# krainaksiazek statistics and analysis of scientific data 20116043

- znaleziono 26 produktów w 5 sklepach

### Statistics And Analysis Of Scientific Data

**Książki Obcojęzyczne>Angielskie>Mathematics & science>Physics>Statistical physicsKsiążki Obcojęzyczne>Angielskie>Technology, enginee...**

Sklep: Gigant.pl

### Statistics for Spatio-Temporal Data Wiley & Sons

**Książki / Literatura obcojęzyczna**

A state-of-the-art presentation of spatio-temporal processes, bridging classic ideas with modern hierarchical statistical modeling concepts and the latest computational methods§From understanding environmental processes and climate trends to developing new technologies for mapping public-health data and the spread of invasive-species, there is a high demand for statistical analyses of data that take spatial, temporal, and spatio-temporal information into account. Statistics for Spatio-Temporal Data presents a systematic approach to key quantitative techniques that incorporate the latest advances in statistical computing as well as hierarchical, particularly Bayesian, statistical modeling, with an emphasis on dynamical spatio-temporal models.§Cressie and Wikle supply a unique presentation that incorporates ideas from the areas of time series and spatial statistics as well as stochastic processes. Beginning with separate treatments of temporal data and spatial data, the book combines these concepts to discuss spatio-temporal statistical methods for understanding complex processes.§Topics of coverage include:§Exploratory methods for spatio-temporal data, including visualization, spectral analysis, empirical orthogonal function analysis, and LISAs§Spatio-temporal covariance functions, spatio-temporal kriging, and time series of spatial processes§Development of hierarchical dynamical spatio-temporal models (DSTMs), with discussion of linear and nonlinear DSTMs and computational algorithms for their implementation§Quantifying and exploring spatio-temporal variability in scientific applications, including case studies based on real-world environmental data§Throughout the book, interesting applications demonstrate the relevance of the presented concepts. Vivid, full-color graphics emphasize the visual nature of the topic, and a related FTP site contains supplementary material. Statistics for Spatio-Temporal Data is an excellent book for a graduate-level course on spatio-temporal statistics. It is also a valuable reference for researchers and practitioners in the fields of applied mathematics, engineering, and the environmental and health sciences.A state-of-the-art presentation of spatio-temporal processes, bridging classic ideas with modern hierarchical statistical modeling concepts and the latest computational methods§From understanding environmental processes and climate trends to developing new technologies for mapping public-health data and the spread of invasive species, there is a high demand for statistical analyses of data that take spatial, temporal, and spatio-temporal information into account. Statistics for Spatio-Temporal Data presents a systematic approach to key quantitative techniques that incorporate the latest advances in statistical computing as well as hierarchical, particularly Bayesian, statistical modeling, with an emphasis on dynamical spatio-temporal models.§The authors supply a unique presentation that incorporates ideas from the areas of time series and spatial statistics as well as stochastic processes. Beginning with separate treatments of temporal data and spatial data, the book combines these concepts to discuss spatio-temporal statistical methods for understanding complex processes. Topics of coverage include:§Exploratory methods for spatio-temporal data, including visualization, spectral analysis, empirical orthogonal function analysis, and LISAs§Spatio-temporal covariance functions, spatio-temporal kriging, and time series of spatial processes§Development of hierarchical dynamical spatio-temporal models (DSTMs), with discussion of linear and nonlinear DSTMs and computational algorithms for their implementation§Quantifying and exploiting spatio-temporal variability in scientific applications, including case studies based on real-world environmental data§Throughout the book, interesting applications demonstrate the relevance of the presented concepts. Vivid, full-color graphics emphasize the visual nature of the topic, and a related FTP site contains supplementary material.§Statistics for Spatio-Temporal Data is an excellent book for a graduate-level course on spatio-temporal statistics. It is also a valuable reference for researchers and practitioners in the fields of applied mathematics, engineering, and the environmental and health sciences.

