{"id":357803,"date":"2017-01-25T13:56:28","date_gmt":"2017-01-25T21:56:28","guid":{"rendered":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/?post_type=msr-research-item&#038;p=357803"},"modified":"2018-10-16T20:01:09","modified_gmt":"2018-10-17T03:01:09","slug":"invariant-finitary-codes-finite-expected-square-root-coding-length","status":"publish","type":"msr-research-item","link":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/publication\/invariant-finitary-codes-finite-expected-square-root-coding-length\/","title":{"rendered":"An Invariant Of Finitary Codes With Finite Expected Square Root Coding Length"},"content":{"rendered":"<p>Let <span id=\"MathJax-Element-1-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-1\" class=\"math\"><span id=\"MathJax-Span-2\" class=\"mrow\"><span id=\"MathJax-Span-3\" class=\"mi\">p<\/span><\/span><\/span><\/span> and <span id=\"MathJax-Element-2-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-4\" class=\"math\"><span id=\"MathJax-Span-5\" class=\"mrow\"><span id=\"MathJax-Span-6\" class=\"mi\">q<\/span><\/span><\/span><\/span> be probability vectors with the same entropy <span id=\"MathJax-Element-3-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-7\" class=\"math\"><span id=\"MathJax-Span-8\" class=\"mrow\"><span id=\"MathJax-Span-9\" class=\"mi\">h<\/span><\/span><\/span><\/span>. Denote by <span id=\"MathJax-Element-4-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-10\" class=\"math\"><span id=\"MathJax-Span-11\" class=\"mrow\"><span id=\"MathJax-Span-12\" class=\"mi\">B<\/span><span id=\"MathJax-Span-13\" class=\"mo\">(<\/span><span id=\"MathJax-Span-14\" class=\"mi\">p<\/span><span id=\"MathJax-Span-15\" class=\"mo\">)<\/span><\/span><\/span><\/span> the Bernoulli shift indexed by <span id=\"MathJax-Element-5-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-16\" class=\"math\"><span id=\"MathJax-Span-17\" class=\"noError\">$\\Z$<\/span><\/span><\/span> with marginal distribution <span id=\"MathJax-Element-6-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-18\" class=\"math\"><span id=\"MathJax-Span-19\" class=\"mrow\"><span id=\"MathJax-Span-20\" class=\"mi\">p<\/span><\/span><\/span><\/span>. Suppose that <span id=\"MathJax-Element-7-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-21\" class=\"math\"><span id=\"MathJax-Span-22\" class=\"mrow\"><span id=\"MathJax-Span-23\" class=\"mi\">\u03d5<\/span><\/span><\/span><\/span> is a measure preserving homomorphism from <span id=\"MathJax-Element-8-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-24\" class=\"math\"><span id=\"MathJax-Span-25\" class=\"mrow\"><span id=\"MathJax-Span-26\" class=\"mi\">B<\/span><span id=\"MathJax-Span-27\" class=\"mo\">(<\/span><span id=\"MathJax-Span-28\" class=\"mi\">p<\/span><span id=\"MathJax-Span-29\" class=\"mo\">)<\/span><\/span><\/span><\/span> to <span id=\"MathJax-Element-9-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-30\" class=\"math\"><span id=\"MathJax-Span-31\" class=\"mrow\"><span id=\"MathJax-Span-32\" class=\"mi\">B<\/span><span id=\"MathJax-Span-33\" class=\"mo\">(<\/span><span id=\"MathJax-Span-34\" class=\"mi\">q<\/span><span id=\"MathJax-Span-35\" class=\"mo\">)<\/span><\/span><\/span><\/span>. We prove that if the coding length of <span id=\"MathJax-Element-10-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-36\" class=\"math\"><span id=\"MathJax-Span-37\" class=\"mrow\"><span id=\"MathJax-Span-38\" class=\"mi\">\u03d5<\/span><\/span><\/span><\/span> has a finite 1\/2 moment, then <span id=\"MathJax-Element-11-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-39\" class=\"math\"><span id=\"MathJax-Span-40\" class=\"mrow\"><span id=\"MathJax-Span-41\" class=\"msubsup\"><span id=\"MathJax-Span-42\" class=\"mi\">\u03c3<\/span><span id=\"MathJax-Span-43\" class=\"mn\">2<\/span><span id=\"MathJax-Span-44\" class=\"mi\">p<\/span><\/span><span id=\"MathJax-Span-45\" class=\"mo\">=<\/span><span id=\"MathJax-Span-46\" class=\"msubsup\"><span id=\"MathJax-Span-47\" class=\"mi\">\u03c3<\/span><span id=\"MathJax-Span-48\" class=\"mn\">2<\/span><span id=\"MathJax-Span-49\" class=\"mi\">q<\/span><\/span><\/span><\/span><\/span>, where <span id=\"MathJax-Element-12-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-50\" class=\"math\"><span id=\"MathJax-Span-51\" class=\"mrow\"><span id=\"MathJax-Span-52\" class=\"msubsup\"><span id=\"MathJax-Span-53\" class=\"mi\">\u03c3<\/span><span id=\"MathJax-Span-54\" class=\"mn\">2<\/span><span id=\"MathJax-Span-55\" class=\"mi\">p<\/span><\/span><span id=\"MathJax-Span-56\" class=\"mo\">=<\/span><span