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Record Nr. |
UNINA9910816950903321 |
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Autore |
Fujikoshi Yasunori <1942-> |
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Titolo |
Multivariate statistics : high-dimensional and large-sample approximations / / Yasunori Fujikoshi, Vladimir V. Ulyanov, Ryoichi Shimizu |
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Pubbl/distr/stampa |
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Hoboken, N.J., : Wiley, c2010 |
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ISBN |
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9786613246462 |
9781283246460 |
1283246465 |
9780470539873 |
0470539879 |
9780470539866 |
0470539860 |
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Descrizione fisica |
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1 online resource (564 p.) |
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Collana |
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Wiley series in probability and statistics |
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Altri autori (Persone) |
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UlyanovVladimir V. <1953-> |
ShimizuRyoichi <1931-> |
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Disciplina |
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Soggetti |
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Multivariate analysis |
Approximation theory |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Multivariate normal and related distributions -- Wishart distribution -- Hotelling's T² and lambda statistics -- Correlation coefficients -- Asymptotic expansions from multivariate basic statistics -- MANOVA models -- Multivariate regression -- Classical and high-dimensional tests for covariance matrices -- Discriminant analysis -- Principal component analysis -- Canonical correlation analysis -- Growth curve analysis --Approximation to the scale-mixted distributions -- Approximation to some related distributions -- Error bounds for approximations of multivariate tests -- Error bounds for approximations to some other statistics -- Appendix. |
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Sommario/riassunto |
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A comprehensive examination of high-dimensional analysis of multivariate methods and their real-world applications Multivariate Statistics: High-Dimensional and Large-Sample Approximations is the |
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