• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Econometric Model Analysis with Panel Count Data

Research Project

Project/Area Number 16530140
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Economic statistics
Research InstitutionOsaka University

Principal Investigator

OYA Kosuke  Osaka University, Graduate School of Economics, Professor, 大学院経済学研究科, 教授 (20233281)

Project Period (FY) 2004 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 2006: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2005: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2004: ¥1,400,000 (Direct Cost: ¥1,400,000)
KeywordsCount Data / Panel Data / Dynamic Model
Research Abstract

The purpose of this research is to investigate the statistical properties of the estimators of the panel data model. The count data is not continuous but discrete. Its likelihood function is complicated to use for the estimation of unknown parameters included in the model. Although the likelihood of the count data model which is static can be evaluated numerically, the estimation of the dynamic model with panel count data is hard because of the incidental parameter problem. In this research, the derivatives of the log-likelihood function of the dynamic model with panel count data have been given. This research shows that the conditional maximum likelihood approach which is used for the static model can not be applied since the likelihood function consisted of convolutions of two non-negative integer-valued random variables.

Report

(4 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • Research Products

    (2 results)

All 2005

All Journal Article (2 results)

  • [Journal Article] Properties of Estimators of Count Data Model with Endogenous Switching2005

    • Author(s)
      Kosuke OYA
    • Journal Title

      Mathematics and Computers in Simulation 68

      Pages: 539-547

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Properties of Estimators of Count Data Model with Endogenous Switching2005

    • Author(s)
      Oya, K
    • Journal Title

      Mathematics and Computers in Simulation 68

      Pages: 539-547

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary

URL: 

Published: 2004-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi