Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Advanced R Statistical Programming and Data Models: Analysis, Machine Learning, and Visualization

Buy
Carry out a variety of advanced statistical analyses including generalized additive models, mixed effects models, multiple imputation, machine learning, and missing data techniques using R. Each chapter starts with conceptual background information about the techniques, includes multiple examples using R to achieve results, and concludes with a case study.

Written by Matt and Joshua F. Wiley, Advanced R Statistical Programming and Data Models shows you how to conduct data analysis using the popular R language. You’ll delve into the preconditions or hypothesis for various statistical tests and techniques and work through concrete examples using R for a variety of these next-level analytics.  This is a must-have guide and reference on using and programming with the R language.  

What You’ll Learn
  • Conduct advanced analyses in R including: generalized linear models, generalized additive models, mixed effects models, machine learning, and parallel processing
  • Carry out regression modeling using R data visualization, linear and advanced regression, additive models, survival / time to event analysis
  • Handle machine learning using R including parallel processing, dimension reduction, and feature selection and classification
  • Address missing data using multiple imputation in R
  • Work on factor analysis, generalized linear mixed models, and modeling intraindividual variability 
Who This Book Is For


Working professionals, researchers, or students who are familiar with R and basic statistical techniques such as linear regression and who want to learn how to use R to perform more advanced analytics. Particularly, researchers and data analysts in the social sciences may benefit from these techniques. Additionally, analysts who need parallel processing to speed up analytics are given proven code to reduce time to result(s).

(HTML tags aren't allowed.)

All the Mathematics You Missed But Need to Know for Graduate School
All the Mathematics You Missed But Need to Know for Graduate School
"Point set topology, complex analysis, differential forms, the curvature of surfaces, the axiom of choice, Lebesgue integration, Fourier analysis, algorithms, and differential equations.... I found these sections to be the high points of the book. They were a sound introduction to material that some but not all graduate students will...
Schaum's Outline Series Theory and Problems of Projective Geometry
Schaum's Outline Series Theory and Problems of Projective Geometry
The purpose of this book is to provide a first course in Projective Geometry for undergraduate majors in mathematics and for prospective teachers of high school geometry. For the former it will furnish an introduction to the important concept of projective spaces; for the latter it will introduce a more general geometry from which,...
Selenium in Food and Health
Selenium in Food and Health
Selenium is a contradictory nutrient. It has been called the essential poison—too much of it in the diet can be toxic; too little can result in chronic, and sometimes fatal, deficiency. Even health authorities have at times been confused. Although today in the USA, as in most other countries, selenium appears among the trace...

Beginning Git and GitHub: A Comprehensive Guide to Version Control, Project Management, and Teamwork for the New Developer
Beginning Git and GitHub: A Comprehensive Guide to Version Control, Project Management, and Teamwork for the New Developer

Learn the fundamentals of version control through step-by-step tutorials that will teach you the ins-and-outs of Git. This book is your complete guide to how Git and GitHub work in a professional team environment. 

Divided into three parts – Version Control, Project Management and Teamwork – this book...

Schaum's Outline of Advanced Calculus, Second Edition
Schaum's Outline of Advanced Calculus, Second Edition
Master the fundamentals of advanced calculus with Schaum's­­the high-performance study guide. It will help you cut study time, hone problem-solving skills, and achieve your personal best on exams and projects!

Students love Schaum's Outlines because they produce results. Each year, hundreds of thousands of students improve their test...

Schaum's Outline of Mathematical Handbook of Formulas and Tables, 3ed (Schaum's Outline Series)
Schaum's Outline of Mathematical Handbook of Formulas and Tables, 3ed (Schaum's Outline Series)

Schaum's has Satisfied Students for 50 Years.

Now Schaum's Biggest Sellers are in New Editions!

For half a century, more than 40 million students have trusted Schaum's to help them study faster, learn better, and get top grades. Now Schaum's celebrates its 50th birthday with a brand-new...

©2019 LearnIT (support@pdfchm.net) - Privacy Policy