{"title":"基于马尔可夫链模型的遗传文本记忆实验研究","authors":"B. Ryabko, N. Usotskaya","doi":"10.1109/SIBIRCON.2008.4602593","DOIUrl":null,"url":null,"abstract":"The statistical structure of DNA-sequences is of a great interest to molecular biology, genetics and theory of evolution. One of the approaches is sequence modeling using Markov processes of different orders, and further statistical estimation of their parameters. This approach is evolved in the paper and the test for serial independence, suggested by Ryabko, Astola (Stat. Methodology, 2006), is used to investigate the genetic text ldquomemoryrdquo (or connectivity) in order to determine, if it stabilizes or not while the length of the considered genetic text part is increasing.","PeriodicalId":295946,"journal":{"name":"2008 IEEE Region 8 International Conference on Computational Technologies in Electrical and Electronics Engineering","volume":"118 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Experimental investigation of the genetic text memory using Markov chain models\",\"authors\":\"B. Ryabko, N. Usotskaya\",\"doi\":\"10.1109/SIBIRCON.2008.4602593\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The statistical structure of DNA-sequences is of a great interest to molecular biology, genetics and theory of evolution. One of the approaches is sequence modeling using Markov processes of different orders, and further statistical estimation of their parameters. This approach is evolved in the paper and the test for serial independence, suggested by Ryabko, Astola (Stat. Methodology, 2006), is used to investigate the genetic text ldquomemoryrdquo (or connectivity) in order to determine, if it stabilizes or not while the length of the considered genetic text part is increasing.\",\"PeriodicalId\":295946,\"journal\":{\"name\":\"2008 IEEE Region 8 International Conference on Computational Technologies in Electrical and Electronics Engineering\",\"volume\":\"118 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-07-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2008 IEEE Region 8 International Conference on Computational Technologies in Electrical and Electronics Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SIBIRCON.2008.4602593\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 IEEE Region 8 International Conference on Computational Technologies in Electrical and Electronics Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SIBIRCON.2008.4602593","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Experimental investigation of the genetic text memory using Markov chain models
The statistical structure of DNA-sequences is of a great interest to molecular biology, genetics and theory of evolution. One of the approaches is sequence modeling using Markov processes of different orders, and further statistical estimation of their parameters. This approach is evolved in the paper and the test for serial independence, suggested by Ryabko, Astola (Stat. Methodology, 2006), is used to investigate the genetic text ldquomemoryrdquo (or connectivity) in order to determine, if it stabilizes or not while the length of the considered genetic text part is increasing.
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