Sklep: Libristo.pl

### Statistics And Scientific Method

**Książki Obcojęzyczne>Angielskie>Mathematics & science>Science: general issues>Maths for scientistsKsiążki Obcojęzyczne>Angielskie>Ma...**

An Antidote To Technique-orientated Approaches, This Text Avoids The Recipe-book Style, Giving The Reader A Clear Understanding Of How Core Statistical Ideas Of Experimental Design, Modelling, And Data Analysis Are Integral To The Scientific Method. No Pr

Sklep: Gigant.pl

### Data Analysis for Network Cyber-Security World Scientific Publishing

**Książki / Literatura obcojęzyczna**

There is increasing pressure to protect computer networks against unauthorized intrusion, and some work in this area is concerned with engineering systems that are robust to attack. However, no system can be made invulnerable. Data Analysis for Network Cyber-Security focuses on monitoring and analyzing network traffic data, with the intention of preventing, or quickly identifying, malicious activity. Such work involves the intersection of statistics, data mining and computer science. Fundamentally, network traffic is relational, embodying a link between devices. As such, graph analysis approaches are a natural candidate. However, such methods do not scale well to the demands of real problems, and the critical aspect of the timing of communications events is not accounted for in these approaches. This book gathers papers from leading researchers to provide both background to the problems and a description of cutting-edge methodology. The contributors are from diverse institutions and areas of expertise and were brought together at a workshop held at the University of Bristol in March 2013 to address the issues of network cyber security. The workshop was supported by the Heilbronn Institute for Mathematical Research.

Sklep: Libristo.pl

### Bayesian Ideas and Data Analysis ROUTLEDGE

**Książki / Literatura obcojęzyczna**

Emphasizing the use of WinBUGS and R to analyze real data, thsi book presents statistical tools to address scientific questions. It highlights foundational issues in statistics, the importance of making accurate predictions, and the need for scientists and statisticians to collaborate in analyzing data.

Sklep: Libristo.pl

### An Introduction to Statistics with Python Springer, Berlin

**Książki / Literatura obcojęzyczna**

This textbook provides an§introduction to the free software Python and its use for statistical data§analysis. It covers common statistical tests for continuous, discrete and§categorical data, as well as linear regression analysis and topics from survival§analysis and Bayesian statistics. Working code and data for Python solutions§for each test, together with easy-to-follow Python examples, can be reproduced§by the reader and reinforce their immediate understanding of the topic. With§recent advances in the Python ecosystem, Python has become a popular language§for scientific computing, offering a powerful environment for statistical data§analysis and an interesting alternative to R. The book is intended for master§and PhD students, mainly from the life and medical sciences, with a basic§knowledge of statistics. As it also provides some statistics background, the§book can be used by anyone who wants to perform a statistical data§analysis. §§

Sklep: Libristo.pl

### Statistics for the Social Sciences SAGE Publications Inc

**Książki / Literatura obcojęzyczna**

Do your students lack confidence in their ability to handle quantitative work? Are they unsure about how best to use SAS, SPSS, and Excel programs? The new edition of the bestselling textbook Statistics for the Social Sciences is the solution. The previous editions of this book were popular with instructors because they helped build students' confidence and ability in doing statistical analysis, by slowly moving from concepts that require little computational work to those that require more. In this new edition, author R. Mark Sirkin demonstrates how statistics can be used so that the students come to appreciate their usefulness rather than fearing them.Key Features of the Third Edition:"- An emphasis on the analysis and interpretation of data giving students a feel for how data interpretation is related to the methods by which the data was obtained- A wide range of examples from various fields in the social sciences demonstrate the role of statistical analysis in the research process- Coverage of the scientific method and how each statistical technique relates to the larger field of research - Emphasis on the interpretation of tables helping students master a topic that often proves challenging- Plenty of exercises are provided at the end of chapters so that students can practise all the statistical procedures covered- Answers to selected questions appear at the end of the book with complete worked-out solutions- Additional exercises have been added to reflect the additional computer coverage- User-friendly ways of navigating the text - key concepts are introduced and highlighted within the text, with definitions provided in boxes at the foot of each page- A handy glossary of all the the key concepts and terms in provided at the back of the book as an aid to revision- New tools to teach students how to do analysis not only through SAS and SPSS, but also using Excel descriptive statistics featuresThis book will be invaluable for upper level undergraduate students and graduate students across the social sciences. An Instructor's CD-ROM containing data sets, Powerpoint slides, exercises and answers will be available free-of-charge to professors adopting this text.

