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010   $a3-319-76315-6
024 7 $a10.1007/978-3-319-76315-6
035   $a(CKB)4100000002892455
035   $a(DE-He213)978-3-319-76315-6
035   $a(MiAaPQ)EBC6312209
035   $a(MiAaPQ)EBC5595821
035   $a(Au-PeEL)EBL5595821
035   $a(OCoLC)1033646343
035   $a(PPN)22555383X
035   $a(EXLCZ)994100000002892455
100   $a20180327d2018      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aTheory of Nonparametric Tests /$fby Thorsten Dickhaus
205   $a1st ed. 2018.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018.
215   $a1 online resource (X, 124 p. 3 illus., 1 illus. in color.) 
311   $a3-319-76314-8 
327   $aIntroduction and Examples -- Empirical Measure, Empirical Processes -- Goodness-of-fit Tests -- Rank Tests -- Asymptotics of Linear Resampling Statistics -- Bootstrap Methods for Linear Models -- Projection Tests -- Some Extensions.
330   $aThis textbook provides a self-contained presentation of the main concepts and methods of nonparametric statistical testing, with a particular focus on the theoretical foundations of goodness-of-fit tests, rank tests, resampling tests, and projection tests. The substitution principle is employed as a unified approach to the nonparametric test problems discussed. In addition to mathematical theory, it also includes numerous examples and computer implementations. The book is intended for advanced undergraduate, graduate, and postdoc students as well as young researchers. Readers should be familiar with the basic concepts of mathematical statistics typically covered in introductory statistics courses.
606   $aStatistics 
606   $aStatistical Theory and Methods$3https://scigraph.springernature.com/ontologies/product-market-codes/S11001
606   $aStatistics for Business, Management, Economics, Finance, Insurance$3https://scigraph.springernature.com/ontologies/product-market-codes/S17010
606   $aStatistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/S17020
606   $aStatistics for Social Sciences, Humanities, Law$3https://scigraph.springernature.com/ontologies/product-market-codes/S17040
606   $aStatistics for Life Sciences, Medicine, Health Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/S17030
615  0$aStatistics .
615 14$aStatistical Theory and Methods.
615 24$aStatistics for Business, Management, Economics, Finance, Insurance.
615 24$aStatistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
615 24$aStatistics for Social Sciences, Humanities, Law.
615 24$aStatistics for Life Sciences, Medicine, Health Sciences.
676   $a519.5
700   $aDickhaus$b Thorsten$4aut$4http://id.loc.gov/vocabulary/relators/aut$0767932
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910300118103321
996   $aTheory of Nonparametric Tests$91563817
997   $aUNINA