LEADER 02668nam  22005895  450 
001 9910484467103321
005 20250610110428.0
010   $a9783030641672
010   $a3030641678
024 7 $a10.1007/978-3-030-64167-2
035   $a(CKB)4100000011778538
035   $a(MiAaPQ)EBC6498193
035   $a(PPN)253861810
035   $a(DE-He213)978-3-030-64167-2
035   $a(MiAaPQ)EBC29156138
035   $a(EXLCZ)994100000011778538
100   $a20210224d2021      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aVisualizing Linear Models /$fby W. D. Brinda
205   $a1st ed. 2021.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2021.
215   $a1 online resource (175 pages) $cillustrations
311 08$a9783030641665 
311 08$a303064166X 
320   $aIncludes bibliographical references and index.
327   $aPreface -- Review: Linear Algebra -- Least-Squares Regression -- Review: Random Vectors -- The Linear Model -- Review: Normality -- Normal Errors.
330   $aThis book provides a visual and intuitive coverage of the core theory of linear models. Designed to develop fluency with the underlying mathematics and to build a deep understanding of the principles, it's an excellent basis for a one-semester course on statistical theory and linear modeling for intermediate undergraduates or graduate students. Three chapters gradually develop the essentials of linear model theory. They are each preceded by a review chapter that covers a foundational prerequisite topic. This classroom-tested work explores two distinct and complementary types of visualization: the ?observations picture? and the ?variables picture.? To improve retention of material, this book is supplemented by a bank of ready-made practice exercises for students. These are available for digital or print use.
606   $aRegression analysis
606   $aAlgebras, Linear
606   $aStatistics
606   $aLinear Models and Regression
606   $aLinear Algebra
606   $aStatistical Theory and Methods
615  0$aRegression analysis.
615  0$aAlgebras, Linear.
615  0$aStatistics.
615 14$aLinear Models and Regression.
615 24$aLinear Algebra.
615 24$aStatistical Theory and Methods.
676   $a519.5
700   $aBrinda$b W. D.$01221264
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910484467103321
996   $aVisualizing linear models$92831962
997   $aUNINA