Please use this identifier to cite or link to this item:
標題: 盒鬚圖與百分位數之區域試驗穩定性分析
Stability Analysis of Regional Trials with Box-plot and Percentile Concept
作者: Kai-Chieh Hu
關鍵字: Regional trials;Stability analysis;Box-plot;Percentile;區域試驗;穩定性分析;盒鬚圖;百分位數
引用: Becker, H. C. 1981. Correlations among some statistical measures of phenotypic stability. Euphytica 30: 835–840. Becker, H. C. and J. Leon. 1988. Stability analysis in plant breeding. Plant Breeding 101: 1–23. Eberhart, S. A. and W. A. Russell. 1966. Stability parameters for comparing varieties. Crop Sci. 6: 36–40. Finlay, K. W. and G. N. Wilkinson. 1963. The analysis of adaptation in a plant-breeding programme. Aust. J. Agric. Res. 14: 742–754. Fox, P. N., B. Skovmand, B. K. Thompson, H. J. Braun and R. Cormier. 1990. Yield and adaptation of hexaploid spring triticale. Euphytica 47: 57–64. Francis, T. R. and L. W. Kannenberg. 1978. Yield stability analysis studies in short-season maize. I. A descriptive method for grouping genotypes. Can. J. Plant Sci. 58: 1029–1034. Glover, T. and K. Mitchell. 2008. An introduction to biostatistics. 2nd ed. Waveland Press, Long Grove, IL. 21–22 pp. Huhn, M. 1979. Beitrage zur erfassung der phanotypischen stabilitat. I. Vorschlag einiger auf ranginformationen beruhenden stabilitatsparameter. EDV in Medizin und Biologie 10: 112–117. Lin, C. S., M. R. Binns and L. P. Lefkovitch. 1986. Stability analysis: Where do we stand? Crop Sci. 26: 894–900. Lin, C. S. and M. R. Binns. 1988. A superiority measure of cultivar performance for cultivar × location data. Can. J. Plant Sci. 68: 193–198. Mahler, K. A. and D. L. Auld, N. L. 1989. National Winter Rapeseed Variety Trial 1988-89. Idaho Agric. Exp. Stn. Misc. Ser. No. 130. Nassar, R. and M. Huhn. 1987. Studies on estimation of phenotypic stability: Test of significance for nonparametric measures of phenotypic stability. Biometrics 43: 45–53. Perkins, J. M. and J. L. Jinks. 1968. Environmental and genotype-environmental components of variability. III. Multiple line and crosses. Heredity 23: 339–356. Roemer, T. 1917. Sind die ertragreichen sorten ertragssicherer? Mitt. Deut. Landwirt. Ges. 32: 87–89. Tollenaar, M. and E. A. Lee. 2002. Yield potential, yield stability and stress tolerance in maize. Field Crops Res. 75: 161–169. Wricke, G. 1962. Uber eine method zur erfassung der okologischen streubreite in feldversuchen. Z. Pflanzenzuchtg 47: 92–96. Yan, W., M. S. Kang, B. Ma, S. Woods and P. L. Cornelius. 2007. GGE biplot vs. AMMI analysis of genotype-by-environment data. Crop Sci. 47: 641–653.

There are two characteristics in some of the current stability statistics for regional trials. First, either the arithmetic mean or the maximum in statistics is used as a reference point to measure variability of each genotype by considering the distance between each observation and the reference point. However, these are greatly influenced by outliers. If there are any outliers, they do not adequately reflect the expected yield in different environments. Second, when the variances in different environments are not homogeneous, there is a biased estimate of the stability of each genotype. Generally, an environment with larger variance will have more weight in the variance of each genotype. In order to solve the difficulty of the measure of variability which is greatly influenced by outliers and the problem of the biased estimate of the stability of each genotype in the heterogeneous of variance in different environments, the thesis develops robust stability statistics with the concept of box-plot and percentile for crop breeders to select high-yielding and stable cultivars in the regional trials.
其他識別: U0005-1407201408505800
Rights: 不同意授權瀏覽/列印電子全文服務
Appears in Collections:農藝學系

Files in This Item:
File Description SizeFormat Existing users please Login
nchu-103-7101031301-1.pdf1.09 MBAdobe PDFThis file is only available in the university internal network    Request a copy
Show full item record
TAIR Related Article

Google ScholarTM


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.