DATA ANALYSIS AND GRAPHICS USING R CAMBRIDGE SERIES IN STATISTICAL AND PROBABILISTIC MATHEMATICS 10

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Data Analysis And Graphics Using R

Author : John Maindonald
ISBN : 9781139486675
Genre : Computers
File Size : 85.28 MB
Format : PDF, Mobi
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Discover what you can do with R! Introducing the R system, covering standard regression methods, then tackling more advanced topics, this book guides users through the practical, powerful tools that the R system provides. The emphasis is on hands-on analysis, graphical display, and interpretation of data. The many worked examples, from real-world research, are accompanied by commentary on what is done and why. The companion website has code and datasets, allowing readers to reproduce all analyses, along with solutions to selected exercises and updates. Assuming basic statistical knowledge and some experience with data analysis (but not R), the book is ideal for research scientists, final-year undergraduate or graduate-level students of applied statistics, and practising statisticians. It is both for learning and for reference. This third edition expands upon topics such as Bayesian inference for regression, errors in variables, generalized linear mixed models, and random forests.
Category: Computers

Probability And Statistics With R Second Edition

Author : Maria Dolores Ugarte
ISBN : 9781466504400
Genre : Mathematics
File Size : 46.64 MB
Format : PDF
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Cohesively Incorporates Statistical Theory with R Implementation Since the publication of the popular first edition of this comprehensive textbook, the contributed R packages on CRAN have increased from around 1,000 to over 6,000. Designed for an intermediate undergraduate course, Probability and Statistics with R, Second Edition explores how some of these new packages make analysis easier and more intuitive as well as create more visually pleasing graphs. New to the Second Edition Improvements to existing examples, problems, concepts, data, and functions New examples and exercises that use the most modern functions Coverage probability of a confidence interval and model validation Highlighted R code for calculations and graph creation Gets Students Up to Date on Practical Statistical Topics Keeping pace with today’s statistical landscape, this textbook expands your students’ knowledge of the practice of statistics. It effectively links statistical concepts with R procedures, empowering students to solve a vast array of real statistical problems with R. Web Resources A supplementary website offers solutions to odd exercises and templates for homework assignments while the data sets and R functions are available on CRAN.
Category: Mathematics

Amstat News

Author :
ISBN : UOM:39015059069131
Genre : Statistics
File Size : 27.23 MB
Format : PDF
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Category: Statistics

The R Software

Author : Pierre Lafaye de Micheaux
ISBN : 9781461490203
Genre : Computers
File Size : 28.10 MB
Format : PDF, Kindle
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The contents of The R Software are presented so as to be both comprehensive and easy for the reader to use. Besides its application as a self-learning text, this book can support lectures on R at any level from beginner to advanced. This book can serve as a textbook on R for beginners as well as more advanced users, working on Windows, MacOs or Linux OSes. The first part of the book deals with the heart of the R language and its fundamental concepts, including data organization, import and export, various manipulations, documentation, plots, programming and maintenance. The last chapter in this part deals with oriented object programming as well as interfacing R with C/C++ or Fortran, and contains a section on debugging techniques. This is followed by the second part of the book, which provides detailed explanations on how to perform many standard statistical analyses, mainly in the Biostatistics field. Topics from mathematical and statistical settings that are included are matrix operations, integration, optimization, descriptive statistics, simulations, confidence intervals and hypothesis testing, simple and multiple linear regression, and analysis of variance. Each statistical chapter in the second part relies on one or more real biomedical data sets, kindly made available by the Bordeaux School of Public Health (Institut de Santé Publique, d'Épidémiologie et de Développement - ISPED) and described at the beginning of the book. Each chapter ends with an assessment section: memorandum of most important terms, followed by a section of theoretical exercises (to be done on paper), which can be used as questions for a test. Moreover, worksheets enable the reader to check his new abilities in R. Solutions to all exercises and worksheets are included in this book.
Category: Computers

