000			03171nam a22005295i 4500
001			978-3-642-32931-9
003			DE-He213
005			20140220082854.0
007			cr nn 008mamaa
008			130531s2013 gw | s |||| 0|eng d
020			_a9783642329319 _9978-3-642-32931-9
024	7		_a10.1007/978-3-642-32931-9 _2doi
050		4	_aQA276-280
072		7	_aPBT _2bicssc
072		7	_aMAT029000 _2bisacsh
082	0	4	_a519.5 _223
100	1		_aSimo, Puntanen. _eauthor.
245	1	0	_aFormulas Useful for Linear Regression Analysis and Related Matrix Theory _h[electronic resource] : _bIt's Only Formulas But We Like Them / _cby Puntanen Simo, Styan George P. H., Isotalo Jarkko.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2013.
300			_aXII, 125 p. 3 illus., 2 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aSpringerBriefs in Statistics, _x2191-544X
505	0		_aThe 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.
520			_aThis 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.
650		0	_aStatistics.
650		0	_aMatrix theory.
650		0	_aMathematical statistics.
650		0	_aEconomics _xStatistics.
650		0	_aEconometrics.
650	1	4	_aStatistics.
650	2	4	_aStatistical Theory and Methods.
650	2	4	_aLinear and Multilinear Algebras, Matrix Theory.
650	2	4	_aEconometrics.
650	2	4	_aStatistics for Business/Economics/Mathematical Finance/Insurance.
700	1		_aGeorge P. H., Styan. _eauthor.
700	1		_aJarkko, Isotalo. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642329302
830		0	_aSpringerBriefs in Statistics, _x2191-544X
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-642-32931-9
912			_aZDB-2-SMA
999			_c97304 _d97304