000 01876nam a22002057a 4500
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020 _a9789355734198 (pbk.)
041 _aEnglish
082 _a658.4033 ALB
100 _aAlbright, S. Christian
245 _aBusiness analytics :
_bdata analysis and decision making /
_cS. Christian Albright; Wayne L. Winston
250 _a7th edition
260 _aNew Delhi :
_bCengage,
_c2023.
300 _axxiii, 882 p. :
_bcol. ill. ;
_c28 cm.
500 _aSixth edition was published: Data analysis and decision making / S. Christian Albright, Wayne L. Winston. Boston, MA: Cengage Learning, 2017
505 _a1. Introduction to Business Analytics. Part 1: DATA ANALYSIS. 2. Describing the Distribution of a Variable. 3. Finding Relationships among Variables. 4. Business Intelligence (BI) Tools for Data Analysis Part 2: PROBABILITY AND DECISION MAKING UNDER UNCERTAINTY. 5. Probability and Probability Distributions. 6. Decision Making under Uncertainty. Part 3: STATISTICAL INFERENCE. 7. Sampling and Sampling Distributions. 8. Confidence Interval Estimation. 9. Hypothesis Testing. Part 4: REGRESSION ANALYSIS AND TIME SERIES FORECASTING. 10. Regression Analysis: Estimating Relationships. 11. Regression Analysis: Statistical Inference. 12. Time Series Analysis and Forecasting. Part 5: OPTIMIZATION AND SIMULATION MODELING. 13. Introduction to Optimization Modeling. 14. Optimization Models. 15. Introduction to Simulation Modeling. 16. Simulation Models. Part 6: ADVANCED DATA ANALYSIS. 17. Data Mining. Part 7: BONUS ONLINE MATERIAL. 18. Analysis of Variance and Experimental Design. 19. Statistical Process Control. Appendix A: Statistical Reporting
650 _aIndustrial management Statistical methods Computer program.
_a Microsoft Excel (Computer file).
700 _aWinston, Wayne L. -- author
942 _c1
999 _c15338
_d15338