Wiley Series In Computational Statistics Series

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Multivariate Nonparametric Regression and Visualization: With R and Applications to Finance

A modern approach to statistical learning and  its applications through visualization methods ...

An Introduction to Statistical Computing: A Simulation-based Approach

A comprehensive introduction to sampling-based methods in statistical computing The use of...

Understanding Computational Bayesian Statistics

A hands-on introduction to computational statistics from a Bayesian point of view Providing a...

Graphical Models: Representations for Learning, Reasoning and Data Mining

Graphical Models (2nd ed.)

Representations for Learning, Reasoning and Data Mining

Graphical models are of increasing importance in applied statistics, and in particular in data...

Bayesian Modeling Using WinBUGS

A hands-on introduction to the principles of Bayesian modeling using WinBUGS Bayesian Modeling...

Handbook of Computational Econometrics

Handbook of Computational Econometrics examines the state of the art of computational econometrics...

Computational Statistics

This new edition continues to serve as a comprehensive guide to modern and classical methods of...

Data Mining and Statistics for Decision Making

Data mining is the process of automatically searching large volumes of data for models and patterns...

Statistical and Machine Learning Approaches for Network Analysis

Explore the multidisciplinary nature of complex networks through machine learning techniques ...

Symbolic Data Analysis: Conceptual Statistics and Data Mining

Symbolic Data Analysis

Conceptual Statistics and Data Mining

With the advent of computers, very large datasets have become routine. Standard statistical methods...