| view 👀:32 |
🙍 oneddl |
redaktor: book24h | Rating👍:
R Statistics Cookbook Over 100 recipes for performing complex statistical operations with R 3.5 [#445707]
Francisco Juretig, "R Statistics Cookbook: Over 100 recipes for performing complex statistical operations with R 3.5"
English | 2019 | pages: 448 | ISBN: 1789802563 | EPUB | 20,0 mb
Solve real-world statistical problems using the most popular R packages and techniques
Key Features
- Learn how to apply statistical methods to your everyday research with handy recipes
- Foster your analytical skills and interpret research across industries and business verticals
- Perform t-tests, chi-squared tests, and regression analysis using modern statistical techniques
Book Description
R is a popular programming language for developing statistical software. This book will be a useful guide to solving common and not-so-common challenges in statistics. With this book, you'll be equipped to confidently perform essential statistical procedures across your organization with the help of cutting-edge statistical tools.
You'll start by implementing data modeling, data analysis, and machine learning to solve real-world problems. You'll then understand how to work with nonparametric methods, mixed effects models, and hidden Markov models. This book contains recipes that will guide you in performing univariate and multivariate hypothesis tests, several regression techniques, and using robust techniques to minimize the impact of outliers in data.You'll also learn how to use the caret package for performing machine learning in R. Furthermore, this book will help you understand how to interpret charts and Descriptions to get insights for better decision making.
By the end of this book, you will be able to apply your skills to statistical computations using R 3.5. You will also become well-versed with a wide array of statistical techniques in R that are extensively used in the data science industry.
What you will learn
- Become well versed with recipes that will help you interpret Descriptions with R
- Formulate advanced statistical models in R to understand its concepts
- Perform Bayesian regression to predict models and input missing data
- Use time series analysis for modelling and forecasting temporal data
- Implement a range of regression techniques for efficient data modelling
- Get to grips with robust statistics and hidden Markov models
- Explore ANOVA (Analysis of Variance) and perform hypothesis testing
Who this book is for
If you are a quantitative researcher, statistician, data analyst, or data scientist looking to tackle various challenges in statistics, this book is what you need! Proficiency in R programming and basic knowledge of linear algebra is necessary to follow along the recipes covered in this book.
Table of Contents
- Getting Started with R and Statistics
- Univariate and Multivariate Tests for Equality of Means
- Linear Regression
- Bayesian Regression
- Nonparametric Methods
- Robust Methods
- Time Series Analysis
- Mixed Effects Models
- Predictive Models Using the Caret Package
- Bayesian Networks and Hidden Markov Models
Download From UploadCloud
https://www.uploadcloud.pro/otzsb7omafsu/f8ofl.R.S.C.O.100.r.f.p.c.s.o.w.R.3.5.R.rar.html
Download From NovaFile
https://nfile.cc/4LrMVJxQ/f8ofl.R.S.C.O.100.r.f.p.c.s.o.w.R.3.5.R.rar
![rapidgator]()
https://rapidgator.net/file/068529ba968f83995269bd1913cedf8f/f8ofl.R.S.C.O.100.r.f.p.c.s.o.w.R.3.5.R.rar.html
https://www.uploadcloud.pro/otzsb7omafsu/f8ofl.R.S.C.O.100.r.f.p.c.s.o.w.R.3.5.R.rar.html
Download From NovaFile
https://nfile.cc/4LrMVJxQ/f8ofl.R.S.C.O.100.r.f.p.c.s.o.w.R.3.5.R.rar
https://rapidgator.net/file/068529ba968f83995269bd1913cedf8f/f8ofl.R.S.C.O.100.r.f.p.c.s.o.w.R.3.5.R.rar.html
Please Help Me Click Connect Icon Below Here and Share News to Social Network | Thanks you !
⚠️ Dead Link ?
You may submit a re-upload request using the search feature.
All requests are reviewed in accordance with our Content Policy.
Significant surge in the popularity of free ebook download platforms. These virtual repositories offer an unparalleled range, covering genres that span from classic literature to contemporary non-fiction, and everything in between. Enthusiasts of reading can easily indulge in their passion by accessing free books download online services, which provide instant access to a wealth of knowledge and stories without the physical constraints of space or the financial burden of purchasing hardcover editions.
Comments (0)
Users of Guests are not allowed to comment this publication.