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Data Science for Nano Image Analysis, Park


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Цена: 19514.00р.
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Автор: Park
Название:  Data Science for Nano Image Analysis
ISBN: 9783030728243
Издательство: Springer
Классификация:



ISBN-10: 3030728242
Обложка/Формат: Soft cover
Страницы: 368
Вес: 0.59 кг.
Дата издания: 16.08.2022
Серия: International Series in Operations Research & Management Science
Язык: English
Издание: 1st ed. 2021
Иллюстрации: 71 illustrations, color; 66 illustrations, black and white; xvi, 368 p. 137 illus., 71 illus. in color.
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Business and Management
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book combines two distinctive topics: data science/image analysis and materials science. The purpose of this book is to show what type of nano material problems can be better solved by which set of data science methods. The majority of material science research is thus far carried out by domain-specific experts in material engineering, chemistry/chemical engineering, and mechanical & aerospace engineering. The book could benefit materials scientists and manufacturing engineers who were not exposed to systematic data science training while in schools, or data scientists in computer science or statistics disciplines who want to work on material image problems or contribute to materials discovery and optimization. This book provides in-depth discussions of how data science and operations research methods can help and improve nano image analysis, automating the otherwise manual and time-consuming operations for material engineering and enhancing decision making for nano material exploration. A broad set of data science methods are covered, including the representations of images, shape analysis, image pattern analysis, and analysis of streaming images, change points detection, graphical methods, and real-time dynamic modeling and object tracking. The data science methods are described in the context of nano image applications, with specific material science case studies.
Дополнительное описание: Chapter 1. Introduction.- Chapter 2. Image Representation.- Chapter 3. Segmentation.- Chapter 4. Shape Analysis.- Chapter 5. Location and Dispersion Analysis.- Chapter 6. Lattice Pattern Analysis.- Chapter 7. Change Point Detection.- Chapter 8. State Spac



Categorical data analysis and multilevel modeling using r

Автор: Liu, Xing
Название: Categorical data analysis and multilevel modeling using r
ISBN: 1544324901 ISBN-13(EAN): 9781544324906
Издательство: Sage Publications
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Цена: 19800.00 р.
Наличие на складе: Поставка под заказ.

Описание:

Categorical Data Analysis and Multilevel Modeling Using R provides a practical guide to regression techniques for analyzing binary, ordinal, nominal, and count response variables using the R software. Author Xing Liu offers a unified framework for both single-level and multilevel modeling of categorical and count response variables with both frequentist and Bayesian approaches. Each chapter demonstrates how to conduct the analysis using R, how to interpret the models, and how to present the results for publication. A companion website for this book contains datasets and R commands used in the book for students, and solutions for the end-of-chapter exercises on the instructor site.

Secondary data in mixed methods research

Автор: Watkins, Daphne C
Название: Secondary data in mixed methods research
ISBN: 1506389570 ISBN-13(EAN): 9781506389578
Издательство: Sage Publications
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Цена: 10613.00 р.
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Описание: Secondary Data in Mixed Methods Research by Daphne C. Watkins, is the latest contribution to the Mixed Methods Research Series. This brief text offers step-by-step procedures for incorporating existing data into mixed methods research designs, as well as identifying characteristics of datasets that make them good candidates for mixed methods projects.

Data analysis for social science :

Автор: Llaudet, Elena,
Название: Data analysis for social science :
ISBN: 0691199426 ISBN-13(EAN): 9780691199429
Издательство: Wiley
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Цена: 16632.00 р.
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Описание: An ideal textbook for an introductory course on quantitative methods for social scientists-assumes no prior knowledge of statistics or codingData Analysis for Social Science provides a friendly introduction to the statistical concepts and programming skills needed to conduct and evaluate social scientific studies. Using plain language and assuming no prior knowledge of statistics and coding, the book provides a step-by-step guide to analyzing real-world data with the statistical program R for the purpose of answering a wide range of substantive social science questions. It teaches not only how to perform the analyses but also how to interpret results and identify strengths and limitations.

This one-of-a-kind textbook includes supplemental materials to accommodate students with minimal knowledge of math and clearly identifies sections with more advanced material so that readers can skip them if they so choose. Analyzes real-world data using the powerful, open-sourced statistical program R, which is free for everyone to useTeaches how to measure, predict, and explain quantities of interest based on dataShows how to infer population characteristics using survey research, predict outcomes using linear models, and estimate causal effects with and without randomized experimentsAssumes no prior knowledge of statistics or codingSpecifically designed to accommodate students with a variety of math backgroundsProvides cheatsheets of statistical concepts and R codeSupporting materials available online, including real-world datasets and the code to analyze them, plus-for instructor use-sample syllabi, sample lecture slides, additional datasets, and additional exercises with solutionsLooking for a more advanced introduction? Consider Quantitative Social Science by Kosuke Imai. In addition to covering the material in Data Analysis for Social Science, it teaches diffs-in-diffs models, heterogeneous effects, text analysis, and regression discontinuity designs, among other things.

