applications
AbstractA new class of parametric regression models for both under- and over-dispersed count data is proposed. These models are based on squared polynomial expansions around a Poisson baseline density. The approach is similar to that for continuous data using squared Hermite polynomials proposed by Gallant and Nychka and applied to financial data by, among others, Gallant and Tauchen. The count models are applied to underdispersed data on the number of takeover bids received by targeted firms, and to overdispersed data on the number of visits to health practitioners. The models appear to be particularly useful for underdispersed count data.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoArticle provided by John Wiley & Sons, Ltd. in its journal Journal of Applied Econometrics.
Volume (Year): 12 (1997)
Issue (Month): 3 (May-June)
Contact details of provider:
Web page: http://www.interscience.wiley.com/jpages/0883-7252/
You can help add them by filling out this form.
CitEc Project, subscribe to its RSS feed for this item.
- Prieger, James, 2000.
"A Generalized Parametric Selection Model for Non-normal Data,"
00-9, University of California at Davis, Department of Economics.
- James E. Prieger, . "A Generalized Parametric Selection Model for Non-Normal Data," Department of Economics 00-09, California Davis - Department of Economics.
- James E. Prieger, 2003. "A Generalized Parametric Selection Model for Non-Normal Data," Working Papers 09, University of California, Davis, Department of Economics.
- Glenn Ellison & Ashley Swanson, 2012. "Heterogeneity in High Math Achievement Across Schools: Evidence from the American Mathematics Competitions," NBER Working Papers 18277, National Bureau of Economic Research, Inc.
- Sarker, Rakhal & Surry, Yves R., 2003. "The Fast Decay Process In Recreational Demand Activities And The Use Of Alternative Count Data Models," Working Papers 34147, University of Guelph, Department of Food, Agricultural and Resource Economics.
- Laura Cavalli, 2012. "Fertility Intentions of Employed Mothers in Italy: Does the Choice of Public versus Private Sector Matter?," Working Papers 27/2012, University of Verona, Department of Economics.
- van der Klaauw, Bas & Koning, Ruud H, 2003.
"Testing the Normality Assumption in the Sample Selection Model with an Application to Travel Demand,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 21(1), pages 31-42, January.
- Klaauw, B. van der & Koning, R.H., 2000. "Testing the normality assumption in the sample selection model with an application to travel demand," Research Report 00F37, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
- repec:ebl:ecbull:v:3:y:2008:i:42:p:1-13 is not listed on IDEAS
- A. Colin Cameron & Per Johansson, 2004. "Bivariate Count Data Regression Using Series Expansions: With Applications," Working Papers 9815, University of California, Davis, Department of Economics.
- Michael D. Creel & Montserrat Farell, 2001. "Likelihood-Based Approaches to Modeling Demand for Medical Care," UFAE and IAE Working Papers 498.01, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
- Glenn Ellison & Ashley Swanson, 2012. "Heterogeneity in High Math Achievement Across Schools: Evidence from the American Mathematics Competition," CESifo Working Paper Series 3903, CESifo Group Munich.
- Andres Romeu-Santana & Angel Marcos Vera-Hernndez, 2000.
"A Semi-Nonparametric Estimator For Counts With An Endogenous Dummy Variable,"
Computing in Economics and Finance 2000
37, Society for Computational Economics.
- Andr? Romeu-Santana & ?gel M. Vera-Hern?dez, . "A Semi-Nonparametric Estimator For Counts With An Endogenous Dummy. Variable," UFAE and IAE Working Papers 452.00, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
- Zimmermann, Klaus F. & Rotte, Ralph & Bauer, Thomas K. & Million, Andreas, 1998. "Immigration Labor and Workplace Safety," IZA Discussion Papers 16, Institute for the Study of Labor (IZA).
- Mailu, Stephen & Kuloba, Bernard & Ruto, Eric & Nyangena, Wilfred, 2010. "Effect of cropping policy on landowner reactions towards wildlife: a case of Naivasha area, Kenya," MPRA Paper 21308, University Library of Munich, Germany.
- Michael Creel & Montserrat Farell, 2005. "Modeling Usage of Medical Care Services: The Medical Expenditure Panel Survey Data, 1996-2000," UFAE and IAE Working Papers 646.05, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
- Andrés Romeu & Marcos Vera-Hern�ndez, 2005.
"Counts with an endogenous binary regressor: A series expansion approach,"
Royal Economic Society, vol. 8(1), pages 1-22, 03.
- Andrés Romeu & Marcos Vera-Hernández, 2004. "Counts With An Endogenous Binary Regressor: A Series Expansion Approach," Working Papers. Serie AD 2004-36, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Hiroaki Masuhara, 2008. "Semi-nonparametric count data estimation with an endogenous binary variable," Economics Bulletin, AccessEcon, vol. 3(42), pages 1-13.
- Marco Alfò & Giovanni Trovato, 2004.
"Semiparametric mixture models for multivariate count data, with application,"
Royal Economic Society, vol. 7(2), pages 426-454, December.
- Giovanni Trovato & Marco Alf˜ & Vincenzo Atella, . "Semiparametric Mixture Models for Multivariate Count Data, with Application," CEIS Research Paper 51, Tor Vergata University, CEIS.
- Michael Creel, 2005. "User-Friendly Parallel Computations with Econometric Examples," UFAE and IAE Working Papers 637.05, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
- Partha Deb & Ann M. Holmes, 2000. "Estimates of use and costs of behavioural health care: a comparison of standard and finite mixture models," Health Economics, John Wiley & Sons, Ltd., vol. 9(6), pages 475-489.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Wiley-Blackwell Digital Licensing) or (Christopher F. Baum).
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 references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.