MARC Record from Library of Congress

LEADER: 02529cam a22004457i 4500
001 2014958291
003 DLC
005 20151008081051.0
008 141202s2015 xx a b 001 0 eng d
010 $a 2014958291
020 $a149392124X
020 $a9781493921249
035 $a(OCoLC)ocn888555061
040 $aYDXCP$beng$cYDXCP$erda$dBTCTA$dFDA$dOCLCO$dCDX$dOCLCF$dS4S$dDLC
042 $alccopycat
050 00 $aQA279.5$b.B3885 2015
082 04 $a371.2601519542$223
245 00 $aBayesian networks in educational assessment /$cRussell G. Almond, Robert J. Mislevy, Linda S. Steinberg, Duanli Yan, David M. Williamson.
264 1 $aNew York, NY :$bSpringer,$c2015.
300 $axxxiii, 666 pages :$billustrations (some color) ;$c24 cm.
336 $atext$btxt$2rdacontent
337 $aunmediated$bn$2rdamedia
338 $avolume$bnc$2rdacarrier
490 1 $aStatistics for Social and Behavioral Sciences,$x2199-7357
504 $aIncludes bibliographical references (pages 607-638) and indexes.
505 0 $aIntroduction -- An Introduction to Evidence-Centered Design -- Bayesian Probability and Statistics: a review -- Basic graph theory and graphical models -- Efficient calculations -- Some Example Networks -- Explanation and Test Construction -- Parameters for Bayesian Network Models -- Learning in Models with Fixed Structure -- Critiquing and Learning Model Structure -- An Illustrative Example -- The Conceptual Assessment Framework -- The Evidence Accumulation Process -- The Biomass Measurement Model -- The Future of Bayesian Networks in Educational Assessment -- Bayesian Network Resources -- References.
650 0 $aBayesian statistical decision theory.
650 0 $aEducational tests and measurements$xStatistical methods.
650 0 $aEducational evaluation$xStatistical methods.
650 24 $aStatistics for Social Science, Behavorial Science, Education, Public Policy, and Law.
650 24 $aArtificial Intelligence (incl. Robotics).
650 7 $aBayesian statistical decision theory.$2fast$0(OCoLC)fst00829019
650 7 $aEducational evaluation$xStatistical methods.$2fast$0(OCoLC)fst00903449
650 7 $aEducational tests and measurements$xStatistical methods.$2fast$0(OCoLC)fst00903688
700 1 $aAlmond, Russell G.,$eauthor.
700 1 $aMislevy, Robert J.,$eauthor.
700 1 $aSteinberg, Linda S.,$eauthor.
700 1 $aYan, Duanli,$eauthor.
700 1 $aWilliamson, David M.,$d1970-$eauthor.
830 0 $aStatistics for social and behavioral sciences.