Handbook Of Monte Carlo Methods

Author : Dirk P. Kroese
ISBN : UCSD:31822037431095
Genre : Mathematics
File Size : 77.60 MB
Format : PDF, ePub, Docs
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"The purpose of this handbook is to provide an accessible and comprehensive compendium of Monte Carlo techniques and related topics. It contains a mix of theory (summarized), algorithms (pseudo and actual), and applications. Since the audience is broad, the theory is kept to a minimum, this without sacrificing rigor. The book is intended to be used as an essential guide to Monte Carlo methods to quickly look up ideas, procedures, formulas, pictures, etc., rather than purely a monograph for researchers or a textbook for students. As the popularity of these methods continues to grow, and new methods are developed in rapid succession, the staggering number of related techniques, ideas, concepts and algorithms makes it difficult to maintain an overall picture of the Monte Carlo approach. This book attempts to encapsulate the emerging dynamics of this field of study"--
Category: Mathematics

Forthcoming Books

Author : Rose Arny
ISBN : UOM:39015054030385
Genre : American literature
File Size : 41.8 MB
Format : PDF, Docs
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Category: American literature

Author : Steven D. Levitt
ISBN : 9789960543932
Genre : Business & Economics
File Size : 77.84 MB
Format : PDF, Mobi
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أيهما أشد خطراً، المسدس أم حوض السباحة؟ ما هي الأشياء المشتركة بين معلمي المدارس ومصارعي السومو؟ لماذا ما يزال تجار المخدرات يعيشون مع أمهاتهم؟ ما هو مقدار اهتمام الوالدين حقاً؟ ما هو تأثير قضية «رو» و«ويد» في جرائم العنف؟ قد لا تبدو هذه الأسئلة مثل الأسئلة النمطية التي يسألها الاقتصادي، لكن ستيفن د. ليفيت ليس اقتصادياً نمطياً؛ إنه عالم شجاع أكثر من أي شيء آخر، يدرس المادة والأحاجي في الحياة اليومية ــ من الغش والجريمة إلى الرياضة وتربية الأطفال ــ وتقوم استنتاجاته عادة على قلب الحكمة التقليدية رأساً على عقب. وغالباً ما يبدأ بتل كبير من المعطيات وبسؤال بسيط لم يطرح من قبل. إنه يهتم ببعض هذه الأسئلة مثل قضايا الحياة والموت، وبعضها الآخر ذو ميزات استثنائية دون شك. وهكذا يحتوي هذا الكتاب على حقل جديد من الدراسة، وهو (الاقتصاد العجيب). ومن خلال سرده للقصص الآسرة ومن النظرة العميقة غير المباشرة، يبين ليفيت وزميله ستيفن ج. دوبنر أن الاقتصاد -في جذوره- دراسة للحوافز ـــ كيف يحصل الناس على ما يريدون أو يحتاجون، لاسيما عندما يريد الناس الآخرون الشيء ذاته أو يحتاجونه. في كتابهما (الاقتصاد العجيب)، يشرع المؤلفان في استكشاف الجانب الخفي ـــ من كل شيء؛ الأعمال الداخلية لعصابة مخدرات، وحقيقة الوسطاء العقاريين، وأساطير تمويل الحملات. وقصص الغش لدى معلمي المدارس. وأسرار جمعية كوكلوكس كلان (العرقية). ومن هنا فإذا كانت الأخلاق تمثل كيف نريد للعالم أن يسير، فإن الاقتصاد يمثل كيف يعمل العالم فعلاً. صحيح إن قراء هذا الكتاب سيتسلحون بقصص وأحاجٍ تكفي لتروى في آلاف الحفلات، لكن كتاب (الاقتصاد العجيب) يستطيع أن يقدم أكثر من ذلك، إنه يعيد تعريف الطريقة التي ننظر بها إلى العالم الحديث تعريفاً حرفياً. العبيكان للنشر
Category: Business & Economics

Which Degree

Author :
ISBN : 0862633346
Genre : Universities and colleges
File Size : 49.1 MB
Format : PDF, Kindle
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Category: Universities and colleges

The Software Encyclopedia

Author :
ISBN : STANFORD:36105026453774
Genre : Computer industry
File Size : 62.90 MB
Format : PDF, Kindle
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Category: Computer industry