Variable Selection

Ecuaciones Taylor

Econometrics / Statistics / Variable Selection / Pca / Computational Statistics and Data Analysis

Data compression and regression based on local principal curves

Data Compression / Variable Selection / Multivariate Regression

Dimensionality reduction via sparse support vector machines

Machine Learning / Linear Model / Variable Selection / Drug Design / Support vector machine / General Linear Model / Pattern Search / Correlation coefficient / Side Effect / The Machine / Nonlinear Model / Synthetic Data Generation / Attribute Selection / General Linear Model / Pattern Search / Correlation coefficient / Side Effect / The Machine / Nonlinear Model / Synthetic Data Generation / Attribute Selection

Oral diseases and socio-economic status (SES)

Dentistry / Health Behavior / Global Health / United Nations / Human Development / Risk Taking / Social Class / Humans / Child / Periodontal Disease / Variable Selection / Female / Dental Caries / Male / Regression Analysis / Infant / Human development index / Income / Incidence / Oral Cancer / Population Growth / Risk factors / Multiple Regression / Mouth Neoplasms / Adult / Infant Mortality / Periodontal Diseases / World Health Organization / Educational Status / Correlation coefficient / Risk Factors / Socio Economic Status / Food and Agriculture Organization / Data Extraction / Risk Taking / Social Class / Humans / Child / Periodontal Disease / Variable Selection / Female / Dental Caries / Male / Regression Analysis / Infant / Human development index / Income / Incidence / Oral Cancer / Population Growth / Risk factors / Multiple Regression / Mouth Neoplasms / Adult / Infant Mortality / Periodontal Diseases / World Health Organization / Educational Status / Correlation coefficient / Risk Factors / Socio Economic Status / Food and Agriculture Organization / Data Extraction

Dimensionality reduction via sparse support vector machines

Machine Learning / Linear Model / Variable Selection / Drug Design / Support vector machine / General Linear Model / Pattern Search / Correlation coefficient / Side Effect / The Machine / Nonlinear Model / Synthetic Data Generation / Attribute Selection / General Linear Model / Pattern Search / Correlation coefficient / Side Effect / The Machine / Nonlinear Model / Synthetic Data Generation / Attribute Selection

Diagnostic Measures for Model Criticism

Econometrics / Statistics / Variable Selection / Goodness of Fit / Outlier detection / Bayesian hierarchical model / General Linear Model / Score Function / Bayesian hierarchical model / General Linear Model / Score Function

Semiparametric Regression of Multidimensional Genetic Pathway Data: Least-Squares Kernel Machines and Linear Mixed Models

Genetics / Algorithms / Statistics / Biometrics / Support Vector Machines / Prostate Cancer / Biometry / Gene expression / Linear models / Signal Transduction / Computer Simulation / Variable Selection / Regression Analysis / Nonparametric Regression / Sample Size / REML / Sensitivity and Specificity / Semiparametric Regression / Proteome / Restricted Maximum Likelihood / Kernel Function / Gene expression profiling / Prostate Cancer / Biometry / Gene expression / Linear models / Signal Transduction / Computer Simulation / Variable Selection / Regression Analysis / Nonparametric Regression / Sample Size / REML / Sensitivity and Specificity / Semiparametric Regression / Proteome / Restricted Maximum Likelihood / Kernel Function / Gene expression profiling

Supervised Compression of Multivariate Time Series Data

Signal Processing / Time Series / Data Compression / Feature Selection / Multivariate Time Series / Variable Selection / Supervised Learning / Prediction error / Learning Theory / Time Series Data / Historical Data / Information Loss / Statistical Model / Signal Reconstruction / Physical Properties / Variable Selection / Supervised Learning / Prediction error / Learning Theory / Time Series Data / Historical Data / Information Loss / Statistical Model / Signal Reconstruction / Physical Properties

Application of non parametric empirical bayes estimation to high dimensional classification

Machine Learning / Variable Selection / Naive Bayes Classifier / Microarray Data

Una comparación entre métodos estadísticos clásicos y técnicas metaheurísticas en el modelamiento estadístico

Genetic Algorithm / Variable Selection

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