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(NOTE: Each chapter begins with an Introduction, and concludes with Exercises and References.) I. GETTING STARTED. 1. Aspects of Multivariate Analysis. Applications of Multivariate Techniques. The Organization of Data. D...

Bayesian Data Analysis describes how to conceptualize, perform, and critique statistical analyses from a Bayesian perspective. Using examples largely from the authors' own experiences, the book focuses on modern computat...

Rectified activation units (rectifiers) are essential for state-of-the-art neural networks. In this work, we study rectifier neural networks for image classification from two aspects. First, we propose a Parametric Recti...

UNLABELLED: The two main functions of bioinformatics are the organization and analysis of biological data using computational resources. Geneious Basic has been designed to be an easy-to-use and flexible desktop software...

UNLABELLED: Research over the last few years has revealed significant haplotype structure in the human genome. The characterization of these patterns, particularly in the context of medical genetic association studies, i...

Abstract The visual information on a scatterplot can be greatly enhanced, with little additional cost, by computing and plotting smoothed points. Robust locally weighted regression is a method for smoothing a scatterplot...

The standard bootstrap (SBS), despite being computationally intensive, is widely used in maximum likelihood phylogenetic analyses. We recently proposed the ultrafast bootstrap approximation (UFBoot) to reduce computing t...

Variable selection is fundamental to high-dimensional statistical modeling, including nonparametric regression. Many approaches in use are stepwise selection procedures, which can be computationally expensive and ignore ...

A novel and robust automated docking method that predicts the bound conformations of flexible ligands to macromolecular targets has been developed and tested, in combination with a new scoring function that estimates the...

Materias / palabras clave: Silhouette; Cluster analysis; Mathematics; Cluster (spacecraft); Graphical display; Interpretation (philosophy); Artificial intelligence; Pattern recognition (psychology); Plot (graphics); Computer science; Statistics; C...

This paper derives unbalanced versions of the tests statistics for first order serial correlation and random individual e®ects summarized in Sosa Escudero and Bera (2001), and updates their xttest1 routine. The derived ...

Presents a theoretically very simple, yet efficient, multiresolution approach to gray-scale and rotation invariant texture classification based on local binary patterns and nonparametric discrimination of sample and prot...

The purpose of model selection algorithms such as All Subsets, Forward Selection and Backward Elimination is to choose a linear model on the basis of the same set of data to which the model will be applied. Typically we ...

Materias / palabras clave: social sciences, computational economics, statistics, computers, education; Science: Mathematics: Instruments and machines: Electronic computers. Computer science; Social Sciences: Social sciences (General)

Materias / palabras clave: mathematics, statistics, data analysis, operational research, actuarial statistics, simulation; Social Sciences: Statistics; Science: Mathematics; Technology: Electrical engineering. Electronics. Nuclear engineering: Ele...

Materias / palabras clave: official statistics, applied statistics, mathematical statistics, computational statistics, statistical methods; Science: Mathematics: Probabilities. Mathematical statistics; Social Sciences: Statistics

Materias / palabras clave: applied mathematics, differential equations, dynamical systems, fractional calculus, numerical analysis, probability and statistics; Science: Mathematics: Probabilities. Mathematical statistics; Science: Mathematics: Ins...

Materias / palabras clave: statistics, bayesian methods, computational statistics, computational methods, data mining; Technology: Technology (General): Industrial engineering. Management engineering: Information technology; Science: Mathematics: ...

Materias / palabras clave: statistics, statistical software, statistical computing, computational statistics; Social Sciences: Statistics

Materias / palabras clave: bioinformatics, computational biology, statistics, pathology informatics, cancer research; Medicine: Internal medicine: Neoplasms. Tumors. Oncology. Including cancer and carcinogens

Materias / palabras clave: pure mathematics, operational research, applied mathematics, computational mathematics, statistics & data science; Social Sciences; Science: Mathematics; Technology: Technology (General): Industrial engineering. Manageme...

Materias / palabras clave: data science, computational mathematics, statistics, machine learning, applied science; Science: Science (General); Science: Mathematics: Probabilities. Mathematical statistics

Materias / palabras clave: mathematics, education mathematics, statistics, applied mathematics, computational mathematics, mathematics learning strategies; Science: Mathematics

Materias / palabras clave: computational social science, digital behavioral data, quantitative methods, social science, survey methodology, survey statistics; Social Sciences: Statistics