Statistical and Adaptive Signal Processing Spectral Estimation, Signal Modeling, Adaptive Filtering and Array Processing

This authoritative volume on statistical and adaptive signal processing offers you a unified, comprehensive and practical treatment of spectral estimation, signal modeling, adaptive filtering, and array processing. Packed with over 3,000 equations and mor...

 Statistical Techniques for Data Analysis

Since the first edition of this book appeared, computers have come to the aid of modern experimenters and data analysts, bringing with them data analysis techniques that were once beyond the calculational reach of even professional statisticians. Today, s...

 Statistical Mechanics of Disordered Systems A Mathematical Pespective

Our mathematical understanding of the statistical mechanics of disordered systems is going through a period of stunning progress. This self-contained book is a graduate-level introduction for mathematicians and for physicists interested in the mathematica...

 Handbook of Statistical Distributions with Applications

Using table values, important formulas, and statistical distribution results, this handbook presents both common and specialized probability distribution models as well as applications with practical examples. It provides comprehensive coverage of plots o...

 Mathematical Finance: Core Theory, Problems and Statistical Algorithms

Written in a rigorous yet logical and easy to use style, spanning a range of disciplines, including business, mathematics, finance and economics, this comprehensive textbook offers a systematic, self-sufficient yet concise presentation of the main topics ...

 Statistical Analysis and Optimization for VLSI Timing and Power

Statistical Analysis and Optimization For VLSI: Timing and Power is a state-of-the-art book on the newly emerging field of statistical computer-aided design (CAD) tools. The very latest research in statistical timing and power analysis techniques is inclu...

 Developing Statistical Software in FORTRAN 95

Many books teach computational statistics. Until now, however, none has shown how to write a good program. This book gives statisticians, biostatisticians and methodologically-oriented researchers the tools they need to develop high-quality statistical so...

 Statistical Analysis with Excel for Dummies

This book makes it easy to crunch numbers and interpret statistics with Excel, even for the math-challenged Using plain English and real-life examples, the author provides information that will help readers improve their performance on the job or in th...

 Bayesian Nonparametrics Via Neural Networks

Bayesian Nonparametrics via Neural Networks is the first book to focus on neural networks in the context of nonparametric regression and classification, working within the Bayesian paradigm. Its goal is to demystify neural networks, putting them firmly in...

 Statistical Pattern Recognition

Statistical pattern recognition is a very active area of study and research, which has seen many advances in recent years. New and emerging applications - such as data mining, web searching, multimedia data retrieval, face recognition, and cursive handwri...

  A Microsoft Excel Companion for Business Statistics

This manual/workbook provides step-by-step instructions for using Excel to solve most of the problems found in introductory business statistics. Numerous visual examples of screen captures show data input, pull-down menus, dialog boxes, and statistical re...

 Random graphs for statistical pattern recognition

A timely convergence of two widely used disciplines Random Graphs for Statistical Pattern Recognition is the first book to address the topic of random graphs as it applies to statistical pattern recognition. Both topics are of vital interest to researcher...

 Evolution and structure of the Internet A statistical physics approach

This book describes the application of statistical physics and complex systems theory to the study of the evolution and structure of the internet. Using a statistical physics approach the internet is viewed as a growing system that evolves in time through...

 Statistical modeling and analysis for database marketing Effective techniques for mining big data

Traditional statistical methods are limited in their ability to meet the modern challenge of mining large amounts of data. Data miners, analysts, and statisticians are searching for innovative new data mining techniques with greater predictive power, an a...

 Statistical digital signal processing and modeling

This text explores the application of signal modelling to problems encountered in optimal filtering, spectrum estimation and adaptive filtering. Coverage is divided equally between the theory of statistical signal processing and the algorithms used to sol...

 Statistical mechanics of complex networks

Networks can provide a useful model and graphic image useful for the description of a wide variety of web-like structures in the physical and man-made realms, e.g. protein networks, food webs and the Internet. The contributions gathered in the present vol...

 Applied data mining Statistical methods for business and industry

The increasing availability of data in the current information society has led to the need for valid tools for its modelling and analysis. Data mining and applied statistical methods are the appropriate tools to extract knowledge from such data. Applied D...

 Applying and interpreting statistics A comprehensive guide

This book describes the basis, application, and interpretation of statistics, and presents a wide range of univariate and multivariate statistical methodology. In its first edition it has proved popular across all science and technology based discipli...

  Applied Statistics and Probability for Engineers

This best-selling engineering statistics text provides a practical approach that is more oriented to engineering and the chemical and physical sciences than many similar texts. It's packed with unique problem sets that reflect realistic situations enginee...

 Applied Statistics using SPSS, STATISTICA and MATLAB

Assuming no previous statistics education, this practical reference provides a comprehensive introduction and tutorial on the main statistical analysis topics, demonstrating their solution with the most common software package. Intended for anyone needing...

 Speech and language processing An introduction to natural language processing, computational linguistics, and speech recognition

This book offers a unified vision of speech and language processing, presenting state-of-the-art algorithms and techniques for both speech and text-based processing of natural language. This comprehensive work covers both statistical and symbolic approach...

  Xplore application guide

This book presents many useful applications of Xplore - the interactive statistical computing environment. It helps users to apply statistics in gradual steps and shows how XploRe can be used for statistical data analysis. The book and the quantlets on CD...