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Business Statistics：Communicating with Numbers
作者：
Sanjiv Jaggia、Alison Kelly
分類：
財經投資
／
統計
出版社：
McGraw Hill
出版日期：2021/7/15
ISBN：9781260597561
書籍編號：kk0537331
頁數：770
定價：
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Business Statistics: Communicating with Numbers 內容簡介 In the fourth edition of Business Statistics, we have made substantial revisions that address the current needs of the market. These revisions are based on the feedback of countless reviewers and users of our earlier edtions. The emphasis in this editionhas been to strengthen the connection between business statistics and data analytics. More than ever, colleges and universities across the United States and abroad are incorporating business analytics into their curricula, and businesses are scrambling to find qualified professionals who can translate statistical analysis into decisions that improve performance. We believe that the fourth edition will not only introduce students to data analytics, but will also excite them to further explore the field. There are four major innovations in this edition: 1.Descriptive: More emphasis on data preparation and visualization 2.Predictive: Significant rewrite of regression and forecasting 3.Technology: More reliance on statistical software and Connect 4.Storytelling: More relevant discussion
作者簡介 Sanjiv Jaggia 現職：California Polytechnic State University Alison Kelly 現職：Suffolk University
目錄 PART I: INTRODUCTION Ch1 Data and Data Preparation PART II: DESCRIPTIVE STATISTICS Ch2 Tabular and Graphical Methods Ch3 Numerical Descriptive Measures PART III: PROBABILITY AND PROBABILITY DISTRIBUTIONS Ch4 Introduction to Probability Ch5 Discrete Probability Distributions Ch6 Continuous Probability Distributions PART IV: BASIC INFERENCE Ch7 Sampling and Sampling Distributions Ch8 Interval Estimation Ch9 Hypothesis Testing Ch10 Statistical Inference Concerning Two Populations Ch11 Statistical Inference Concerning Variance Ch12 Chi-Square Tests PART V: ADVANCED INFERENCE Ch13 Analysis of Variance Ch14 Regression Analysis Ch15 Inference with Regression Models Ch16 Regression Models for Nonlinear Relationships Ch17 Regression Models with Dummy Variables Part VI: SUPPLEMENTARY TOPICS Ch18 Forecasting with Time Series Data Ch19 Returns, Index Numbers and Inflation Ch20 Nonparametric Tests APPENDIXES APPENDIX A: Getting Started with R APPENDIX B: Tables APPENDIX C: Answers to Selected Even-Numbered Exercises
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