Sklep: Libristo.pl

### Visual Statistics John Wiley & Sons Inc

**Książki / Literatura obcojęzyczna**

A visually intuitive approach to statistical data analysis Visual Statistics brings the most complex and advanced statistical methods within reach of those with little statistical training by using animated graphics of the data. Using ViSta: The Visual Statistics System-developed by Forrest Young and Pedro Valero-Mora and available free of charge on the Internet-students can easily create fully interactive visualizations from relevant mathematical statistics, promoting perceptual and cognitive understanding of the data's story. An emphasis is placed on a paradigm for understanding data that is visual, intuitive, geometric, and active, rather than one that relies on convoluted logic, heavy mathematics, systems of algebraic equations, or passive acceptance of results. A companion Web site complements the book by further demonstrating the concept of creating interactive and dynamic graphics. The book provides users with the opportunity to view the graphics in a dynamic way by illustrating how to analyze statistical data and explore the concepts of visual statistics. Visual Statistics addresses and features the following topics: Why use dynamic graphics? A history of statistical graphics Visual statistics and the graphical user interface Visual statistics and the scientific method Character-based statistical interface objects Graphics-based statistical interfaces Visualization for exploring univariate data This is an excellent textbook for undergraduate courses in data analysis and regression, for students majoring or minoring in statistics, mathematics, science, engineering, and computer science, as well as for graduate-level courses in mathematics. The book is also ideal as a reference/self-study guide for engineers, scientists, and mathematicians. With contributions by highly regarded professionals in the field, Visual Statistics not only improves a student's understanding of statistics, but also builds confidence to overcome problems that may have previously been intimidating.

Sklep: Libristo.pl

### Statistics for Experimenters Wiley-Blackwell (an imprint of John Wiley & Sons...

**Książki / Literatura obcojęzyczna**

A Classic adapted to modern times Rewritten and updated, this new edition of Statistics for Experimenters adopts the same approaches as the landmark First Edition by teaching with examples, readily understood graphics, and the appropriate use of computers. Catalyzing innovation, problem solving, and discovery, the Second Edition provides experimenters with the scientific and statistical tools needed to maximize the knowledge gained from research data, illustrating how these tools may best be utilized during all stages of the investigative process. The authors' practical approach starts with a problem that needs to be solved and then examines the appropriate statistical methods of design and analysis. Providing even greater accessibility for its users, the Second Edition is thoroughly revised and updated to reflect the changes in techniques and technologies since the publication of the classic First Edition. Among the new topics included are: * Graphical Analysis of Variance * Computer Analysis of Complex Designs * Simplification by transformation * Hands-on experimentation using Response Service Methods * Further development of robust product and process design using split plot arrangements and minimization of error transmission * Introduction to Process Control, Forecasting and Time Series * Illustrations demonstrating how multi-response problems can be solved using the concepts of active and inert factor spaces and canonical spaces * Bayesian approaches to model selection and sequential experimentation An appendix featuring Quaquaversal quotes from a variety of sources including noted statisticians and scientists to famous philosophers is provided to illustrate key concepts and enliven the learning process. All the computations in the Second Edition can be done utilizing the statistical language R. Functions for displaying ANOVA and lamba plots, Bayesian screening, and model building are all included and R packages are available online. All theses topics can also be applied utilizing easy-to-use commercial software packages. Complete with applications covering the physical, engineering, biological, and social sciences, Statistics for Experimenters is designed for individuals who must use statistical approaches to conduct an experiment, but do not necessarily have formal training in statistics. Experimenters need only a basic understanding of mathematics to master all the statistical methods presented. This text is an essential reference for all researchers and is a highly recommended course book for undergraduate and graduate students.

