eBook for Multivariate Data Analysis
ISBN: 9789353505448
Higher Education
Author(s): Gerald Keller | Hitesh Arora
ISBN: 9789353502300
1st Edition
Copyright: 2016
India Release: 2023
Binding: eBook
4LTR Press, a Cengage Learning product, is a widely acclaimed concept of learning with a simple approach—creating an innovative teaching and learning solution built around today's learners and teachers. The idea behind bringing out this series of books is to introduce students and teachers in India to an innovative concept in management studies. Since the launch, 4LTR Press has helped more than 1,800,000 college students at over 2,000 schools succeed worldwide.
BSTAT, a 4LTR Press product, takes into account and integrates the inputs from discipline-specific focus groups, conversations, and surveys and presents the content in a visually engaging page layout, keeping intact the high-quality content instructors need. It adopts a persuasive visual medium and offers a balanced approach, demonstrating the Business Statistics practices to take business decisions. The book aims at enjoyable reading and easy attention using comprehensive pedagogical features.
1. What is Statistics?
2. Graphical and Tabular Descriptive Techniques
3. Numerical Descriptive Techniques
4. Data Collection and Sampling
5. Probability
6. Random Variables and Discreet Probability Distributions
7. Continuous Probability Distributions
8. Sampling Distributions
9. Introduction to Estimation
10. Introduction to Hypothesis Testing
11. Inference about a Population
12. Inference about Comparing Two Populations - I
13. Inference about Comparing Two Populations – II
14. Analysis of Variance
15. Chi-Squared Tests
16. Simple Linear Regression and Correlation
17. Multiple Regression
18. Forecasting and Time Series
19. Review of Statistical Inference
Appendix A: Data file sample statistics
Appendix B: Tables
Appendix C: Answers to selected even numbered exercises
Appendix D: A guide to statistical techniques
Appendix E: Index of computer output and instructions
Excel
Minitab
