Testing the Validity of CV for Single-Plant Yield in the Absence of Competition as a Homeostasis Index
The coefficient of variation (CV) of yield may functionally be related to the mean. The expected exponential CV decline with increasing mean, i.e., the Taylor’s power law (TPL), is not always valid. Removal of this scale dependency allows for a scale-independent assessment of stability. The objectiv...
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Published in | Agronomy (Basel) Vol. 13; no. 1; p. 176 |
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Abstract | The coefficient of variation (CV) of yield may functionally be related to the mean. The expected exponential CV decline with increasing mean, i.e., the Taylor’s power law (TPL), is not always valid. Removal of this scale dependency allows for a scale-independent assessment of stability. The objective of this study was to interpret the validity of the homeostasis index (HI), i.e., the inverse CV value, suggested in breeding under nil competition as a selection criterion for progeny lines that oppose the acquired interplant variation. Data concerning the single-plant yield of various crops under a nil-competition regime were studies against the theoretical background of the above hypothesis. Simple correlations between logarithms of variances and respective means were used to assess the reliability of CV as a stability statistic in breeding trials under nil competition. A total of 8 of the 24 case analyses revealed a systematic variance dependence on the mean. The impact was more prevalent in experiments with extensive spatial heterogeneity and high CV scores. Conversion of variance to remove systematic dependence did not validate the CV~mean negative relationship. Because of variance dependence, caution is needed when interpreting the HI as a stability index. Misuse of the HI may entail the risk of bias, upgrading or downgrading a progeny line in its ability to withstand acquired dissimilarity between plants. Testing the validity of the variance seems necessary, and the calculation of HI on a converted variance may enhance the accuracy of identifying the most promising progeny lines. |
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AbstractList | The coefficient of variation (CV) of yield may functionally be related to the mean. The expected exponential CV decline with increasing mean, i.e., the Taylor’s power law (TPL), is not always valid. Removal of this scale dependency allows for a scale-independent assessment of stability. The objective of this study was to interpret the validity of the homeostasis index (HI), i.e., the inverse CV value, suggested in breeding under nil competition as a selection criterion for progeny lines that oppose the acquired interplant variation. Data concerning the single-plant yield of various crops under a nil-competition regime were studies against the theoretical background of the above hypothesis. Simple correlations between logarithms of variances and respective means were used to assess the reliability of CV as a stability statistic in breeding trials under nil competition. A total of 8 of the 24 case analyses revealed a systematic variance dependence on the mean. The impact was more prevalent in experiments with extensive spatial heterogeneity and high CV scores. Conversion of variance to remove systematic dependence did not validate the CV~mean negative relationship. Because of variance dependence, caution is needed when interpreting the HI as a stability index. Misuse of the HI may entail the risk of bias, upgrading or downgrading a progeny line in its ability to withstand acquired dissimilarity between plants. Testing the validity of the variance seems necessary, and the calculation of HI on a converted variance may enhance the accuracy of identifying the most promising progeny lines. |
Author | Pankou, Chrysanthi I. Papathanasiou, Fokion Sistanis, Iosif Vrochidis, Iordanis Vlachostergios, Dimitrios N. Tokatlidis, Ioannis S. Sinapidou, Evaggelia |
Author_xml | – sequence: 1 givenname: Ioannis S. orcidid: 0000-0003-0058-1696 surname: Tokatlidis fullname: Tokatlidis, Ioannis S. – sequence: 2 givenname: Iordanis surname: Vrochidis fullname: Vrochidis, Iordanis – sequence: 3 givenname: Iosif orcidid: 0000-0002-9193-2852 surname: Sistanis fullname: Sistanis, Iosif – sequence: 4 givenname: Chrysanthi I. orcidid: 0000-0003-2144-4391 surname: Pankou fullname: Pankou, Chrysanthi I. – sequence: 5 givenname: Evaggelia orcidid: 0000-0003-0840-4547 surname: Sinapidou fullname: Sinapidou, Evaggelia – sequence: 6 givenname: Fokion orcidid: 0000-0001-7340-1276 surname: Papathanasiou fullname: Papathanasiou, Fokion – sequence: 7 givenname: Dimitrios N. surname: Vlachostergios fullname: Vlachostergios, Dimitrios N. |
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SubjectTerms | acquired dissimilarity Agricultural production agronomy Breeding Coefficient of variation Competition Cotton Crops Cultivars Data acquisition Efficiency Heterogeneity Homeostasis Hypotheses interplant variation intragenotype competition Mathematical analysis Mean Offspring Progeny Reliability analysis risk Source studies Spatial heterogeneity spatial variation Stability analysis Validity Variance |
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