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基于Bootstrap方法对简单随机序问题的多总体检验 被引量:1
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作者 张建玲 张忠占 张赛茵 《系统科学与数学》 CSCD 北大核心 2014年第8期950-959,共10页
简单随机序是在概率分布意义下比较随机变量的大小,被用于许多领域.两总体简单随机序的检验问题已经有了很多的研究成果,但对多总体情况下简单随机序检验问题的研究却很少.文章考虑多总体情况下简单随机序的检验问题,利用分布函数的保... 简单随机序是在概率分布意义下比较随机变量的大小,被用于许多领域.两总体简单随机序的检验问题已经有了很多的研究成果,但对多总体情况下简单随机序检验问题的研究却很少.文章考虑多总体情况下简单随机序的检验问题,利用分布函数的保序回归估计构造出检验统计量,给出了检验统计量在原假设下的渐近分布;同时,利用Bootstrap方法给出了计算临界值和p值的方法,并通过Monte Carlo模拟来说明文章所提出方法的可实现性和优良表现. 展开更多
关键词 简单随机序 回归估计 假设检验 Bootstrap方法.
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Discriminating ability of molecular markers and morphological characterization in the establishment of genetic relationships in cultivated genotypes of almond and related wild species
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作者 Karim Sorkheh Behrouz Shiran +7 位作者 Soghra Kiani Nazanin Amirbakhtiar Sadegh Mousavi Vahid Rouhi Shahram Mohammady-D Thomas M.Gradziel Lyudmyla V.Malysheva-Otto Pedro Martínez-Gómez 《Journal of Forestry Research》 SCIE CAS CSCD 2009年第A3期183-194,285,共13页
A total 23 morphological traits, 19 AFLP-primer combinations, 80 RAPD primers and 32 SSR primer pair were used to compare the informativeness and efficiency of random amplified polymorphic DNA (RAPD), amplified fragme... A total 23 morphological traits, 19 AFLP-primer combinations, 80 RAPD primers and 32 SSR primer pair were used to compare the informativeness and efficiency of random amplified polymorphic DNA (RAPD), amplified fragment length polymorphism (AFLP) and simple sequence repeat (SSR) markers in establishing genetic relationships among 29 almond cultivars and three related wild species. SSRs presented a high level of polymorphism and greater information content, as assessed by the expected hetrozygosity, compared to AFLPs and RAPDs. The lowest values of expected hetrozygosity were obtained for AFLPs; however AFLPs showed the highest efficiency, owing to their capacity to reveal large numbers of bands per reaction, which led to high values for various types of indices of diversity. All the three techniques discriminated almond genotypes very effectively, except that SSRs failed to discriminate between ‘Monagha’ and ‘Sefied’ almond genotypes. The correlation coefficients of similarity were statistically significant for all the three marker systems, but were lower for the SSR data than for RAPDs and AFLPs. For all the markers, high similarity in dendrogram topologies was obtained, although some differences were observed. All the dendrograms, including that obtained by the combined use of all the marker data, reflect relationships for most of cultivars according to their geographic diffusion. AMOVA detected more variation among cultivated and related wild species of almond within each geographic group. Bootstrap analysis revealed that the number of markers used was sufficient for reliable estimation of genetic similarity and for meaningful comparisons of marker types. 展开更多
关键词 Amplified Fragment Length Polymorphisms (AFLPs) Random Amplified Polymorphic DNA (RAPDs) Simple-Sequence Repeats (SSRs) germplasm genetic relationships breeding prunus dulcis
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