Foundations of Time-Frequency Analysis

Автор: Karlheinz Gr?chenig
Название: Foundations of Time-Frequency Analysis
ISBN: 1461265681 ISBN-13(EAN): 9781461265689
Издательство: Springer
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Цена: 10976.00 р.
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Описание: Time-frequency analysis is a modern branch of harmonic analysis. The topics range from the elemen- tary theory of the short-time Fourier transform and classical results about the Wigner distribution via the recent theory of Gabor frames to quantita- tive methods in time-frequency analysis and the theory of pseudodifferential operators.

Advances In Machine Learning And Image Analysis For Geoai

Автор: Prasad,Saurabh
Название: Advances In Machine Learning And Image Analysis For Geoai
ISBN: 0443190771 ISBN-13(EAN): 9780443190773
Издательство: Elsevier Science
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Цена: 21222.00 р.
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Quantitative Data Analysis

Автор: Treiman Donald J
Название: Quantitative Data Analysis
ISBN: 0470380039 ISBN-13(EAN): 9780470380031
Издательство: Wiley
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Цена: 11714.00 р.
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Описание: This book is an accessible introduction to quantitative data analysis, concentrating on the key issues facing those new to research, such as how to decide which statistical procedure is suitable, and how to interpret the subsequent results.

Adventures in Social Research

Название: Adventures in Social Research
ISBN: 1412940834 ISBN-13(EAN): 9781412940832
Издательство: Sage Publications
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Цена: 5542.00 р.
Наличие на складе: Поставка под заказ.

Описание: Designed for both introductory and advanced research methods or statistics courses in sociology, political science, social work, criminal justice, and public health departments, this is a computer skills and data analysis textbook for any discipline that uses survey methods.

Data analysis using regression and multilevel/hierarchical models

Автор: Gelman
Название: Data analysis using regression and multilevel/hierarchical models
ISBN: 052168689X ISBN-13(EAN): 9780521686891
Издательство: Cambridge Academ
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Цена: 8554.00 р.
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Описание: Data Analysis Using Regression and Multilevel/Hierarchical Models, first published in 2007, is a comprehensive manual for the applied researcher who wants to perform data analysis using linear and nonlinear regression and multilevel models. It introduces and demonstrates a variety of models and instructs the reader in how to fit these models using freely available software packages.

Analysis of longitudinal data

Название: Analysis of longitudinal data
ISBN: 0199676755 ISBN-13(EAN): 9780199676750
Издательство: Oxford Academ
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Цена: 9375.00 р.
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Описание: This second edition has been completely revised and expanded to become the most up-to-date and thorough professional reference text in this fast-moving area of biostatistics. It contains an additional two chapters on fully parametric models for discrete repeated measures data and statistical models for time-dependent predictors.

Bourdieu and Data Analysis: Methodological Principles and Practice

Автор: Michael Grenfell
Название: Bourdieu and Data Analysis: Methodological Principles and Practice
ISBN: 3034308787 ISBN-13(EAN): 9783034308786
Издательство: Peter Lang
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Цена: 12621.00 р.
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Описание: Uniquely amongst the numerous publications to appear on the work of the French social theorist Pierre Bourdieu, this book deals with data analysis, examining a range of techniques and instruments. After an introductory chapter outlining the key principles of Bourdieu’s theory, the book presents detailed examples of data being collected and analysed in a Bourdieusian way across various social science contexts. Both qualitative and quantitative methods are addressed, including analysis of the strengths and weaknesses of each method, as are common data collection procedures such as interview, observation and questionnaire. Examples of Multiple Correspondence Analysis are an important feature of the book, since this was an approach particularly favoured by Bourdieu. In each case study, the pros and cons of different approaches are highlighted and the qualitative/quantitative debate is thoroughly explored. Overall, the book offers readers a blueprint to develop their own methodological plans for using Bourdieu in research practice.

Branch-and-Bound Applications in Combinatorial Data Analysis

Автор: Michael J. Brusco; Stephanie Stahl
Название: Branch-and-Bound Applications in Combinatorial Data Analysis
ISBN: 1441920390 ISBN-13(EAN): 9781441920393
Издательство: Springer
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Цена: 15855.00 р.
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Описание: Supplementary material, such as computer programs, are provided on the world wide web.Dr. Brusco is an editorial board member for the Journal of Classification, and a member of the Board of Directors for the Classification Society of North America.

Frontiers in Major League Baseball

Автор: John Ruggiero
Название: Frontiers in Major League Baseball
ISBN: 1461427347 ISBN-13(EAN): 9781461427346
Издательство: Springer
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Цена: 17684.00 р.
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Описание: Frontiers in Major League Baseball applies Data Envelopment Analysis (DEA) -- a nonparametric linear programming model -- to Major League Baseball. Topics include applications of DEA to the analysis of free agent salary arbitration, technology changes over time and the ranking of players.


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