COMPUTATIONAL STATISTICS

Download Computational Statistics ebook PDF or Read Online books in PDF, EPUB, and Mobi Format. Click Download or Read Online button to Computational Statistics book pdf for free now.

Elements Of Computational Statistics

Author : James E. Gentle
ISBN : 9780387216119
Genre : Computers
File Size : 62.76 MB
Format : PDF, ePub, Docs
Download : 838
Read : 822

Will provide a more elementary introduction to these topics than other books available; Gentle is the author of two other Springer books
Category: Computers

Computational Statistics

Author :
ISBN : 9780387981451
Genre : Mathematics
File Size : 46.77 MB
Format : PDF, ePub, Docs
Download : 132
Read : 1087

Computational inference is based on an approach to statistical methods that uses modern computational power to simulate distributional properties of estimators and test statistics. This book describes computationally intensive statistical methods in a unified presentation, emphasizing techniques, such as the PDF decomposition, that arise in a wide range of methods.
Category: Mathematics

Computational Statistics

Author : James E. Gentle
ISBN : 9780387981444
Genre : Mathematics
File Size : 59.57 MB
Format : PDF, ePub, Mobi
Download : 172
Read : 509

Computational inference is based on an approach to statistical methods that uses modern computational power to simulate distributional properties of estimators and test statistics. This book describes computationally intensive statistical methods in a unified presentation, emphasizing techniques, such as the PDF decomposition, that arise in a wide range of methods.
Category: Mathematics

Computational Statistics In Climatology

Author : Ilya Polyak
ISBN : 9780195099997
Genre : Science
File Size : 57.39 MB
Format : PDF, Kindle
Download : 494
Read : 232

Scientific descriptions of the climate have traditionally been based on the study of average meteorological values taken from different positions around the world. In recent years however it has become apparent that these averages should be considered with other statistics that ultimately characterize spatial and temporal variability. This book is designed to meet that need. It is based on a course in computational statistics taught by the author that arose from a variety of projects on the design and development of software for the study of climate change, using statistics and methods of random functions.
Category: Science

Computational Statistics

Author : Geof H. Givens
ISBN : 9780470533314
Genre : Mathematics
File Size : 25.89 MB
Format : PDF, Mobi
Download : 647
Read : 590

This new edition continues to serve as a comprehensive guide to modern and classical methods of statistical computing. The book is comprised of four main parts spanning the field: Optimization Integration and Simulation Bootstrapping Density Estimation and Smoothing Within these sections,each chapter includes a comprehensive introduction and step-by-step implementation summaries to accompany the explanations of key methods. The new edition includes updated coverage and existing topics as well as new topics such as adaptive MCMC and bootstrapping for correlated data. The book website now includes comprehensive R code for the entire book. There are extensive exercises, real examples, and helpful insights about how to use the methods in practice.
Category: Mathematics

Handbook Of Computational Statistics

Author : James E. Gentle
ISBN : 9783642215513
Genre : Computers
File Size : 26.92 MB
Format : PDF, ePub, Docs
Download : 171
Read : 566

The Handbook of Computational Statistics - Concepts and Methods (second edition) is a revision of the first edition published in 2004, and contains additional comments and updated information on the existing chapters, as well as three new chapters addressing recent work in the field of computational statistics. This new edition is divided into 4 parts in the same way as the first edition. It begins with "How Computational Statistics became the backbone of modern data science" (Ch.1): an overview of the field of Computational Statistics, how it emerged as a separate discipline, and how its own development mirrored that of hardware and software, including a discussion of current active research. The second part (Chs. 2 - 15) presents several topics in the supporting field of statistical computing. Emphasis is placed on the need for fast and accurate numerical algorithms, and some of the basic methodologies for transformation, database handling, high-dimensional data and graphics treatment are discussed. The third part (Chs. 16 - 33) focuses on statistical methodology. Special attention is given to smoothing, iterative procedures, simulation and visualization of multivariate data. Lastly, a set of selected applications (Chs. 34 - 38) like Bioinformatics, Medical Imaging, Finance, Econometrics and Network Intrusion Detection highlight the usefulness of computational statistics in real-world applications.
Category: Computers

Compstat

Author : International Association for Statistical Computing
ISBN : 3790811319
Genre : Computers
File Size : 48.87 MB
Format : PDF, ePub, Mobi
Download : 435
Read : 680

These proceedings contain the refereed Invited and Full Contributed papers from the COMPSTAT conference. Statistical computing provides the link between statistical theory and applied statistics. The scientific programme of COMPSTAT ranges over all aspects of this link, from the development and implementaion of new computer-based statistical methodology through to innovative applications and software evaluation. The programme should appeal to anyone working in statistics and using computers, whether in universities, industrial companies, research institutes or as software developers. The Proceedings thus provide a broad overview of all currently-active research areas in statistical computing.
Category: Computers

Compstat

Author : Jelke G. Bethlehem
ISBN : 3790813265
Genre : Business & Economics
File Size : 70.86 MB
Format : PDF, Mobi
Download : 583
Read : 994

This book contains the keynote, invited and full contributed papers presented at COMPSTAT 2000, held in Utrecht. The papers range over all aspects of the link between statistical theory and applied statistics, with special attention for developments in the area of official statistics. The papers have been thoroughly refereed.
Category: Business & Economics

Computational Statistics

Author : Yadolah Dodge
ISBN : 9783642486784
Genre : Business & Economics
File Size : 83.98 MB
Format : PDF, ePub
Download : 380
Read : 1331

The papers assembled in this book were presented at the biannual symposium of Inter national Association for Statistical Computing in Neuchcitel, Switzerland, in August of 1992. This congress marked the tenth such meeting from its inception in 1974 at Vienna and maintained the tradition of providing a forum for the open discussion of progress made in computer oriented statistics and the dissemination of new ideas throughout the statistical community. It was gratifying to see how well the groups of theoretical statisti cians, software developers and applied research workers were represented, whose mixing is an event made uniquely possible by this symposium. While maintaining traditions certain new features have been introduced at this con ference: there were a larger number of invited speakers; there was more commercial sponsorship and exhibition space; and a larger body of proceedings have been published. The structure of the proceedings follows a standard format: the papers have been grouped together according to a rough subject matter classification, and within topic follow an approximate aphabetical order. The papers are published in two volumes ac cording to the emphasis of the topics: volume I gives a slight leaning towards statistics and modelling, while volume II is focussed more on computation; but this is certainly only a crude distinction and the volumes have to be thought of as the result of a single en terprise.
Category: Business & Economics

Applied And Computational Statistics

Author : Sorana D. Bolboacǎ
ISBN : 9783039281763
Genre : Science
File Size : 49.3 MB
Format : PDF, Docs
Download : 355
Read : 722

Research without statistics is like water in the sand; the latter is necessary to reap the benefits of the former. This collection of articles is designed to bring together different approaches to applied statistics. The studies presented in this book are a tiny piece of what applied statistics means and how statistical methods find their usefulness in different fields of research from theoretical frames to practical applications such as genetics, computational chemistry, and experimental design. This book presents several applications of the statistics: · A new continuous distribution with five parameters—the modified beta Gompertz distribution; · A method to calculate the p-value associated with the Anderson–Darling statistic; · An approach of repeated measurement designs; · A validated model to predict statement mutations score; · A new family of structural descriptors, called the extending characteristic polynomial (EChP) family, used to express the link between the structure of a compound and its properties. This collection brings together authors from Europe and Asia with a specific contribution to the knowledge in regards to theoretical and applied statistics.
Category: Science