MARC Record from marc_columbia

LEADER: 02674mam a22003974a 4500
001 2603187
005 20221012202743.0
008 000225t20002000nyua b 001 0 eng
010 $a 00026154
020 $a0387950176 (hardcover : alk. paper)
035 $a(OCoLC)ocm43641167
035 $9AQU2994CU
035 $a(NNC)2603187
035 $a2603187
040 $aDLC$cDLC$dC#P$dOHX$dOrLoB-B
042 $apcc
050 00 $aQA278.2$b.A85 2000
072 7 $aQA$2lcco
082 00 $a519.5/36$221
100 1 $aAtkinson, A. C.$q(Anthony Curtis)$0http://id.loc.gov/authorities/names/n80068394
245 10 $aRobust diagnostic regression analysis /$cAnthony Atkinson, Marco Riani.
260 $aNew York :$bSpringer,$c[2000], ©2000.
300 $axvi, 327 pages :$billustrations ;$c25 cm.
336 $atext$btxt$2rdacontent
337 $aunmediated$bn$2rdamedia
490 1 $aSpringer series in statistics
504 $aIncludes bibliographical references (p. [311]-318) and indexes.
505 00 $g1.$tSome Regression Examples --$g2.$tRegression and the Forward Search --$g3.$tRegression --$g4.$tTransformations to Normality --$g5.$tNonlinear Least Squares --$g6.$tGeneralized Linear Models.
520 1 $a"The authors develop new, highly informative graphs for the analysis of regression data including generalized linear models. The graphs lead to the detection of model inadequacies, which may be systematic - perhaps a transformation of the data is needed - or there may be several outliers. These are identified, and their importance is established. Improved models can then be fitted and checked.
520 8 $aThe graphs are generated from a robust forward search through the data, which orders the observations by their closeness to the assumed model.".
520 8 $a"The four main chapters cover regression, transformations of data in regression, nonlinear least squares, and generalized linear models. As well as illustrating their new procedures the authors develop the theory of the models used, particularly for generalized linear models. Exercises with solutions are given for these chapters. The book could thus be used as a text for a second course in regression as well as provide statisticians and scientists with a new set of tools for data analysis."--BOOK JACKET.
650 0 $aRegression analysis.$0http://id.loc.gov/authorities/subjects/sh85112392
650 0 $aRobust statistics.$0http://id.loc.gov/authorities/subjects/sh85114641
700 1 $aRiani, Marco.$0http://id.loc.gov/authorities/names/nb91484780
830 0 $aSpringer series in statistics.$0http://id.loc.gov/authorities/names/n42023188
852 00 $bmat$hQA278.2$i.A85 2000