LEADER 02818nam 2200589 a 450 001 9910826522003321 005 20200520144314.0 010 $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 $a20130816d2014 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aComputational methods for data evaluation and assimilation /$fDan Gabriel Cacuci, Ionel Michael Navon, Mihaela Ionescu-Bujor 205 $a1st ed. 210 $aBoca Raton $cCRC Press$d2014 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 676 $a519.538 686 $aMAT003000$2bisacsh 700 $aCacuci$b D. G$0897247 701 $aNavon$b Ionel Michael$01756630 701 $aIonescu-Bujor$b Mihaela$01756631 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910826522003321 996 $aComputational methods for data evaluation and assimilation$94194063 997 $aUNINA