Sklep: Libristo.pl

### Introductory Statistics Elsevier Science & Technology

**Książki / Literatura obcojęzyczna**

In this 3rd edition revised text, master expositor Sheldon Ross has produced a unique work in introductory statistics. The text's main merits are the clarity of presentation, contemporary examples and applications from diverse areas, and an explanation of intuition and ideas behind the statistical methods. Concepts are motivated, illustrated and explained in a way that attempts to increase one's intuition. To quote from the preface, 'It is only when a student develops a feel or intuition for statistics that she or he is really on the path toward making sense of data'. Ross achieves this goal through a coherent mix of mathematical analysis, intuitive discussions and examples. Applications and examples refer to real-world issues, such as gun control, stock price models, health issues, driving age limits, school admission ages, use of helmets, sports, scientific fraud and many others. Ancillary list includes: Instructor's Manual; Student Solutions Manual; Student Solutions Manual for 2nd Edition; Sample Chapter, eBook; and, Companion Website w/Data Sets. This title features unique historical perspective profiling prominent statisticians and historical events to motivate learning by providing interest and context. Use of exercises and examples helps guide the student towards independent learning using real issues and real data, e.g. stock price models, health issues, gender issues, sports, and scientific fraud. Summary/Key Terms - chapters end with detailed reviews of important concepts and formulas, key terms and definitions which are useful to students as study tools. Data sets from text and exercise material will be available to download from the text website, saves students time.

Sklep: Libristo.pl

### Experimental Statistics Using MINITAB BERTRAMS

**Książki / Literatura obcojęzyczna**

Experimental Statistics using Minitab exploits the availability of the statistical computer package Minitab to explain advanced statistical concepts related to the design and analysis of experiments in an intuitive and easily comprehended manner. This is achieved with a minimum of mathematical knowledge using the data generating and analysing features of Minitab. Detailed instructions for the use of Minitab are given throughout making the book particularly useful for in-class use. Examples are drawn from a wide range of scientific fields. Dr Colin Weatherup formerly held the joint appointment of head of Biometrics Division of the Department of Agriculture for Northern Ireland and head of the Biometrics Department of the Queens University, Belfast. He has taught statistics to students in Agriculture, Biomedicine, Food Technology and in a range of other scientific subjects since 1970. In retirement he is currently an Associate Lecturer in the Open University.

Sklep: Libristo.pl

### Handbook of Statistics ELSEVIER

**Książki / Literatura obcojęzyczna**

Statistical learning and analysis techniques have become extremely important today, given the tremendous growth in the size of heterogeneous data collections and the ability to process it even from physically distant locations. Recent advances made in the field of machine learning provide a strong framework for robust learning from the diverse corpora and continue to impact a variety of research problems across multiple scientific disciplines. The aim of this handbook is to familiarize beginners as well as experts with some of the recent techniques in this field. The Handbook is divided in two sections: Theory and Applications, covering machine learning, data analytics, biometrics, document recognition and security. * very relevant to current research challenges faced in various fields* self-contained reference to machine learning* emphasis on applications-oriented techniques

Sklep: Libristo.pl

### Python for Data Science For Dummies Wiley

**Książki / Literatura obcojęzyczna**

Unleash the power of Python for your data analysis projects with For Dummies ! Python is the preferred programming language for data scientists and combines the best features of Matlab, Mathematica, and R into libraries specific to data analysis and visualization. Python for Data Science For Dummies shows you how to take advantage of Python programming to acquire, organize, process, and analyze large amounts of information and use basic statistics concepts to identify trends and patterns. You'll get familiar with the Python development environment, manipulate data, design compelling visualizations, and solve scientific computing challenges as you work your way through this user-friendly guide. Covers the fundamentals of Python data analysis programming and statistics to help you build a solid foundation in data science concepts like probability, random distributions, hypothesis testing, and regression models Explains objects, functions, modules, and libraries and their role in data analysis Walks you through some of the most widely-used libraries, including NumPy, SciPy, BeautifulSoup, Pandas, and MatPlobLib Whether you're new to data analysis or just new to Python, Python for Data Science For Dummies is your practical guide to getting a grip on data overload and doing interesting things with the oodles of information you uncover.

