03579nam 22007335 450 991043815160332120250408085155.03-642-32931-410.1007/978-3-642-32931-9(CKB)2670000000371289(EBL)1082620(OCoLC)849295423(SSID)ssj0000904254(PQKBManifestationID)11474232(PQKBTitleCode)TC0000904254(PQKBWorkID)10920956(PQKB)11343390(DE-He213)978-3-642-32931-9(MiAaPQ)EBC1082620(PPN)170490343(EXLCZ)99267000000037128920130531d2013 u| 0engur|n|---|||||txtccrFormulas 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 Isotalo1st ed. 2013.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2013.1 online resource (137 p.)SpringerBriefs in Statistics,2191-5458Includes index.3-642-32930-6 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.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 formulas appearing in the linear regression model and related matrix theory. This is not a regular textbook - this is supporting material for courses given in linear statistical models. Such courses are extremely common at universities with quantitative statistical analysis programs.SpringerBriefs in Statistics,2191-5458StatisticsAlgebras, LinearEconometricsStatisticsStatistical Theory and MethodsLinear AlgebraEconometricsStatistics in Business, Management, Economics, Finance, InsuranceStatistics.Algebras, Linear.Econometrics.Statistics.Statistical Theory and Methods.Linear Algebra.Econometrics.Statistics in Business, Management, Economics, Finance, Insurance.510.212Puntanen Simo1060842Styan George Peter Hansbenno251614Isotalo Jarkko1754919MiAaPQMiAaPQMiAaPQBOOK9910438151603321Formulas useful for linear regression analysis and related matrix theory4191434UNINA