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
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
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://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
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://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
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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