LEADER 03412nam  22006015  450 
001 9910631096703321
005 20250611144621.0
010   $a9783031081767$b(electronic bk.)
010   $z9783031081750
024 7 $a10.1007/978-3-031-08176-7
035   $a(MiAaPQ)EBC7140429
035   $a(Au-PeEL)EBL7140429
035   $a(CKB)25332817500041
035   $a(PPN)266354459
035   $a(DE-He213)978-3-031-08176-7
035   $a(EXLCZ)9925332817500041
100   $a20221114d2022      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aLinear Models and Design /$fby Jay H. Beder
205   $a1st ed. 2022.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022.
215   $a1 online resource (358 pages)
311 08$aPrint version: Beder, Jay H. Linear Models and Design Cham : Springer International Publishing AG,c2022 9783031081750 
320   $aIncludes bibliographical references and index.
330   $aThis book is designed as a textbook for graduate students and as a resource for researchers seeking a thorough mathematical treatment of its subject. It develops the main results of regression and the analysis of variance, as well as the central results on confounded and fractional factorial experiments. Matrix theory is deemphasized; its role is taken instead by the theory of linear transformations between vector spaces. The text gives a carefully paced and unified presentation of two topics, linear models and experimental design. Students are assumed to have a solid background in linear algebra, basic knowledge of regression and analysis of variance, and some exposure to experimental design, and should be comfortable with reading and constructing mathematical proofs. The book leads students into the mathematical theory, including many examples both for motivation and for illustration. Over 130 exercises of varying difficulty are included. An extensive mathematical appendix and a detailed index make the text especially accessible. Linear Models and Design can serve as a textbook for a year-long course in the topics covered, or for a one-semester course in either linear model theory or experimental design. It prepares students for more advanced topics in the field, and assists in developing a thoughtful approach to the existing literature. It includes a guide to terminology as well as discussion of the history and development of ideas, and offers a fresh perspective on the fundamental concepts and results of the subject.
606   $aStatistics
606   $aExperimental design
606   $aBiometry
606   $aStatistical Theory and Methods
606   $aDesign of Experiments
606   $aBiostatistics
606   $aModels lineals (Estadística)$2thub
608   $aLlibres electrònics$2thub
615  0$aStatistics.
615  0$aExperimental design.
615  0$aBiometry.
615 14$aStatistical Theory and Methods.
615 24$aDesign of Experiments.
615 24$aBiostatistics.
615  7$aModels lineals (Estadística)
676   $a519.5
676   $a519.535
700   $aBeder$b Jay H.$01264891
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
912   $a9910631096703321
996   $aLinear Models and Design$92965749
997   $aUNINA