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Record Nr. |
UNINA9910438151603321 |
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Autore |
Puntanen Simo |
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Titolo |
Formulas Useful for Linear Regression Analysis and Related Matrix Theory : It's Only Formulas But We Like Them / / by Simo Puntanen, George P. H. Styan, Jarkko Isotalo |
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Pubbl/distr/stampa |
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Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
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ISBN |
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Edizione |
[1st ed. 2013.] |
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Descrizione fisica |
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1 online resource (137 p.) |
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Collana |
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SpringerBriefs in Statistics, , 2191-5458 |
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Altri autori (Persone) |
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StyanGeorge Peter Hansbenno |
IsotaloJarkko |
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Disciplina |
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Soggetti |
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Statistics |
Algebras, Linear |
Econometrics |
Statistical Theory and Methods |
Linear Algebra |
Statistics in Business, Management, Economics, Finance, Insurance |
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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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Nota di contenuto |
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The Model Matrix -- Fitted Values and Residuals -- Regression Coefficients -- Alternative Estimators -- Decompositions of Sums of Squares -- Partial Correlations -- Distributions -- Testing Hypotheses -- Diagnostics -- BLUE: Some Helpful Identities -- Estimability -- Best Linear Unbiased Estimator -- The Watson Efficiency -- Linear Sufficiency and Admissibility -- Best Linear Unbiased Predictor -- Mixed Model -- Multivariate Linear Model -- Inverse of a Partitioned Matrix -- Generalized Inverses -- Projectors -- Eigenvalues -- Discriminant Analysis -- Factor Analysis -- Canonical Correlations -- Matrix Decompositions -- Principal Component Analysis -- Löwner Ordering -- Rank Rules -- Inequalities -- Kronecker Product -- Matrix Derivatives. |
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Sommario/riassunto |
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This is an unusual book because it contains a great deal of formulas. Hence it is a blend of monograph, textbook, and handbook. It is intended for students and researchers who need quick access to useful |
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