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010   $a3-319-76315-6
024 7 $a10.1007/978-3-319-76315-6
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035   $a(DE-He213)978-3-319-76315-6
035   $a(MiAaPQ)EBC6312209
035   $a(MiAaPQ)EBC5595821
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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   $a1 online resource (X, 124 p. 3 illus., 1 illus. in color.) 
311 08$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   $aStatistics
606   $aSocial sciences$xStatistical methods
606   $aBiometry
606   $aStatistical Theory and Methods
606   $aStatistics in Business, Management, Economics, Finance, Insurance
606   $aStatistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences
606   $aStatistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy
606   $aBiostatistics
615  0$aStatistics.
615  0$aStatistics.
615  0$aSocial sciences$xStatistical methods.
615  0$aBiometry.
615 14$aStatistical Theory and Methods.
615 24$aStatistics in Business, Management, Economics, Finance, Insurance.
615 24$aStatistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
615 24$aStatistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy.
615 24$aBiostatistics.
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