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Modern Statistics for Modern Biology, Susan Holmes, Wolfgang Huber


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Цена: 47520.00T
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в Мои желания

Автор: Susan Holmes, Wolfgang Huber
Название:  Modern Statistics for Modern Biology
ISBN: 9781108427029
Издательство: Cambridge Academ
Классификация:




ISBN-10: 1108427022
Обложка/Формат: Hardback
Страницы: 400
Вес: 1.25 кг.
Дата издания: 30.11.2018
Серия: Mathematics
Язык: English
Иллюстрации: Worked examples or exercises; 00 printed music items; 00 tables, unspecified; 00 tables, color; 00 tables, black and white; 00 plates, unspecified; 00 plates, color; 00 plates, black and white; 00 maps; 00 halftones, unspecified; 00 halftones, color;
Размер: 253 x 203
Читательская аудитория: Tertiary education (us: college)
Ключевые слова: Probability & statistics,Biotechnology,Data capture & analysis,Data mining, MEDICAL / Biostatistics
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Англии
Описание: If you are a biologist and want to get the best out of the powerful methods of modern computational statistics, this is your book. You can visualize and analyze your own data, apply unsupervised and supervised learning, integrate datasets, apply hypothesis testing, and make publication-quality figures using the power of R/Bioconductor and ggplot2. This book will teach you cooking from scratch, from raw data to beautiful illuminating output, as you learn to write your own scripts in the R language and to use advanced statistics packages from CRAN and Bioconductor. It covers a broad range of basic and advanced topics important in the analysis of high-throughput biological data, including principal component analysis and multidimensional scaling, clustering, multiple testing, unsupervised and supervised learning, resampling, the pitfalls of experimental design, and power simulations using Monte Carlo, and it even reaches networks, trees, spatial statistics, image data, and microbial ecology. Using a minimum of mathematical notation, it builds understanding from well-chosen examples, simulation, visualization, and above all hands-on interaction with data and code.

Barron`s AP Statistics, 9th Edition

Название: Barron`s AP Statistics, 9th Edition
ISBN: 1438009046 ISBN-13(EAN): 9781438009049
Издательство: Kaplan & Barrons
Рейтинг:
Цена: 16540.00 T
Наличие на складе: Невозможна поставка.
Описание: This manual's in-depth preparation for the AP Statistics exam features the 35 absolutely best AP Statistics exam hints found anywhere, and includes:

  • A diagnostic test and five full-length and up-to-date practice exams
  • All test questions answered and explained
  • Additional multiple-choice and free-response questions with answers
  • A 14-chapter subject review, covering all test topics
  • A new review chapter highlighting statistical insights into social issues
  • a new chapter on the Investigative Task, which counts as one-eighth of the exam
  • A guide to basic uses of TI, Casio, and HP graphing calculators

BONUS ONLINE PRACTICE TEST: Students who purchase this book will also get FREE access to one additional full-length online AP Statistics test with all questions answered and explained.

Want to boost your studies with even more practice and in-depth review? Try Barron's Ultimate AP Statistics for even more prep.

Barron`s AP Statistics, 8th Edition

Автор: Sternstein Martin
Название: Barron`s AP Statistics, 8th Edition
ISBN: 1438004982 ISBN-13(EAN): 9781438004983
Издательство: Ingram
Цена: 17460.00 T
Наличие на складе: Нет в наличии.
Описание: This manual s in-depth preparation for the AP Statistics exam features the 35 absolutely best AP Statistics exam hints found anywhere, and includes:

  • A diagnostic test and five full-length and up-to-date practice exams
  • All test questions answered and explained
  • Additional multiple-choice and free-response questions with answers
  • A 15-chapter subject review covering all test topics
  • A guide to basic uses of TI-83/TI-84 calculators
    The manual can be purchased alone or with an enclosed CD-ROM that presents two additional practice tests with automatic scoring of the multiple-choice questions, as well as a second CD-ROM introducing the TI-Nspire.
    BONUS ONLINE PRACTICE TEST Students who purchase this book or package will also get FREE access to one additional full-length online AP Statistics test with all questions answered and explained."

