rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    non sort: The
    title: econometrics of panel data
    sub title: handbook of theory and applications
  name:
    name part: Mátyás, László
    role:
      role term: creator
    role:
      role term: editor.
  name:
    name part: Sevestre, Patrick
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  genre: Statistics.
  origin info:
    place:
      place term: ne
    date issued: 1992
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (568p.)
  abstract: This volume provides a general overview of the econometrics of panel data, both from a theoretical and from an applied viewpoint. Since the pioneering papers by Kuh (1959), Mundlak (1961), Hoch (1962), and Balestra and Nerlove (1966), the pooling of cross-section and time-series data has become an increasingly popular way of quantifying economic relationships. Each series provides information lacking in the other, so a combination of both leads to more accurate and reliable results than would be achievable by one type of series alone. Over the last 30 years much work has been done: investigation of the properties of the applied estimators and test statistics, analysis of dynamic models and the effects of eventual measurement errors, etc. These are just some of the problems addressed by this work. In addition, some specific difficulties associated with the use of panel data, such as attrition, heterogeneity, selectivity bias, pseudo panels etc. have also been explored. The first objective of this book, which takes up Parts I and II, is to give as complete and up-to-date a presentation of these theoretical developments as possible. Part I is concerned with classical linear models and their extensions; Part II deals with nonlinear models and related issues: logit and probit models, latent variable models, incomplete panels and selectivity bias, and point processes. The second objective is to provide insights into the use of panel data in empirical studies. Since the beginning, interest in panel data has been empirically based, and over time has become increasingly important in applied economic studies. This is demonstrated by growing numbers of conferences and special issues of economic journals devoted to the subject. Part III deals with studies in several major fields of applied economics, such as labour and investment demand, labour supply, consumption, transitions on the labour market, and finance. The double emphasis of this book (theoretical and applied), togethe…
  table of contents: 1. Formulation and Estimation of Econometric Models for Panel Data -- 1.1. History and Dynamics: How Should We View the Disturbances? -- 1.2. Methodological Developments -- 1.3. Applications of Panel Data Econometrics -- 1.4. Conclusions -- References -- I. Linear Models -- 2. Introduction to Linear Models for Panel Data -- 3. Fixed Effect Models and Fixed Coefficient Models -- 4. Error Components Models -- 5. Random Coefficients Models -- 6. Linear Dynamic Models -- 7. Simultaneous Equations -- 8. Panel Data with Measurement Errors -- 9. Specification Issues -- II. Nonlinear Models -- 10. Introduction to Nonlinear Models -- 11. Logit and Probit Models -- 12. Nonlinear Latent Variable Models -- 13. Incomplete Panels and Selection Bias -- 14. Pseudo Panel Data -- 15. Point Processes -- III. Selected Applications -- to the Applications -- 16. Dynamic Labour Demand Models -- IT. Econometric Models of Company Investment -- 18. Consumption Dynamics and Panel Data: A Survey -- 19. Estimation of Labour Supply Functions Using Panel Data: A Survey -- 20. Individual Labour Market Transitions -- 21. Modelling Companies9 Dividend Policy Using Account Panel Data -- 22. Software Review.
  note: edited by László Mátyás, Patrick Sevestre.
  subject:
    topic: Econometrics
  subject:
    topic: Panel analysis
  subject:
    topic: Economics
    topic: Statistics
  subject:
    topic: Economics/Management Science
  subject:
    topic: Econometrics
  subject:
    topic: Statistics for Business/Economics/Mathematical Finance/Insurance
  subject:
    topic: Economic Theory
  subject:
    topic: Econometrics
  subject:
    topic: Economics
  subject:
    topic: Panel analysis
  classification: HB139
  classification: 330.01/5195
  related item:
    title info:
      title: Econometrics of panel data
    origin info:
      publisher: [S.l.] : Springer, 2013
    identifier: (OCoLC)858959048
  related item:
    title info:
      title: Advanced studies in theoretical and applied econometrics ; 28
  identifier: 9789400903753
  identifier: 9789401066556
  identifier: 9400903758
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: GW5XE
    record creation date: 140925
    record change date: 20260422170440.4
    record identifier: in00003539656
    language of cataloging:
      language term: eng