| 000 -LEADER |
|---|
| fixed length control field |
01701nam a2200217Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20230406131219.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
201022s2019 xx 000 0 und d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9788126568772 |
| 040 ## - CATALOGING SOURCE |
|---|
| Transcribing agency |
0 |
| 041 ## - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
658.5 KUM |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kumar, U Dinesh |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Business analytics : |
| Remainder of title |
The science of data-driven decision making / |
| Statement of responsibility, etc. |
Kumar, U Dinesh |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Name of publisher, distributor, etc. |
Wiley India (P) Ltd |
| Date of publication, distribution, etc. |
2019 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
714 |
| 365 ## - TRADE PRICE |
|---|
| Price amount |
729.00 |
| Currency code |
Rs |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
The book has 17 chapters and address all components of analytics such as descriptive, predictive and prescriptive analytics. The first few chapters are dedicated to foundations of business analytics. Introduction to business analytics and its components such as descriptive, predictive and prescriptive analytics along with several applications are discussed in Chapter 1. In Chapters 2 to 8, we discuss basic statistical concepts such as descriptive statistics, concept of random variables, discrete and continuous random variables, confidence interval, hypothesis testing, analysis of variance and correlation. Chapters 9 to 13 are dedicated to predictive analytics techniques such as multiple linear regression, logistic regression, decision tree learning and forecasting techniques. Clustering is discussed in Chapter 14. Chapter 15 is dedicated to prescriptive analytics in which concepts such as linear programming, integer programming, and goal programming are discussed. Stochastic models and Six Sigma are discussed in Chapters 16 and 17, respectively.<br/> |
| 651 ## - SUBJECT ADDED ENTRY--GEOGRAPHIC NAME |
|---|
| Geographic name |
Mathematical Statistics -Business Logistics |
| Form subdivision |
Programming languages (Electronic computers) |
| General subdivision |
Information retrieval |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
BOOK |