  • Computer Age Statistical Inference

    Автор: Bradley Efron and Trevor Hastie
    Название: Computer Age Statistical Inference
    ISBN: 1107149894 ISBN-13(EAN): 9781107149892
    Издательство: Cambridge Academ
    Рейтинг:
    Цена: 60190.00 T
    Наличие на складе: Есть у поставщика Поставка под заказ.
    Описание: The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating journey through the revolution in data analysis following the introduction of electronic computation in the 1950s. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. The book ends with speculation on the future direction of statistics and data science.

    Modern Statistics for Modern Biology

    Автор: Holmes Susan
    Название: Modern Statistics for Modern Biology
    ISBN: 1108705294 ISBN-13(EAN): 9781108705295
    Издательство: Cambridge Academ
    Рейтинг:
    Цена: 54910.00 T
    Наличие на складе: Есть у поставщика Поставка под заказ.
    Описание: Designed for a new generation of biologists, this textbook teaches modern computational statistics by using R/Bioconductor to analyze experimental data from high-throughput technologies. The presentation minimizes mathematical notation and emphasizes inductive understanding from well-chosen examples, hands-on simulation, and visualization.

    Visualization Analysis and Design

    Автор: Munzner
    Название: Visualization Analysis and Design
    ISBN: 1466508914 ISBN-13(EAN): 9781466508910
    Издательство: Taylor&Francis
    Рейтинг:
    Цена: 71450.00 T
    Наличие на складе: Есть у поставщика Поставка под заказ.
    Описание:

    Learn How to Design Effective Visualization Systems

    Visualization Analysis and Design provides a systematic, comprehensive framework for thinking about visualization in terms of principles and design choices. The book features a unified approach encompassing information visualization techniques for abstract data, scientific visualization techniques for spatial data, and visual analytics techniques for interweaving data transformation and analysis with interactive visual exploration. It emphasizes the careful validation of effectiveness and the consideration of function before form.

    The book breaks down visualization design according to three questions: what data users need to see, why users need to carry out their tasks, and how the visual representations proposed can be constructed and manipulated. It walks readers through the use of space and color to visually encode data in a view, the trade-offs between changing a single view and using multiple linked views, and the ways to reduce the amount of data shown in each view. The book concludes with six case studies analyzed in detail with the full framework.

    The book is suitable for a broad set of readers, from beginners to more experienced visualization designers. It does not assume any previous experience in programming, mathematics, human-computer interaction, or graphic design and can be used in an introductory visualization course at the graduate or undergraduate level.


    A Modern Introduction to Probability and Statistics: Understanding Why and How

    Автор: Dekking, F.M., Kraaikamp, C., Lopuhaa
    Название: A Modern Introduction to Probability and Statistics: Understanding Why and How
    ISBN: 1849969523 ISBN-13(EAN): 9781849969529
    Издательство: Springer
    Рейтинг:
    Цена: 32560.00 T
    Наличие на складе: Есть у поставщика Поставка под заказ.
    Описание: Suitable for self study Use real examples and real data sets that will be familiar to the audience Introduction to the bootstrap is included - this is a modern method missing in many other books

    Basics of Modern Mathematical Statistics

    Автор: Wolfgang Karl Hardle
    Название: Basics of Modern Mathematical Statistics
    ISBN: 3642368492 ISBN-13(EAN): 9783642368493
    Издательство: Springer
    Рейтинг:
    Цена: 65210.00 T
    Наличие на складе: Есть у поставщика Поставка под заказ.
    Описание: This book presents numerous exercises with solutions to help the reader better understand different aspects of modern statistics. It features applications with R and Matlab code that show how to practically use the methods.


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