Factor Analysis of Components of Yield in Guar1
- G. J. Seiler and
- R. E. Stafford2
To determine the potential of genetically different lines and cultivars of guar [Cyamposis tetragonoloba (L.) Taub.], breeders must observe many different characteristics in their breeding and selection programs. Factor analysis is a type of multivariate analysis that can be used to reduce a large number of correlated variables to a smaller number of main factors, thus helping to elucidate the number and nature of causative influences and aiding in the selection of better genotypes. The objective of this study was to use factor analysis to determine the dependence relationship between 10 components of yield and morphological characteristics of 12 field-grown guar genotypes from three locations. Principal factor analysis was used for factor extraction and varimax rotation was used to uniquely define factors. Four factors adequately accounted for most of the intercorrelations. Grams of seed/plant, number of pods/plant, number of seeds/plant, and number of racemes/plant constituted the productivity per plant factor (Factor 1). Factor 2 was considered a branchingproductivity factor consisting of number of primary branches and number of pods/raceme. Factor 3, a growth factor, consisted of plant height and number of nodes/plant. Factor 4 was considered a yield per unit area factor, and consisted of variables concerned with number of seeds/pod and wt/100 seeds. Factor analysis reduced a large number of correlated variables to a small number of main factors and also clarified the relationship between correlated characters in the dependence structure. This study indicated that selection of variables concerned with productivity per plant (Factor 1), and yield per unit of area (Factor 4) should enable breeders to better realize the desired gains in seed yield of guar.Please view the pdf by using the Full Text (PDF) link under 'View' to the left.
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