Data Analysis - Couverture souple

Bishnu, Partha Sarathi ; Bhattacherjee, Vandana

Couverture souple

ISBN 10 : 9387472655 ISBN 13 : 9789387472655

Editeur : PHI Learning, 2019

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Data analysis using statistics and probability with R language is a complete introduction to data analysis. It provides a sound understanding of the foundations of the data analysis, in addition to covering many important advanced topics. Moreover, all the techniques have been implemented using R language as well as Excel.

This book is intended for the undergraduate and postgraduate students of Management and Engineering disciplines. It is also useful for research scholars.

Key Features

1. Covers data analysis topics such as:

Descriptive statistics like mean, median, mode, standard deviation, skewness, kurtosis, correlation and regression
Probability and probability distribution
Inferential statistics like estimation of parameters, hypothesis testing, ANOVA test, chi-square and t-test
Statistical quality control, time series analysis, statistical decision theory
Explorative data analysis like clustering and classification
Advanced techniques like conjoint analysis, panel data analysis, and logistic regression analysis

2. Comprises 12 chapters which include examples, solved problems, review questions and unsolved problems.

3. Requires no programming background and can be used to understand theoretical concepts also by skipping programming.

4. R and Excel implementations, and additional advanced topics are available at https://phindia.com/partha_sarathi_ bishnu_ and_vandana_bhattacherjee

5. Whenever in any branch, data analysis technique is required, this book is the best.

Les informations fournies dans la section � Synopsis � peuvent faire r�f�rence � une autre �dition de ce titre.

� propos de l?auteur

Partha Sarathi Bishnu, PhD, is Assistant Professor, Department of Computer Science and Engineering, Birla Institute of Technology, Ranchi. He has twelve years of teaching and six years of research experience. Dr. Bishnu has published more than 30 research articles. His research area includes Data Analysis, Data Mining, and Data Structure.

Vandana Bhattacherjee, PhD, is Professor, Department of Computer Science and Engineering, Birla Institute of Technology, Ranchi. She has over 60 National and International publications in Journal and Conference Proceedings and published more than 100 research articles. She is a member of IEEE Computer Society and Life Member of Computer Society of India. Her research area includes Software Engineering and Data Mining.

Les informations fournies dans la section � A propos du livre � peuvent faire r�f�rence � une autre �dition de ce titre.