LEADER 02760oam 2200565I 450 001 9910787583203321 005 20170816135817.0 010 $a0-429-13654-4 010 $a1-58488-735-4 024 7 $a10.1201/b15334 035 $a(CKB)2670000000394923 035 $a(EBL)1335849 035 $a(SSID)ssj0000949880 035 $a(PQKBManifestationID)11541320 035 $a(PQKBTitleCode)TC0000949880 035 $a(PQKBWorkID)11003623 035 $a(PQKB)11070742 035 $a(OCoLC)857059565 035 $a(MiAaPQ)EBC1335849 035 $a(OCoLC)855504713 035 $a(PPN)230992668 035 $a(EXLCZ)992670000000394923 100 $a20180331d2014 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aComputational methods for data evaluation and assimilation /$fDan Gabrial Cauci, Ionel Michael Navon, Mihaela Ionescu-Bujor 210 1$aBoca Raton :$cCRC Press,$d[2014] 215 $a1 online resource (372 p.) 300 $a"A Chapman & Hall book." 311 $a1-58488-736-2 320 $aIncludes bibliographical references. 327 $aFront Cover; Contributors; Preface; List of Figures; List of Tables; Contents; Introduction; Chapter 1 - Experimental Data Evaluation: Basic Concepts; Chapter 2 - Computation of Means and Variances from Measurements; Chapter 3 - Optimization Methods For Large-Scale Data Assimilation; Chapter 4 - Basic Principles of 4-D VAR; Chapter 5 - 4-D VAR in Numerical Weather Prediction Models; Chapter 6 - Appendix A; Chapter 7 - Appendix B; Chapter 8 - Appendix C; Bibliography; Back Cover 330 $aData evaluation and data combination require the use of a wide range of probability theory concepts and tools, from deductive statistics mainly concerning frequencies and sample tallies to inductive inference for assimilating non-frequency data and a priori knowledge. Computational Methods for Data Evaluation and Assimilation presents interdisciplinary methods for integrating experimental and computational information. This self-contained book shows how the methods can be applied in many scientific and engineering areas. After presenting the fundamentals underlying the evaluation of experiment 606 $aMathematical analysis$xData processing 615 0$aMathematical analysis$xData processing. 676 $a518.0285 686 $aMAT003000$2bisacsh 700 $aCacuci$b D. G.$0897247 702 $aNavon$b Ionel Michael 702 $aIonescu-Bujor$b Mihaela 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910787583203321 996 $aComputational methods for data evaluation and assimilation$93833666 997 $aUNINA