Book Archives - Datanovia https://www.datanovia.com/en/product-category/book/ Data Mining and Statistics for Decision Support Wed, 11 Sep 2024 20:57:39 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.2 Practical Statistics in R for Comparing Groups: Numerical Variables https://www.datanovia.com/en/product/practical-statistics-in-r-for-comparing-groups-numerical-variables/ https://www.datanovia.com/en/product/practical-statistics-in-r-for-comparing-groups-numerical-variables/#comments Thu, 28 Nov 2019 20:59:46 +0000 https://www.datanovia.com/en/?post_type=product&p=10852 (This is an ebook)

This R Statistics book provides a solid step-by-step practical guide to statistical inference for comparing groups means using the R software. It is designed to get you doing the statistical tests in R as quick as possible. The book focuses on implementation and understanding of the methods, without having to struggle through pages of mathematical proofs.

You will be guided through the steps of summarizing and visualizing the data, checking the assumptions and performing statistical tests in R, interpreting and reporting the results.

The main parts of the book include: PART I. Statistical tests and assumptions for the comparison of groups means; PART II. comparing two means (t-test, Wilcoxon test, Sign test); PART III. comparing multiple means (ANOVA - Analysis of Variance for independent measures, repeated measures ANOVA, mixed ANOVA, ANCOVA and MANOVA, Kruskal-Wallis test and Friedman test).

 

Order a Physical Copy on Amazon:
Amazon

Or, Buy and Download Now a PDF Copy by clicking on the "ADD TO CART" button down below. You will receive a link to download a PDF copy (click to see the book preview)

The post Practical Statistics in R for Comparing Groups: Numerical Variables appeared first on Datanovia.

]]> https://www.datanovia.com/en/product/practical-statistics-in-r-for-comparing-groups-numerical-variables/feed/ 28 Inter-Rater Reliability Essentials: Practical Guide in R https://www.datanovia.com/en/product/inter-rater-reliability-essentials-practical-guide-in-r/ https://www.datanovia.com/en/product/inter-rater-reliability-essentials-practical-guide-in-r/#comments Wed, 06 Nov 2019 23:28:40 +0000 https://www.datanovia.com/en/?post_type=product&p=10297 This ebook presents the essentials of inter-rater reliability analyses in R.

Key features:

  • Covers the most common statistical measures for the inter-rater reliability analyses, including cohen’s Kappa, weighted kappa, Light’s kappa , Fleiss kappa, intraclass correlation coefficient and agreement chart.
  • Key assumptions are presented
  • Short, self-contained chapters with practical examples.
Order a Physical Copy on Amazon:

Amazon

Or, Buy and Download Now a PDF Copy by clicking on the "ADD TO CART" button down below. You will receive a link to download a PDF copy (click to see the book preview)

The post Inter-Rater Reliability Essentials: Practical Guide in R appeared first on Datanovia.

]]> https://www.datanovia.com/en/product/inter-rater-reliability-essentials-practical-guide-in-r/feed/ 3 GGPlot2 Essentials for Great Data Visualization in R https://www.datanovia.com/en/product/ggplot2-essentials-for-great-data-visualization-in-r/ https://www.datanovia.com/en/product/ggplot2-essentials-for-great-data-visualization-in-r/#comments Sun, 30 Dec 2018 10:08:57 +0000 https://www.datanovia.com/en/?post_type=product&p=8307 This book presents the essentials of ggplot2 package to easily create beautiful graphics in R.

Key features:
- Covers the most important graphic functions
- Short, self-contained chapters with practical examples.

Order a Physical Copy on Amazon:
AmazonOr, Buy and Download Now a PDF Copy by clicking on the "ADD TO CART" button down below. You will receive a link to download a PDF copy (click to see the book preview)

The post GGPlot2 Essentials for Great Data Visualization in R appeared first on Datanovia.

]]> https://www.datanovia.com/en/product/ggplot2-essentials-for-great-data-visualization-in-r/feed/ 21 Machine Learning Essentials: Practical Guide in R https://www.datanovia.com/en/product/machine-learning-essentials-practical-guide-in-r/ https://www.datanovia.com/en/product/machine-learning-essentials-practical-guide-in-r/#comments Sat, 22 Sep 2018 09:16:59 +0000 https://www.datanovia.com/en/?post_type=product&p=7189 Discovering knowledge from big multivariate data, recorded every days, requires specialized machine learning techniques. This book presents an easy to use practical guide in R to compute the most popular machine learning methods for exploring data sets, as well as, for building predictive models.

