Exploratory Data Analysis with MATLAB, Second Edition (Chapman & Hall/CRC Computer Science & Data Analysis)
"The book is very helpful for applied data analysts as an excellent compact overview of popular available methods supplied with a MATLAB code. … Common features and differences between various methods are carefully explained and the book is well understandable from the perspective of the users. … The book, written by very experienced authors, can be strongly recommended as an excellent manual for MATLAB users who need to extract information from their data."—Jan Kalina,ISCB Newsletter, June 2013"The authors present an intuitive and easy-to-read book. … accompanied by many examples, proposed exercises, good references, and comprehensive appendices that initiate the reader unfamiliar with MATLAB. … a great contribution to the field of data analysis, which I am sure will be useful for researchers and practitioners."—Adolfo Alvarez Pinto,International Statistical Review(2011), 79"Practitioners of EDA who use MATLAB will want a copy of this book. … The authors discuss many EDA methods, including graphical approaches. With the book comes the EDA Toolbox (downloadable from the text website) for use with MATLAB. It contains code for all of the algorithms discussed in the text.… the authors strategically inject helpful observations and guidance into the examples throughout the book.… this book does not merely document routines; it shows how to do EDA. The helpful summaries, intuitive explanations, and comprehensive examples make the text so much more than a software cookbook. … The authors have done a great service by bringing together so many EDA routines, but their main accomplishment in this dynamic text is providing the understanding and tools to do EDA.This text, along with the EDA Toolbox, is an excellent resource. Even readers with limited background can quickly be analyzing data and plotting it in interesting ways. For practitioners of EDA who use MATLAB, and ideally also the Statistics Toolbox, I highly recommend this book."—MAA Reviews, April 2011Praise for the First Edition:"This book … has a good introduction to EDA, and then illustrates several applications where MATLAB provides the analysis of data to produce unexpected results."—Books-on-Line"The audience for the book is a wide one and includes statisticians, computer scientists, and others who may be interested in or use EDA. … I found the book to be engagingly written, and successful in its defined task of teaching the reader to use EDA with MATLAB. I liked the graphics and thought that they fully illustrated the techniques used."—Brian Jersky,Journal of the American Statistical Association"The book can also be useful in a classroom setting at the senior undergraduate and graduate level, valuable exercises being included in each chapter."—Neculai Curteanu,Zentralblatt MATH