Modeling and inverse problems in the presence of uncertainty /

Modeling and Inverse Problems in the Presence of Uncertainty collects recent research-including the authors' own substantial projects-on uncertainty propagation and quantification. It covers two sources of uncertainty: where uncertainty is present primarily due to measurement errors and where u...

Full description

Saved in:
Bibliographic Details
Main Authors: Banks, H. T. 1940- (Author), Thompson, W. Clayton (Author)
Other Authors: Hu, Shuhua.
Format: eBook
Language:English
Published: Boca Raton : CRC Press, Taylor and Francis, 2014.
Series:Monographs and research notes in mathematics.
Subjects:
Online Access:CONNECT
CONNECT
LEADER 03945cam a2200637Ma 4500
001 in00006059752
006 m o d
007 cr cnu---unuuu
008 140405s2014 flua ob 001 0 eng d
005 20220714133254.9
010 |a  2013049547 
035 |a 1WRLDSHRocn875818994 
040 |a EBLCP  |b eng  |e pn  |c EBLCP  |d N$T  |d CUS  |d E7B  |d UIU  |d STF  |d OCLCF  |d OCLCO  |d CRCPR  |d OCLCQ  |d YDXCP  |d DEBSZ  |d OCLCQ  |d MOR  |d MERUC  |d OCLCQ  |d UAB  |d ERL  |d UUM  |d OCLCQ  |d U3W  |d NLE  |d OCLCQ  |d UKMGB  |d WYU  |d YDX  |d TYFRS  |d LEAUB  |d OCLCQ  |d UKAHL  |d OCLCQ  |d VT2  |d SFB  |d OCLCO 
015 |a GBB7A1532  |2 bnb 
016 7 |a 018373396  |2 Uk 
019 |a 900222165  |a 1065933855  |a 1152981538  |a 1192328929  |a 1240513825  |a 1260358997 
020 |a 9781482206432  |q (electronic bk.) 
020 |a 1482206439  |q (electronic bk.) 
020 |z 9781482206425 
020 |a 1482206420 
020 |a 9781482206425 
020 |a 9780429171024  |q (electronic bk.) 
020 |a 0429171021  |q (electronic bk.) 
035 |a (OCoLC)875818994  |z (OCoLC)900222165  |z (OCoLC)1065933855  |z (OCoLC)1152981538  |z (OCoLC)1192328929  |z (OCoLC)1240513825  |z (OCoLC)1260358997 
037 |a TANDF_324633  |b Ingram Content Group 
050 4 |a QA378.5  |b .B36 2014 
082 0 4 |a 511/.8 
084 |a MAT000000  |a MAT003000  |a MAT007000  |2 bisacsh 
049 |a TXMM 
100 1 |a Banks, H. T.  |q (Harvey Thomas),  |d 1940-  |e author. 
245 1 0 |a Modeling and inverse problems in the presence of uncertainty /  |c H. Thomas Banks, Shuhua Hu, William Clayton Thompson. 
260 |a Boca Raton :  |b CRC Press, Taylor and Francis,  |c 2014. 
300 |a 1 online resource (403 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Monographs and research notes in mathematics 
588 0 |a Print version record. 
520 |a Modeling and Inverse Problems in the Presence of Uncertainty collects recent research-including the authors' own substantial projects-on uncertainty propagation and quantification. It covers two sources of uncertainty: where uncertainty is present primarily due to measurement errors and where uncertainty is present due to the modeling formulation itself. After a useful review of relevant probability and statistical concepts, the book summarizes mathematical and statistical aspects of inverse problem methodology, including ordinary, weighted, and generalized le. 
505 0 |a 1. Introduction -- 2. Probability and statistics overview -- 3. Mathematical and statistical aspects of inverse problems -- 4. Model selection criteria -- 5. Estimation of probability measures using aggregate population data -- 6. Optimal design -- 7. Propagation of uncertainty in a continuous time dynamical system -- 8. A stochastic system and its corresponding deterministic system. 
504 |a Includes bibliographical references and index. 
590 |a O'Reilly Online Learning Platform: Academic Edition (SAML SSO Access) 
650 0 |a Inverse problems (Differential equations) 
650 0 |a Mathematical models. 
700 1 |a Hu, Shuhua. 
700 1 |a Thompson, W. Clayton,  |e author. 
730 0 |a WORLDSHARE SUB RECORDS 
776 0 8 |i Print version:  |a Banks, H.T.  |t Modeling and Inverse Problems in the Presence of Uncertainty.  |d Hoboken : Taylor and Francis, ©2014  |z 9781482206425 
830 0 |a Monographs and research notes in mathematics. 
856 4 0 |u https://go.oreilly.com/middle-tennessee-state-university/library/view/-/9781482206432/?ar  |z CONNECT  |3 O'Reilly  |t 0 
949 |a ho0 
994 |a 92  |b TXM 
998 |a wi  |d z 
999 f f |s 57b68b80-b495-4c63-b6b0-686a90d0d580  |i 310cf1d3-0d59-4a39-95cd-171d7e7e4258  |t 0 
952 f f |a Middle Tennessee State University  |b Main  |c James E. Walker Library  |d Electronic Resources  |t 1  |e QA378.5 .B36 2014  |h Library of Congress classification 
856 4 0 |3 O'Reilly  |t 0  |u https://go.oreilly.com/middle-tennessee-state-university/library/view/-/9781482206432/?ar  |z CONNECT