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Factor Analysis Dimension Reduction by Garson David (26 results)
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Factor Analysis and Dimension Reduction in R : A Social Scientist's Toolkit
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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Factor Analysis and Dimension Reduction in R: A Social Scientist's Toolkit
Published by Taylor & Francis Ltd, 2022
ISBN 10: 1032246693 ISBN 13: 9781032246697
Language: English
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
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£ 76.17
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Add to basketPaperback / softback. Condition: New. New copy - Usually dispatched within 4 working days. 204.
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Factor Analysis and Dimension Reduction in R : A Social Scientist's Toolkit
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Factor Analysis and Dimension Reduction in R: A Social Scientist's Toolkit
Seller: Ria Christie Collections, Uxbridge, United Kingdom
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Factor Analysis and Dimension Reduction in R: A Social Scientist?s Toolkit
Published by Taylor & Francis Ltd, 2022
ISBN 10: 1032246693 ISBN 13: 9781032246697
Language: English
Seller: Kennys Bookshop and Art Galleries Ltd., Galway, GY, Ireland
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£ 66.21
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Factor Analysis and Dimension Reduction in R: A Social Scientist s Toolkit
Published by Taylor & Francis Ltd, 2022
ISBN 10: 1032246693 ISBN 13: 9781032246697
Language: English
Condition: New. 2022. 1st Edition. Paperback. . . . . . Books ship from the US and Ireland.
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Factor Analysis and Dimension Reduction in R : A Social Scientist's Toolkit
Published by Taylor & Francis Ltd Dez 2022, 2022
ISBN 10: 1032246693 ISBN 13: 9781032246697
Language: English
£ 89.58
Convert currency£ 28.32 shipping from Germany to U.S.A.Quantity: 1 available
Add to basketTaschenbuch. Condition: Neu. Neuware - Factor Analysis and Dimension Reduction in R provides coverage with worked examples of a large number of dimension reduction procedures along with model performance metrics to compare them. This book will be suitable for graduate level and optional module courses for social scientists.
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£ 85.32
Convert currency£ 41.54 shipping from Germany to U.S.A.Quantity: 1 available
Add to basketKartoniert / Broschiert. Condition: New. Factor Analysis and Dimension Reduction in R provides coverage, with worked examples, of a large number of dimension reduction procedures along with model performance metrics to compare them. Factor analysis in the form of principal components a.
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£ 118.96
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Add to basketPaperback. Condition: Brand New. 368 pages. 9.69x6.88x1.32 inches. In Stock.
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Factor Analysis and Dimension Reduction in R (Paperback)
Published by Taylor & Francis Ltd, London, 2022
ISBN 10: 1032246693 ISBN 13: 9781032246697
Language: English
£ 93.49
Convert currency£ 37 shipping from United Kingdom to U.S.A.Quantity: 1 available
Add to basketPaperback. Condition: new. Paperback. Factor Analysis and Dimension Reduction in R provides coverage, with worked examples, of a large number of dimension reduction procedures along with model performance metrics to compare them. Factor analysis in the form of principal components analysis (PCA) or principal factor analysis (PFA) is familiar to most social scientists. However, what is less familiar is understanding that factor analysis is a subset of the more general statistical family of dimension reduction methods.The social scientist's toolkit for factor analysis problems can be expanded to include the range of solutions this book presents. In addition to covering FA and PCA with orthogonal and oblique rotation, this books coverage includes higher-order factor models, bifactor models, models based on binary and ordinal data, models based on mixed data, generalized low-rank models, cluster analysis with GLRM, models involving supplemental variables or observations, Bayesian factor analysis, regularized factor analysis, testing for unidimensionality, and prediction with factor scores. The second half of the book deals with other procedures for dimension reduction. These include coverage of kernel PCA, factor analysis with multidimensional scaling, locally linear embedding models, Laplacian eigenmaps, diffusion maps, force directed methods, t-distributed stochastic neighbor embedding, independent component analysis (ICA), dimensionality reduction via regression (DRR), non-negative matrix factorization (NNMF), Isomap, Autoencoder, uniform manifold approximation and projection (UMAP) models, neural network models, and longitudinal factor analysis models. In addition, a special chapter covers metrics for comparing model performance.Features of this book include:Numerous worked examples with replicable R codeExplicit comprehensive coverage of data assumptionsAdaptation of factor methods to binary, ordinal, and categorical dataResidual and outlier analysisVisualization of factor resultsFinal chapters that treat integration of factor analysis with neural network and time series methodsPresented in color with R code and introduction to R and RStudio, this book will be suitable for graduate-level and optional module courses for social scientists, and on quantitative methods and multivariate statistics courses. Factor Analysis and Dimension Reduction in R provides coverage with worked examples of a large number of dimension reduction procedures along with model performance metrics to compare them. This book will be suitable for graduate level and optional module courses for social scientists Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
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Factor Analysis and Dimension Reduction in R : A Social Scientist's Toolkit
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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£ 134.15
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Factor Analysis and Dimension Reduction in R: A Social Scientist's Toolkit
Published by Taylor & Francis Ltd, 2022
ISBN 10: 1032246685 ISBN 13: 9781032246680
Language: English
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
Seller rating 5 out of 5 stars
£ 143.15
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Add to basketHardback. Condition: New. New copy - Usually dispatched within 4 working days. 204.
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Factor Analysis and Dimension Reduction in R : A Social Scientist's Toolkit
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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£ 143.14
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Add to basketHardcover. Condition: Brand New. 368 pages. 9.69x6.88x1.26 inches. In Stock.
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£ 175.37
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Add to basketPaperback. Condition: Brand New. 368 pages. 9.69x6.88x1.32 inches. In Stock. This item is printed on demand.
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PAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
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Factor Analysis and Dimension Reduction in R
Seller: PBShop.store UK, Fairford, GLOS, United Kingdom
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£ 89.25
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Add to basketPAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
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£ 127.78
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Add to basketGebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Factor Analysis and Dimension Reduction in R provides coverage, with worked examples, of a large number of dimension reduction procedures along with model performance metrics to compare them. Factor analysis in the form of principal components a.