Order a Physical Copy on Amazon:
Amazon

Or, Buy and Download Now a PDF Copy by clicking on the "ADD TO CART" button down below. You will receive a link to download a PDF copy (click to see the book preview)

The post Machine Learning Essentials: Practical Guide in R appeared first on Datanovia.

]]> https://www.datanovia.com/en/product/machine-learning-essentials-practical-guide-in-r/feed/ 33 Network Analysis and Visualization in R https://www.datanovia.com/en/product/network-analysis-and-visualization-in-r/ https://www.datanovia.com/en/product/network-analysis-and-visualization-in-r/#comments Sat, 22 Sep 2018 10:56:48 +0000 https://www.datanovia.com/en/?post_type=product&p=7186 This book provides a quick start guide to network analysis and visualization in R. You'll learn, how to create static and interactive network graphs.

Order a Physical Copy on Amazon:
Amazon

Or, Buy and Download Now a PDF Copy by clicking on the "ADD TO CART" button down below. You will receive a link to download a PDF copy

The post Network Analysis and Visualization in R appeared first on Datanovia.

]]> https://www.datanovia.com/en/product/network-analysis-and-visualization-in-r/feed/ 6 R Graphics Essentials for Great Data Visualization https://www.datanovia.com/en/product/r-graphics-essentials-for-great-data-visualization/ https://www.datanovia.com/en/product/r-graphics-essentials-for-great-data-visualization/#comments Sat, 22 Sep 2018 06:28:51 +0000 https://www.datanovia.com/en/?post_type=product&p=7183 This book provides more than 200 practical examples to create great graphics for the right data using either the ggplot2 package and extensions or the traditional R graphics.

Order a Physical Copy on Amazon:
Amazon

Or, Buy and Download Now a PDF Copy by clicking on the "ADD TO CART" button down below. You will receive a link to download a PDF copy (click to see the book preview)

The post R Graphics Essentials for Great Data Visualization appeared first on Datanovia.

]]> https://www.datanovia.com/en/product/r-graphics-essentials-for-great-data-visualization/feed/ 20 Practical Guide To Principal Component Methods in R https://www.datanovia.com/en/product/practical-guide-to-principal-component-methods-in-r/ https://www.datanovia.com/en/product/practical-guide-to-principal-component-methods-in-r/#comments Fri, 21 Sep 2018 20:15:37 +0000 https://www.datanovia.com/en/?post_type=product&p=7178 This book provides a solid practical guidance to summarize, visualize and interpret the most important information in a large multivariate data sets, using principal component methods in R.

You will learn:

  • Principal Component Analysis (PCA) for summarizing a large dataset of continuous variables
  • Simple Correspondence Analysis (CA) for large contingency tables formed by two categorical variables
  • Multiple Correspondence Analysis (MCA) for a data set with more than 2 categorical variables
  • Methods for analyzing a data set containing a mix of variables (continuous and categorical) structured or not into groups: Factor Analysis of Mixed Data (FAMD) and Multiple Factor Analysis (MFA).
  • Hierarchical Clustering on Principal Components (HCPC), which is useful for performing clustering with a data set containing only categorical variables or with a mixed data of categorical and continuous variables
Order a Physical Copy on Amazon:
Amazon

Or, Buy and Download Now a PDF Copy by clicking on the "ADD TO CART" button down below. You will receive a link to download a PDF copy (click to see the book preview)

The post Practical Guide To Principal Component Methods in R appeared first on Datanovia.

]]> https://www.datanovia.com/en/product/practical-guide-to-principal-component-methods-in-r/feed/ 32 Practical Guide to Cluster Analysis in R https://www.datanovia.com/en/product/practical-guide-to-cluster-analysis-in-r/ https://www.datanovia.com/en/product/practical-guide-to-cluster-analysis-in-r/#comments Sat, 15 Sep 2018 17:44:36 +0000 https://www.datanovia.com/en/?post_type=product&p=7164 This book provides practical guide to cluster analysis, elegant visualization and interpretation. It covers 1) dissimilarity measures; 2) partitioning clustering methods (K-means, K-Medoids and CLARA algorithms); 3) hierarchical clustering method; 4) clustering validation and evaluation strategies; 5) advanced clustering methods, including: Hierarchical k-means clustering, Fuzzy clustering, Model-based clustering and Density-based clustering.

 

Order a Physical Copy on Amazon:
Amazon

Or, Buy and Download Now a PDF Copy by clicking on the "ADD TO CART" button down below. You will receive a link to download a PDF copy (click to see the book preview)

The post Practical Guide to Cluster Analysis in R appeared first on Datanovia.

]]> https://www.datanovia.com/en/product/practical-guide-to-cluster-analysis-in-r/feed/ 39