The Resource Evaluation of Statistical Matching and Selected SAE Methods : Using Micro Census and EU-SILC Data, by Verena Puchner, (electronic resource)

Evaluation of Statistical Matching and Selected SAE Methods : Using Micro Census and EU-SILC Data, by Verena Puchner, (electronic resource)

Label
Evaluation of Statistical Matching and Selected SAE Methods : Using Micro Census and EU-SILC Data
Title
Evaluation of Statistical Matching and Selected SAE Methods
Title remainder
Using Micro Census and EU-SILC Data
Statement of responsibility
by Verena Puchner
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
Verena Puchner evaluates and compares statistical matching and selected SAE methods. Due to the fact that poverty estimation at regional level based on EU-SILC samples is not of adequate accuracy, the quality of the estimations should be improved by additionally incorporating micro census data. The aim is to find the best method for the estimation of poverty in terms of small bias and small variance with the aid of a simulated artificial "close-to-reality" population. Variables of interest are imputed into the micro census data sets with the help of the EU-SILC samples through regression models including selected unit-level small area methods and statistical matching methods. Poverty indicators are then estimated. The author evaluates and compares the bias and variance for the direct estimator and the various methods. The variance is desired to be reduced by the larger sample size of the micro census. Contents Regression Models Including Selected Small Area Methods Statistical Matching Application to Poverty Estimation Using EU-SILC and Micro Census Data Bootstrap Methods Target Groups Researchers, students, and practitioners in the fields of statistics, official statistics, and survey statistics The Author Verena Puchner obtained her master’s degree at Technical University of Vienna under the supervision of Priv.-Doz. Dipl.-Ing. Dr. techn. Matthias Templ. At present, she works as a data miner and consultant
Member of
http://library.link/vocab/creatorName
Puchner, Verena
Dewey number
362.5
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
Xx7ecm4J_F0
Language note
English
LC call number
QA71-90
Literary form
non fiction
Nature of contents
dictionaries
Series statement
BestMasters,
http://library.link/vocab/subjectName
  • Computer science
  • Distribution (Probability theory
  • Mathematics
  • Computational Mathematics and Numerical Analysis
  • Probability Theory and Stochastic Processes
  • Applications of Mathematics
Label
Evaluation of Statistical Matching and Selected SAE Methods : Using Micro Census and EU-SILC Data, by Verena Puchner, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
Regression Models Including Selected Small Area Methods -- Statistical Matching -- Application to Poverty Estimation Using EU-SILC and Micro Census Data -- Bootstrap Methods
Dimensions
unknown
Extent
1 online resource (111 p.)
Form of item
online
Isbn
9783658082246
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-658-08224-6
Specific material designation
remote
System control number
  • (CKB)3710000000305943
  • (EBL)1967497
  • (SSID)ssj0001385785
  • (PQKBManifestationID)11818632
  • (PQKBTitleCode)TC0001385785
  • (PQKBWorkID)11340610
  • (PQKB)10790477
  • (DE-He213)978-3-658-08224-6
  • (MiAaPQ)EBC1967497
  • (EXLCZ)993710000000305943
Label
Evaluation of Statistical Matching and Selected SAE Methods : Using Micro Census and EU-SILC Data, by Verena Puchner, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
Regression Models Including Selected Small Area Methods -- Statistical Matching -- Application to Poverty Estimation Using EU-SILC and Micro Census Data -- Bootstrap Methods
Dimensions
unknown
Extent
1 online resource (111 p.)
Form of item
online
Isbn
9783658082246
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-658-08224-6
Specific material designation
remote
System control number
  • (CKB)3710000000305943
  • (EBL)1967497
  • (SSID)ssj0001385785
  • (PQKBManifestationID)11818632
  • (PQKBTitleCode)TC0001385785
  • (PQKBWorkID)11340610
  • (PQKB)10790477
  • (DE-He213)978-3-658-08224-6
  • (MiAaPQ)EBC1967497
  • (EXLCZ)993710000000305943

Library Locations

  • Architecture LibraryBorrow it
    Gould Hall 830 Van Vleet Oval Rm. 105, Norman, OK, 73019, US
    35.205706 -97.445050
  • Bizzell Memorial LibraryBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Boorstin CollectionBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Chinese Literature Translation ArchiveBorrow it
    401 W. Brooks St., RM 414, Norman, OK, 73019, US
    35.207487 -97.447906
  • Engineering LibraryBorrow it
    Felgar Hall 865 Asp Avenue, Rm. 222, Norman, OK, 73019, US
    35.205706 -97.445050
  • Fine Arts LibraryBorrow it
    Catlett Music Center 500 West Boyd Street, Rm. 20, Norman, OK, 73019, US
    35.210371 -97.448244
  • Harry W. Bass Business History CollectionBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • History of Science CollectionsBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • John and Mary Nichols Rare Books and Special CollectionsBorrow it
    401 W. Brooks St., Rm. 509NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • Library Service CenterBorrow it
    2601 Technology Place, Norman, OK, 73019, US
    35.185561 -97.398361
  • Price College Digital LibraryBorrow it
    Adams Hall 102 307 West Brooks St., Norman, OK, 73019, US
    35.210371 -97.448244
  • Western History CollectionsBorrow it
    Monnet Hall 630 Parrington Oval, Rm. 300, Norman, OK, 73019, US
    35.209584 -97.445414
Processing Feedback ...