Sklep: Libristo.pl

### Introduction to Linear Regression Analysis Wiley-Blackwell

**Książki / Literatura obcojęzyczna**

Praise for the Fourth Edition "As with previous editions, the authors have produced a leading textbook on regression." -- Journal of the American Statistical Association A comprehensive and up-to-date introduction to the fundamentals of regression analysis Introduction to Linear Regression Analysis, Fifth Edition continues to present both the conventional and less common uses of linear regression in today's cutting-edge scientific research. The authors blend both theory and application to equip readers with an understanding of the basic principles needed to apply regression model-building techniques in various fields of study, including engineering, management, and the health sciences. Following a general introduction to regression modeling, including typical applications, a host of technical tools are outlined such as basic inference procedures, introductory aspects of model adequacy checking, and polynomial regression models and their variations. The book then discusses how transformations and weighted least squares can be used to resolve problems of model inadequacy and also how to deal with influential observations. The Fifth Edition features numerous newly added topics, including: A chapter on regression analysis of time series data that presents the Durbin-Watson test and other techniques for detecting autocorrelation as well as parameter estimation in time series regression models Regression models with random effects in addition to a discussion on subsampling and the importance of the mixed model Tests on individual regression coefficients and subsets of coefficients Examples of current uses of simple linear regression models and the use of multiple regression models for understanding patient satisfaction data. In addition to Minitab, SAS, and S-PLUS, the authors have incorporated JMP and the freely available R software to illustrate the discussed techniques and procedures in this new edition. Numerous exercises have been added throughout, allowing readers to test their understanding of the material, and a related FTP site features the presented data sets, extensive problem solutions, software hints, and PowerPoint slides to facilitate instructional use of the book. Introduction to Linear Regression Analysis, Fifth Edition is an excellent book for statistics and engineering courses on regression at the upper-undergraduate and graduate levels. The book also serves as a valuable, robust resource for professionals in the fields of engineering, life and biological sciences, and the social sciences.

Sklep: Libristo.pl

### Statistical Parametric Mapping ACADEMIC PRESS

**Książki / Literatura obcojęzyczna**

In an age where the amount of data collected from brain imaging is increasing constantly, it is of critical importance to analyse those data within an accepted framework to ensure proper integration and comparison of the information collected. This book describes the ideas and procedures that underlie the analysis of signals produced by the brain. The aim is to understand how the brain works, in terms of its functional architecture and dynamics. This book provides the background and methodology for the analysis of all types of brain imaging data, from functional magnetic resonance imaging to magnetoencephalography. Critically, "Statistical Parametric Mapping" provides a widely accepted conceptual framework which allows treatment of all these different modalities. This rests on an understanding of the brain's functional anatomy and the way that measured signals are caused experimentally. The book takes the reader from the basic concepts underlying the analysis of neuroimaging data to cutting edge approaches that would be difficult to find in any other source. Critically, the material is presented in an incremental way so that the reader can understand the precedents for each new development. This book will be particularly useful to neuroscientists engaged in any form of brain mapping; who have to contend with the real-world problems of data analysis and understanding the techniques they are using. It is primarily a scientific treatment and a didactic introduction to the analysis of brain imaging data. It can be used as both a textbook for students and scientists starting to use the techniques, as well as a reference for practicing neuroscientists. The book also serves as a companion to the software packages that have been developed for brain imaging data analysis. It is an essential reference and companion for users of the SPM software. It: provides a complete description of the concepts and procedures entailed by the analysis of brain images; offers full didactic treatment of the basic mathematics behind the analysis of brain imaging data; stands as a compendium of all the advances in neuroimaging data analysis over the past decade; adopts an easy to understand and incremental approach that takes the reader from basic statistics to state of the art approaches such as Variational Bayes; structured treatment of data analysis issues that links different modalities and models; and includes a series of appendices and tutorial-style chapters that makes even the most sophisticated approaches accessible.

Sklep: Libristo.pl

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