Business Statistics and Analytics in Practice, 9/e (Paperback)
Bruce L. Bowerman,Anne M. Drougas,William M. Duckworth,Amy G. Froelich,Ruth M. Hummel,Kyle B. Moninger,Patrick J. Schur
- 出版商: McGraw-Hill Education
- 出版日期: 2019-05-17
- 售價: $1,720
- 貴賓價: 9.5 折 $1,634
- 語言: 英文
- 頁數: 906
- ISBN: 126028784X
- ISBN-13: 9781260287844
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相關分類:
機率統計學 Probability-and-statistics
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商品描述
1. A modern, practical and unique framework for teaching an introductory course in Business Statistics.
2. Employs realistic examples, continuing case studies and a business improvement theme to teach the material.
3. Features more concise and lucid explanations, an improved topic flow and a sensible use of the best and most compelling examples.
目錄大綱
Ch 1 An Introduction to Business Statistics and Analytics
Ch 2 Descriptive Statistics and Analytics: Tabular and Graphical Methods
Ch 3 Descriptive Statistics and Analytics: Numerical Methods
Ch 4 Probability and Probability Models
Ch 5 Predictive Analytics I: Trees, k-Nearest Neighbors, Naive Bayes’, and Ensemble Estimates
Ch 6 Discrete Random Variables
Ch 7 Continuous Random Variables
Ch 8 Sampling Distributions
Ch 9 Confidence Intervals
Ch10 Hypothesis Testing
Ch11 Statistical Inferences Based on Two Samples
Ch12 Experimental Design and Analysis of Variance
Ch13 Chi-Square Tests
Ch14 Simple Linear Regression Analysis
Ch15 Multiple Regression and Model Building
Ch16 Predictive Analytics II: Logis¬tic Regression, Discriminate Analysis, and Neural Networks
Ch17 Time Series Forecasting and Index Numbers
Ch18 Nonparametric Methods
Ch19 Decision Theory
Ch20 (Online) Process Improvement Using Control Charts for Website
Appendix A Statistical Tables
Appendix B (Online) Chapter by Chapter MegaStat
