Data/hora: 24/06/2024 01:04:45

Biblioteca(s): | Embrapa Florestas.
Tipo da produção científica: | Documentos
Data corrente: | 14/07/2004
Data da última atualização: | 31/07/2017
Autoria: | RESENDE, M. D. V. de; THOMPSON, R.
Afiliação: | Resende, Pesquisador da Embrapa Florestas.
Título: | Multivariate spatial statistical analysis of multiple experiments and longitudinal data.
Ano de publicação: | 2003
Fonte/Imprenta: | Colombo: Embrapa Florestas, 2003.
Páginas: | 126 p.
Série: | (Embrapa Florestas. Documentos, 90).
ISSN: | 1517-536X

Idioma:

Inglês
Português

Conteúdo: | Multivariate Spatial Statistical Analysis of Longitudinal Data. Introduction. Description of Models. General Linear Mixed Model and REML Estimation. Univariate Spatial Models for Individual Annual Measures on each Trial. Longitudinal Non-Spatial Models for Several Measures on each Trial. Longitudinal Spatial Models for Repeated Measures on each Trial. Model Fitting Procedure and Model Comparisons. Applications. Univariate Spatial Models for Individual Annual Measures on each Trial. Longitudinal Non-Spatial Models for Several Measures on each Trial. Longitudinal Spatial Models for Repeated Measures on each Trial. Conclusions. Factor Analytic Multiplicative Mixed Models in the Analysis of Multiple Experiments. Introduction. Factor Analytic Models. General Linear Mixed Model and REML Estimation of Factor Analytic, Multivariate and Spatial Models. Constraints and Rotation on Loadings and interpretation of Environmental Loadings and Factorial Scores. Goodness of Fit, Model Comparison and Fitting Procedure. Applications. Eucalypt Data Set. Tea Plant Data Set. Conclusions. Analysis of Interference and Environmental Trend in Field Trials by Joint Modelling of Competition and Spatial Variability. Introduction. Competition Models. Phenotypic Interference. Genotypic Interference. Joint Modelling of Competition Effects and Fertility Trends. Competition Models in Perennial Crops and Forest Trees. Proposed Competition and Spatial Models for Perennial Plants. Competition and Spatial Model for Single Tree Plot Design (Four Neighbours). Competition Model for Single Tree Plot Design (Eight Neighbours). Competition and Spatial Model for Multiple Tree Plot Design (Four Neighbours). Competition and Spatial Model for Multiple Tree Plot Design (Eight Neighbours). Generalised Competition and Spatial Model. Phenotypic Competition and Spatial Model. Missing Plant Effects. Profile Likelihood and Generalisation of REML (GREML). Estimation/Prediction Procedures and Software. Applications to Experimental Data. General Results from Five Different Species. Phenotypic Competition Models via Profile Likelihood in Sugarcane. Genotypic and Phenotypic Competition Models in Eucalyptus maculata. Genotypic and Phenotypic Competition Models in Pinus. Conclusions. References.
Palavras-Chave: | Análiese Estatística - Planta; Análise Multivariada - Panta; Analises estatística; BLUP; Management; Melhoramento genético; Melhoramentp; Method; Métodos; Plant; Planta-melhoramento; Plants; REML; Seleção- método; Selection.
Thesagro: | Análise Estatística; Genética; Melhoramento; Melhoramento Genético Vegetal; Método; Método Estatístico; Planta; Seleção.
Thesaurus Nal: | statistical analysis.
Categoria do assunto: | --
URL: | http://ainfo.cnptia.embrapa.br/digital/bitstream/item/162207/1/Doc-90.pdf
Registro original: | Embrapa Florestas (CNPF)

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