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The benefits of multivariate singular spectrum analysis over the univariate version
TLDR
We present a methodological comparison between the univariate and multivariate versions of SSA in terms of theoretical results and with application to currency exchange rates. Expand
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Tracking the US business cycle with a singular spectrum analysis
In this paper we resort to singular spectrum analysis to disentangle the US GDP into several underlying components of interest. The business cycle indicator yielded through this method is shown toExpand
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A weighted AMMI algorithm to study genotype-by-environment interaction and QTL-by-environment interaction
Genotype-by-environment (G × E) interaction (GEI) and quantitative trait locus (QTL)-by-environment interaction (QEI) are common phenomena in multiple-environment trials and represent a majorExpand
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New strategies to detect and understand genotype-by-environment interactions and QTL-by-environment interactions
Dissertacao para obtencao do Grau de Doutor em Estatistica e Gestao do Risco, especialidade em Estatistica
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Genetic and QTL analyses of yield and a set of physiological traits in pepper
An interesting strategy for improvement of a complex trait dissects the complex trait in a number of physiological component traits, with the latter having hopefully a simple genetic basis. TheExpand
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Yield Response of Winter Wheat to Agro-Ecological Conditions Using Additive Main Effects and Multiplicative Interaction and Cluster Analysis
Genetic improvement of crop performance is essential to increase yield. The aims of this paper are to present combined additive main effects and multiplicative interaction (AMMI) analysis and clusterExpand
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A comparison between Joint Regression Analysis and the Additive Main and Multiplicative Interaction model: the robustness with increasing amounts of missing data
This paper joins the main properties of joint regression analysis (JRA), a model based on the Finlay-Wilkinson regression to analyse multi-environment trials, and of the additive main effects andExpand
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Binary Operations on Orthogonal Models, Application to Prime Basis Factorials and Fractional Replicates
Commutative Jordan algebras (CJA) are used in the study of orthogonal models either simple or derived through model crossing and model nesting. Once normality is assumed, UMVUE are obtained forExpand
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Analyzing genotype-by-environment interaction using curvilinear regression
In the context of multi-environment trials, where a series of experiments is conducted across different environmental conditions, the analysis of the structure of genotype-by-environment interactionExpand
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