Coverart for item
The Resource Nonparametric econometrics : theory and practice, Qi Li and Jeffrey Scott Racine, (electronic resource)

Nonparametric econometrics : theory and practice, Qi Li and Jeffrey Scott Racine, (electronic resource)

Label
Nonparametric econometrics : theory and practice
Title
Nonparametric econometrics
Title remainder
theory and practice
Statement of responsibility
Qi Li and Jeffrey Scott Racine
Creator
Contributor
Subject
Language
eng
Cataloging source
NhCcYBP
http://library.link/vocab/creatorDate
1956-
http://library.link/vocab/creatorName
Li, Qi
Dewey number
330.01
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1962-
http://library.link/vocab/relatedWorkOrContributorName
  • Racine, Jeffrey Scott
  • ProQuest (Firm)
Series statement
ProQuest Ebook Central
http://library.link/vocab/subjectName
  • Econometrics
  • Nonparametric statistics
Label
Nonparametric econometrics : theory and practice, Qi Li and Jeffrey Scott Racine, (electronic resource)
Link
https://eui.idm.oclc.org/login?url=https://ebookcentral.proquest.com/lib/EUI/detail.action?docID=782205
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 697-736) and indexes
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
I. Nonparametric kernel methods -- 1. Density estimation -- 2. Regression -- 3. Frequency estimation with mixed data -- 4. Kernel estimation with mixed data -- 5. Conditional density estimation -- 6. Conditional CDF and quantile estimation -- II. Semiparametric methods -- 7. Semiparametric partially linear models -- 8. Semiparametric single index models -- 9. Additive and smooth (varying) coefficient semiparametric models -- 10. Selectivity models -- 11. Censored models -- III. Consistent models specification tests -- 12. Model specification tests -- 13. Nonsmoothing tests -- IV. Nonparametric nearest neighbor and series methods -- 14. K-nearest neighbor methods -- 15. Nonparametric series methods -- V. Time series, simultaneous equation, and panel data models -- 16. Instrumental variables and efficient estimation of semiparametric models -- 17. Endogeneity in nonparametric regression models -- 18. Weakly dependent data -- 19. Panel data models -- 20. Topics in applied nonparametric estimation -- A. Background statistical concepts
Control code
ybp7150289
Dimensions
unknown
Extent
1 online resource (xxi, 746 pages)
Form of item
online
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9780691121611
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Specific material designation
remote
System control number
(OCoLC)1088494208
Label
Nonparametric econometrics : theory and practice, Qi Li and Jeffrey Scott Racine, (electronic resource)
Link
https://eui.idm.oclc.org/login?url=https://ebookcentral.proquest.com/lib/EUI/detail.action?docID=782205
Publication
Bibliography note
Includes bibliographical references (pages 697-736) and indexes
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
I. Nonparametric kernel methods -- 1. Density estimation -- 2. Regression -- 3. Frequency estimation with mixed data -- 4. Kernel estimation with mixed data -- 5. Conditional density estimation -- 6. Conditional CDF and quantile estimation -- II. Semiparametric methods -- 7. Semiparametric partially linear models -- 8. Semiparametric single index models -- 9. Additive and smooth (varying) coefficient semiparametric models -- 10. Selectivity models -- 11. Censored models -- III. Consistent models specification tests -- 12. Model specification tests -- 13. Nonsmoothing tests -- IV. Nonparametric nearest neighbor and series methods -- 14. K-nearest neighbor methods -- 15. Nonparametric series methods -- V. Time series, simultaneous equation, and panel data models -- 16. Instrumental variables and efficient estimation of semiparametric models -- 17. Endogeneity in nonparametric regression models -- 18. Weakly dependent data -- 19. Panel data models -- 20. Topics in applied nonparametric estimation -- A. Background statistical concepts
Control code
ybp7150289
Dimensions
unknown
Extent
1 online resource (xxi, 746 pages)
Form of item
online
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9780691121611
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Specific material designation
remote
System control number
(OCoLC)1088494208

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