Analysis of Integrated Data (Hardcover)

Langue : anglais

Edité par Taylor & Francis Inc, Portland, 2019

1498727980 / 9781498727983

Série : Livre 36 sur 40 - Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences

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Hardcover. The advent of "Big Data" has brought with it a rapid diversification of data sources, requiring analysis that accounts for the fact that these data have often been generated and recorded for different reasons. Data integration involves combining data residing in different sources to enable statistical inference, or to generate new statistical data for purposes that cannot be served by each source on its own. This can yield significant gains for scientific as well as commercial investigations. However, valid analysis of such data should allow for the additional uncertainty due to entity ambiguity, whenever it is not possible to state with certainty that the integrated source is the target population of interest. Analysis of Integrated Data aims to provide a solid theoretical basis for this statistical analysis in three generic settings of entity ambiguity: statistical analysis of linked datasets that may contain linkage errors; datasets created by a data fusion process, where joint statistical information is simulated using the information in marginal data from non-overlapping sources; and estimation of target population size when target units are either partially or erroneously covered in each source. Covers a range of topics under an overarching perspective of data integration. Focuses on statistical uncertainty and inference issues arising from entity ambiguity. Features state of the art methods for analysis of integrated data. Identifies the important themes that will define future research and teaching in the statistical analysis of integrated data.Analysis of Integrated Data is aimed primarily at researchers and methodologists interested in statistical methods for data from multiple sources, with a focus on data analysts in the social sciences, and in the public and private sectors. Analysis of Integrated Data aims to provide a solid theoretical basis for this statistical analysis in three generic settings of entity ambiguity. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.…

N° de réf. du vendeur 9781498727983

Titre
Analysis of Integrated Data (Hardcover)
Auteur
Li-Chun Zhang
Éditeur
Taylor & Francis Inc, Portland
Année de publication
2019
État de l'article
new
Reliure
Hardcover
Langue
anglais
ISBN à 10 chiffres
1498727980
ISBN à 13 chiffres
9781498727983
Série
Livre 36 sur 40: Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences

AussieBookSeller

Truganina, VIC, Australie

Vendeur avec une évaluation de 5 étoiles

Vendeur AbeBooks depuis 22 juin 2007

Frais d'expédition de Australie vers Etats-Unis

Article25 à 45 jours ouvrés8 à 14 jours ouvrés
Premier articleEUR 33,02EUR 39,27
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