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Principal Component Analysis

Sparse ICA via cluster-wise PCA

Engineering / Principal Component Analysis / Independent Component Analysis / Neurocomputing / K Means
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Genomic prediction based on data from three layer lines: a comparison between linear methods

Technology / Genomics / Principal Component Analysis / Breeding / Linear models / Biological Sciences / Female / Animals / Regression Analysis / Genome / Pedigree / Eggs / Genotype / Chickens / Bayes Theorem / Biological Sciences / Female / Animals / Regression Analysis / Genome / Pedigree / Eggs / Genotype / Chickens / Bayes Theorem
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Segmented Principal Component Transform–Partial Least Squares regression

Analytical Chemistry / Principal Component Analysis / Cross Validation / Distributed Environment
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An electro-physiological temporal principal component analysis of processing stages of number comparison in developmental dyscalculia

Psychology / Cognitive Science / Cognitive development / Principal Component Analysis / Numerical Cognition / Executive Control / Cognitive Process / Executive Control / Cognitive Process
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Employment of morphometric variables to assess nutritional condition of Argentine anchovy larvae Engraulis anchoita Hubbs & Marini, 1935 Empleo de variables morfométricas para determinar la condición nutricional de larvas de anchoíta Argentina Engraulis anchoita Hubbs & Marini, 1935

Principal Component Analysis / Density dependence / Growth rate / Growth Curve / Coastal Area
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Piecewise multivariate modelling of sequential metabolic profiling data

Metabolism / Computational Biology / Time Series / Kinetics / Principal Component Analysis / Systems Biology / Multivariate Analysis / Biological Sciences / Computer Simulation / Mathematical Sciences / Multivariate Time Series / Animals / BMC Bioinformatics / Time Series Data / Biological systems / Rats / Time Factors / Dynamic Response / Reference Values / Time Course / Predictive value of tests / Systems Biology / Multivariate Analysis / Biological Sciences / Computer Simulation / Mathematical Sciences / Multivariate Time Series / Animals / BMC Bioinformatics / Time Series Data / Biological systems / Rats / Time Factors / Dynamic Response / Reference Values / Time Course / Predictive value of tests
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Piecewise multivariate modelling of sequential metabolic profiling data

Metabolism / Computational Biology / Time Series / Kinetics / Principal Component Analysis / Systems Biology / Multivariate Analysis / Biological Sciences / Computer Simulation / Mathematical Sciences / Multivariate Time Series / Animals / BMC Bioinformatics / Time Series Data / Biological systems / Rats / Time Factors / Dynamic Response / Reference Values / Time Course / Predictive value of tests / Systems Biology / Multivariate Analysis / Biological Sciences / Computer Simulation / Mathematical Sciences / Multivariate Time Series / Animals / BMC Bioinformatics / Time Series Data / Biological systems / Rats / Time Factors / Dynamic Response / Reference Values / Time Course / Predictive value of tests
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Human calcanei from the Middle Pleistocene site of Sima de los Huesos (Sierra de Atapuerca, Burgos, Spain)

Evolutionary Biology / Archaeology / Anthropology / Human Evolution / Principal Component Analysis / Adolescent / Spain / Estimation of Stature / Humans / Child / Atapuerca / Fossils / Female / Male / Middle Pleistocene / Sima de los Huesos / Adult / Calcaneus / Homo neanderthalensis / Homo heidelbergensis / Stature and Sex Estimation / Foot fossils / Heel / Adolescent / Spain / Estimation of Stature / Humans / Child / Atapuerca / Fossils / Female / Male / Middle Pleistocene / Sima de los Huesos / Adult / Calcaneus / Homo neanderthalensis / Homo heidelbergensis / Stature and Sex Estimation / Foot fossils / Heel
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Robust functional principal components: A projection-pursuit approach

Stochastic Process / Econometrics / Statistics / Principal Component Analysis / Projection Pursuit / Simulation Study
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International NMR-Based Environmental Metabolomics Intercomparison Exercise

Principal Component Analysis / Metabolomics / International Cooperation / Magnetic Resonance Spectroscopy / Multidisciplinary / Environmental science and technology / Multivariate Analysis / Animals / Fishes / Environmental / Environment / Environmental science and technology / Multivariate Analysis / Animals / Fishes / Environmental / Environment
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Common functional principal components

Econometrics / Statistics / Principal Component Analysis / Sampling Theory / Eigenvalues / Simulation Study / Implied Volatility / Simulation Study / Implied Volatility
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A principal components approach to combining regression estimates

Cognitive Science / Machine Learning / Principal Component Analysis / Regression / Learning Model / Principal Components / Multiple model / Principal Components / Multiple model
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A Principal Components Approach to Combining Regression Estimates

Cognitive Science / Machine Learning / Principal Component Analysis / Regression / Learning Model / Principal Components / Multiple model / Principal Components / Multiple model
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Port Efficiency and International Trade: Port Efficiency as a Determinant of Maritime Transport Costs

Human Geography / International Trade / Principal Component Analysis / Applied Economics / Maritime / Business and Management / Statistical Significance / Latin American / Regional Security in Latin American Countries / Maritime Economics / Maritime Economics and Logistics / Productivity and Efficiency Measurement / Transport Costs / Public Policy / Business and Management / Statistical Significance / Latin American / Regional Security in Latin American Countries / Maritime Economics / Maritime Economics and Logistics / Productivity and Efficiency Measurement / Transport Costs / Public Policy
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Sponge-associated microbial Antarctic communities exhibiting antimicrobial activity against Burkholderia cepacia complex bacteria

Engineering / Technology / Principal Component Analysis / Biotechnology / Cystic Fibrosis / Porifera / Biological Sciences / Phylogeny / Humans / Design studies / Volatile Organic Compounds / Animals / Antimicrobial activity / Polymerase Chain Reaction / Phylogenetic analysis / VOC / Anti-Bacterial Agents / Drug Stability / Burkholderia Cepacia Complex / Whole Body / Pathogenic Bacteria / Microbial community / Random amplified polymorphic DNA / Pseudoalteromonas / Porifera / Biological Sciences / Phylogeny / Humans / Design studies / Volatile Organic Compounds / Animals / Antimicrobial activity / Polymerase Chain Reaction / Phylogenetic analysis / VOC / Anti-Bacterial Agents / Drug Stability / Burkholderia Cepacia Complex / Whole Body / Pathogenic Bacteria / Microbial community / Random amplified polymorphic DNA / Pseudoalteromonas
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Principal component tests: applied to temporal gene expression data

Principal Component Analysis / Gene expression / Biological Sciences / Humans / Knowledge Discovery / Mathematical Sciences / Statistical Significance / Cluster Analysis / BMC Bioinformatics / Statistical Power / Reproducibility of Results / Permutation Test / Elliptical Distribution Family / Gene expression profiling / Gene Expression Data / Mathematical Sciences / Statistical Significance / Cluster Analysis / BMC Bioinformatics / Statistical Power / Reproducibility of Results / Permutation Test / Elliptical Distribution Family / Gene expression profiling / Gene Expression Data
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