The Resource Analysis of Microdata, by Rainer Winkelmann, Stefan Boes, (electronic resource)

Analysis of Microdata, by Rainer Winkelmann, Stefan Boes, (electronic resource)

Label
Analysis of Microdata
Title
Analysis of Microdata
Statement of responsibility
by Rainer Winkelmann, Stefan Boes
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • eng
Summary
The availability of microdata has increased rapidly over the last decades, and standard statistical and econometric software packages for data analysis include ever more sophisticated modeling options. The goal of this book is to familiarize readers with a wide range of commonly used models, and thereby to enable them to become critical consumers of current empirical research, and to conduct their own empirical analyses. The focus of the book is on regression-type models in the context of large cross-section samples. In microdata applications, dependent variables often are qualitative and discrete, while in other cases, the sample is not randomly drawn from the population of interest and the dependent variable is censored or truncated. Hence, models and methods are required that go beyond the standard linear regression model and ordinary least squares. Maximum li- lihood estimation of conditional probability models and marginal probability e?ects are introduced here as the unifying principle for modeling, estimating and interpreting microdata relationships. We consider the limitation to m- imum likelihood sensible, from a pedagogical point of view if the book is to be used in a semester-long advanced undergraduate or graduate course, and from a practical point of view because maximum likelihood estimation is used in the overwhelming majority of current microdata research. In order to introduce and explain the models and methods, we refer to a number of illustrative applications. The main examples include the deter- nants of individual fertility, the intergenerational transmission of secondary schoolchoices,andthewageelasticityoffemalelaborsupply
http://library.link/vocab/creatorName
Winkelmann, Rainer
Dewey number
  • 330.01/5195
  • 519.536
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • 8RPGGObKFWE
  • FZizn7FxIRA
Language note
English
LC call number
HB1-846.8
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Boes, Stefan.
http://library.link/vocab/subjectName
  • Economic theory
  • Econometrics
  • Statistics
  • Economic Theory/Quantitative Economics/Mathematical Methods
  • Econometrics
  • Statistics for Business, Management, Economics, Finance, Insurance
  • Sociology, general
Label
Analysis of Microdata, by Rainer Winkelmann, Stefan Boes, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references (p. [301]-308) and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
From Regression to Probability Models -- Maximum Likelihood Estimation -- Binary Response Models -- Multinomial Response Models -- Ordered Response Models -- Limited Dependent Variables -- Event History Models
Dimensions
unknown
Edition
1st ed.
Extent
1 online resource (322 p.)
Form of item
online
Isbn
9781280716720
Media category
computer
Media type code
c
Other control number
10.1007/3-540-29607-7
Specific material designation
remote
System control number
  • (CKB)1000000000284323
  • (EBL)323056
  • (OCoLC)262692562
  • (SSID)ssj0000102960
  • (PQKBManifestationID)11126837
  • (PQKBTitleCode)TC0000102960
  • (PQKBWorkID)10061035
  • (PQKB)11145498
  • (DE-He213)978-3-540-29607-2
  • (MiAaPQ)EBC323056
  • (EXLCZ)991000000000284323
Label
Analysis of Microdata, by Rainer Winkelmann, Stefan Boes, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references (p. [301]-308) and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
From Regression to Probability Models -- Maximum Likelihood Estimation -- Binary Response Models -- Multinomial Response Models -- Ordered Response Models -- Limited Dependent Variables -- Event History Models
Dimensions
unknown
Edition
1st ed.
Extent
1 online resource (322 p.)
Form of item
online
Isbn
9781280716720
Media category
computer
Media type code
c
Other control number
10.1007/3-540-29607-7
Specific material designation
remote
System control number
  • (CKB)1000000000284323
  • (EBL)323056
  • (OCoLC)262692562
  • (SSID)ssj0000102960
  • (PQKBManifestationID)11126837
  • (PQKBTitleCode)TC0000102960
  • (PQKBWorkID)10061035
  • (PQKB)11145498
  • (DE-He213)978-3-540-29607-2
  • (MiAaPQ)EBC323056
  • (EXLCZ)991000000000284323

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