id=\"MathJax-Span-57\" class=\"munderover\"><span id=\"MathJax-Span-58\" class=\"mo\">\u2211<\/span><span id=\"MathJax-Span-59\" class=\"mi\">i<\/span><\/span><span id=\"MathJax-Span-60\" class=\"msubsup\"><span id=\"MathJax-Span-61\" class=\"mi\">p<\/span><span id=\"MathJax-Span-62\" class=\"mi\">i<\/span><\/span><span id=\"MathJax-Span-63\" class=\"mo\">(<\/span><span id=\"MathJax-Span-64\" class=\"mo\">\u2212<\/span><span id=\"MathJax-Span-65\" class=\"mi\">log<\/span><span id=\"MathJax-Span-66\" class=\"mo\"><\/span><span id=\"MathJax-Span-67\" class=\"msubsup\"><span id=\"MathJax-Span-68\" class=\"mi\">p<\/span><span id=\"MathJax-Span-69\" class=\"mi\">i<\/span><\/span><span id=\"MathJax-Span-70\" class=\"mo\">\u2212<\/span><span id=\"MathJax-Span-71\" class=\"mi\">h<\/span><span id=\"MathJax-Span-72\" class=\"msubsup\"><span id=\"MathJax-Span-73\" class=\"mo\">)<\/span><span id=\"MathJax-Span-74\" class=\"mn\">2<\/span><\/span><\/span><\/span><\/span> is the {\\dof informational variance} of <span id=\"MathJax-Element-13-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-75\" class=\"math\"><span id=\"MathJax-Span-76\" class=\"mrow\"><span id=\"MathJax-Span-77\" class=\"mi\">p<\/span><\/span><\/span><\/span>. In this result, which sharpens a theorem of Parry (1979), the 1\/2 moment cannot be replaced by a lower moment. On the other hand, for any <span id=\"MathJax-Element-14-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-78\" class=\"math\"><span id=\"MathJax-Span-79\" class=\"mrow\"><span id=\"MathJax-Span-80\" class=\"mi\">\u03b8<\/span><span id=\"MathJax-Span-81\" class=\"mo\"><<\/span><span id=\"MathJax-Span-82\" class=\"mn\">1<\/span><\/span><\/span><\/span>, we exhibit probability vectors <span id=\"MathJax-Element-15-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-83\" class=\"math\"><span id=\"MathJax-Span-84\" class=\"mrow\"><span id=\"MathJax-Span-85\" class=\"mi\">p<\/span><\/span><\/span><\/span> and <span id=\"MathJax-Element-16-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-86\" class=\"math\"><span id=\"MathJax-Span-87\" class=\"mrow\"><span id=\"MathJax-Span-88\" class=\"mi\">q<\/span><\/span><\/span><\/span> that are not permutations of each other, such that there exists a finitary isomorphism <span id=\"MathJax-Element-17-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-89\" class=\"math\"><span id=\"MathJax-Span-90\" class=\"mrow\"><span id=\"MathJax-Span-91\" class=\"mi\">\u03a6<\/span><\/span><\/span><\/span> from <span id=\"MathJax-Element-18-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-92\" class=\"math\"><span id=\"MathJax-Span-93\" class=\"mrow\"><span id=\"MathJax-Span-94\" class=\"mi\">B<\/span><span id=\"MathJax-Span-95\" class=\"mo\">(<\/span><span id=\"MathJax-Span-96\" class=\"mi\">p<\/span><span id=\"MathJax-Span-97\" class=\"mo\">)<\/span><\/span><\/span><\/span> to <span id=\"MathJax-Element-19-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-98\" class=\"math\"><span id=\"MathJax-Span-99\" class=\"mrow\"><span id=\"MathJax-Span-100\" class=\"mi\">B<\/span><span id=\"MathJax-Span-101\" class=\"mo\">(<\/span><span id=\"MathJax-Span-102\" class=\"mi\">q<\/span><span id=\"MathJax-Span-103\" class=\"mo\">)<\/span><\/span><\/span><\/span>where the coding lengths of <span id=\"MathJax-Element-20-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-104\" class=\"math\"><span id=\"MathJax-Span-105\" class=\"mrow\"><span id=\"MathJax-Span-106\" class=\"mi\">\u03a6<\/span><\/span><\/span><\/span> and of its inverse have a finite <span id=\"MathJax-Element-21-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-107\" class=\"math\"><span id=\"MathJax-Span-108\" class=\"mrow\"><span id=\"MathJax-Span-109\" class=\"mi\">\u03b8<\/span><\/span><\/span><\/span> moment. We also present an extension to ergodic Markov chains.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Let p and q be probability vectors with the same entropy h. Denote by B(p) the Bernoulli shift indexed by $\\Z$ with marginal distribution p. Suppose that \u03d5 is a measure preserving homomorphism from B(p) to B(q). We prove that if the coding length of \u03d5 has a finite 1\/2 moment, then \u03c32p=\u03c32q, where \u03c32p=\u2211ipi(\u2212logpi\u2212h)2 [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":null,"msr_publishername":"Cambridge University Press","msr_publisher_other":"","msr_booktitle":"","msr_chapter":"","msr_edition":"","msr_editors":"","msr_how_published":"","msr_isbn":"","msr_issue":"","msr_journal":"Ergodic Theory and Dynamical 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