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第279行： − − | last1 = Stuart − − 1 = Stuart − − | first1 = Alan − − 1 = Alan − − | first2 = Keith − − 2 = Keith − − | last2 = Ord − − 2 = Ord − − | first3=Steven [F.] − − | first3 = Steven [ f. ] − − | last3=Arnold − − 3 = Arnold − − | title=Classical Inference and the Linear Model − − 经典推理和线性模型 − − | edition=Sixth − − 第六版 − − | series = Kendall's Advanced Theory of Statistics − − 系列 = Kendall 的高级统计理论 − − | volume = 2A − − 2A − | year = 1999+ − − 1999年 − − − − | publisher = Arnold − − 阿诺德 − − − − | location = London − − | 地点: 伦敦
→Implementations
* [[MATLAB]] has [https://de.mathworks.com/help/stats/kstest.html kstest] in its Statistics Toolbox.
* [[MATLAB]] has [https://de.mathworks.com/help/stats/kstest.html kstest] in its Statistics Toolbox.
* The [[R (programming language)|R]] package "KSgeneral"<ref name=KSgeneral/> computes the KS test statistics and its p-values under arbitrary, possibly discrete, mixed or continuous null distribution.
* The [[R (programming language)|R]] package "KSgeneral"<ref name=KSgeneral/> computes the KS test statistics and its p-values under arbitrary, possibly discrete, mixed or continuous null distribution.
* [[R (programming language)|R]]'s statistics base-package implements the test as [https://stat.ethz.ch/R-manual/R-patched/library/stats/html/ks.test.html ks.test {stats}] in its "stats" package.
* [[R (programming language)|R]]'s statistics base-package implements the test as [https://stat.ethz.ch/R-manual/R-patched/library/stats/html/ks.test.html ks.test {stats}] in its "stats" package.
* [[SAS (software)|SAS]] implements the test in its PROC NPAR1WAY procedure.
* [[SAS (software)|SAS]] implements the test in its PROC NPAR1WAY procedure.
* [[Python (programming language)|Python]] has an implementation of this test provided by [[SciPy]]<ref>{{cite web |url= https://docs.scipy.org/doc/scipy-0.14.0/reference/generated/scipy.stats.kstest.html |title=scipy.stats.kstest |work=SciPy SciPy v0.14.0 Reference Guide |publisher=The Scipy community |access-date= 18 June 2019}}</ref> by Statistical functions (scipy.stats)
* [[Python (programming language)|Python]] has an implementation of this test provided by [[SciPy]]<ref>{{cite web |url= https://docs.scipy.org/doc/scipy-0.14.0/reference/generated/scipy.stats.kstest.html |title=scipy.stats.kstest |work=SciPy SciPy v0.14.0 Reference Guide |publisher=The Scipy community |access-date= 18 June 2019}}</ref> by Statistical functions (scipy.stats)
* [[SYSTAT (statistics)|SYSTAT]] (SPSS Inc., Chicago, IL)
* [[SYSTAT (statistics)|SYSTAT]] (SPSS Inc., Chicago, IL)
* [[Java (programming language)|Java]] has an implementation of this test provided by [[Apache Commons]]<ref>{{cite web |url=https://commons.apache.org/proper/commons-math/javadocs/api-3.5/org/apache/commons/math3/stat/inference/KolmogorovSmirnovTest.html |title=KolmogorovSmirnovTes|access-date= 18 June 2019}}</ref>
* [[Java (programming language)|Java]] has an implementation of this test provided by [[Apache Commons]]<ref>{{cite web |url=https://commons.apache.org/proper/commons-math/javadocs/api-3.5/org/apache/commons/math3/stat/inference/KolmogorovSmirnovTest.html |title=KolmogorovSmirnovTes|access-date= 18 June 2019}}</ref>
* [[KNIME]] has a node implementing this test based on the above Java implementation<ref>{{cite web |url=https://www.knime.com/whats-new-in-knime-37#new-statistics-nodes |title=New statistics nodes |access-date= 25 June 2020}}</ref>
* [[KNIME]] has a node implementing this test based on the above Java implementation<ref>{{cite web |url=https://www.knime.com/whats-new-in-knime-37#new-statistics-nodes |title=New statistics nodes |access-date= 25 June 2020}}</ref>
* [[StatsDirect]] (StatsDirect Ltd, Manchester, UK) implements [https://www.statsdirect.com/help/nonparametric_methods/smirnov.htm all common variants].
* [[StatsDirect]] (StatsDirect Ltd, Manchester, UK) implements [https://www.statsdirect.com/help/nonparametric_methods/smirnov.htm all common variants].
* [[Stata]] (Stata Corporation, College Station, TX) implements the test in ksmirnov (Kolmogorov–Smirnov equality-of-distributions test) command. <ref> {{ cite web |url=https://www.stata.com/manuals15/rksmirnov.pdf|title=ksmirnov — Kolmogorov –Smirnov equality-of-distributions test |access-date= 18 June 2019}} </ref>
* [[Stata]] (Stata Corporation, College Station, TX) implements the test in ksmirnov (Kolmogorov–Smirnov equality-of-distributions test) command. <ref> {{ cite web |url=https://www.stata.com/manuals15/rksmirnov.pdf|title=ksmirnov — Kolmogorov –Smirnov equality-of-distributions test |access-date= 18 June 2019}} </ref>
* [[PSPP]] implements the test in its [https://www.gnu.org/software/pspp/manual/html_node/KOLMOGOROV_002dSMIRNOV.html KOLMOGOROV-SMIRNOV (or using K-S shortcut] function.
* [[PSPP]] implements the test in its [https://www.gnu.org/software/pspp/manual/html_node/KOLMOGOROV_002dSMIRNOV.html KOLMOGOROV-SMIRNOV (or using K-S shortcut] function.
* [[Microsoft Excel|Excel]] runs the test as KSCRIT and KSPROB
* [[Microsoft Excel|Excel]] runs the test as KSCRIT and KSPROB <ref>{{cite web |url=http://www.real-statistics.com/tests-normality-and-symmetry/statistical-tests-normality-symmetry/kolmogorov-smirnov-test/|title=Kolmogorov-Smirnov Test for Normality Hypothesis Testing | access-date= 18 June 2019}}</ref>
==See also==
==See also==