Model-Based Clustering and Classification for Data Science. With Applications in R, Hardback - Adrian E. Raftery

This accessible but rigorous introduction is written for advanced undergraduates and beginning graduate students in data science, as well as resear...

Redescopera farmecul lecturii si alege-ti de pe elefant.ro carti in limba engleza scrise de autori consacrati. Iti punem la dispozitie sute de mii ...

Redescopera farmecul lecturii si alege-ti de pe elefant.ro carti in limba engleza scrise de autori consacrati. Iti punem la dispozitie sute de mii ...

Joint Species Distribution Modelling is for graduate students and researchers interested in analysing data on community ecology and placing their r...

Reducere. An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense...

Contributor(s): Author: Antoine GuisanAuthor: Wilfried ThuillerAuthor: Niklaus E. ZimmermannThis book introduces the key stages of niche-based habi...

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Redescopera farmecul lecturii si alege-ti de pe elefant.ro carti in limba engleza scrise de autori consacrati. Iti punem la dispozitie sute de mii ...

Modern Statistical Methodology and Software for Analyzing Spatial Point Patterns Spatial Point Patterns: Methodology and Applications with R shows ...

Contributor(s): Author: Hadley WickhamAuthor: Garrett GrolemundLearn how to use R to turn raw data into insight, knowledge, and understanding. This...

DescriptionHigh-dimensional probability offers insight into the behavior of random vectors, random matrices, random subspaces, and objects used to ...

Summary R in Action, Second Edition presents both the R language and the examples that make it so useful for business developers. Focusing on pract...

Reducere. Enhance your data science programming and analysis with the Wolfram programming language and Mathematica, an applied mathematical tools suite. The ...

This book provides the intuition and basic vocabulary as steps towards the financial, statistical, and algorithmic knowledge needed to resolve curr...

Aimed at graduate students, this textbook examines the importance of data analysis to understanding biological, physical, and chemical systems, and...

Reducere. Data Science Applications using Python and R is the second book in a series that began in 2018. This volume is dedicated to text analytics and natu...

This book provides a comprehensive overview of Blockchain for 6G enabled network-based applications. Following the key services of Blockchain techn...

"The book begins by going over the basics of R and the tidyverse. You learn R throughout the book, but in the first part we go over the building bl...

Publisher: Elsevier Science & TechnologyAuthor(s): Marc (Population Ecologist, Swiss Ornithological Institute, Switzerland) KeryIllustration(s): Ap...

Publisher: Taylor & Francis LtdAuthor(s): G. David GarsonIllustration(s): 163 Halftones, color; 163 Illustrations, colorNumber of pages: 686Publica...

The world today is driven by Industry 4.0, which is generating data at an uncontrolled pace. This book examines Big Data and its applications. It e...

Data Science for Business with R focuses on the concepts foundational for students starting a business analytics or data science course. The book f...

This book is designed to make spatio-temporal modeling and analysis understandable to students and researchers, mathematicians and statisticians an...

This book focuses on data mining for co-location pattern, a valid method for identifying patterns from all types of data and applying them in busin...

If you are looking to master the fundamental concepts of Data Science driven by the Python programming language to develop a solid understanding of...

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This book focuses on the application of statistical analyses in the environmental, agricultural, and natural resources disciplines.Publisher: Taylo...

STAT2 is designed to help students build on their statistical knowledge in order to analyze rich datasets using statistical models. The book develo...

Revised edition of: Applied Bayesian hierarchical methods. c2010.

This book provides a thorough introduction to both individual decision tree algorithms (Part I) and ensembles thereof (Part II). Part I of the book...

Intermediate-Advanced user levelPublisher: APressAuthor(s): Tshepo Chris NokeriIllustration(s): 107 Illustrations, black and white; XVIII, 228 p. 1...

The Foundational Hands-On Skills You Need to Dive into Data Science "Freeman and Ross have created the definitive resource for new and aspiring dat...

"The book contains an enormous amount of information -- mathematical, bibliographical and historical -- interwoven with some outstanding heuristic ...

DescriptionProbability and Statistics for Data Science: Math + R + Data covers "math stat"--distributions, expected value, estimation etc.--but tak...

From Data to Decisions in Music Education Research provides a structured and hands-on approach to working with empirical data in the context of mus...

Reducere. Contributor(s): Author: Ashutosh R. NandeshwarAuthor: Devine RodgerDiscover the techniques used by the top R programmers to generate data-driven so...

Shows how innovation in computer vision methods can markedly lower the costs of using images as data. Introduces readers to deep learning algorithm...

Publisher: Taylor & Francis LtdAuthor(s): Jaap E. WieringaIllustration(s): 205 Line drawings, color; 7 Tables, color; 205 Illustrations, colorNumbe...

Real-world data sets are messy and complicated. Written for students in social science and public management, this authoritative but approachable g...

Reducere. DescriptionThe goal of Optimal Transport (OT) is to define geometric tools that are useful to compare probability distributions. Their use dates ba...

This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scienti...

"This book describes interactive data visualization using the R package plotly. It focuses on tools and techniques that data analysts should find u...

Publisher: Elsevier Science & TechnologyAuthor(s): William (Professor, Lamont-Doherty Earth Observatory of Columbia University, Palisades, NY, USA)...