Business Statistics : Communicating with Numbers, 4/e (IE-Paperback)
暫譯: 商業統計：用數字溝通，第4版 (IE-平裝本)

Sanjiv Jaggia , Alison Kelly

Business Statistics : Communicating with Numbers, 4/e (IE-Paperback)

商品描述

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

商品描述(中文翻譯)

在《商業統計學》第四版中，我們進行了大幅修訂，以滿足當前市場的需求。這些修訂是基於無數評審和早期版本使用者的反饋。
本版的重點是加強商業統計學與數據分析之間的聯繫。比以往任何時候，來自美國及國外的高校都在其課程中納入商業分析，而企業則急於尋找能夠將統計分析轉化為改善績效決策的合格專業人才。我們相信，第四版不僅會讓學生接觸到數據分析，還會激發他們進一步探索這一領域的興趣。
本版有四項主要創新：
1. 描述性：更強調數據準備和可視化
2. 預測性：對回歸分析和預測進行了重大重寫
3. 技術：更依賴統計軟體和 Connect
4. 故事講述：更相關的討論

目錄大綱

PART I: INTRODUCTION
Ch 1 Data and Data Preparation

PART II: DESCRIPTIVE STATISTICS
Ch 2 Tabular and Graphical Methods
Ch 3 Numerical Descriptive Measures

PART III: PROBABILITY AND PROBABILITY DISTRIBUTIONS
Ch 4 Introduction to Probability
Ch 5 Discrete Probability Distributions
Ch 6 Continuous Probability Distributions

PART IV: BASIC INFERENCE
Ch 7 Sampling and Sampling Distributions
Ch 8 Interval Estimation
Ch 9 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

目錄大綱(中文翻譯)

PART I: INTRODUCTION

Ch 1 Data and Data Preparation

PART II: DESCRIPTIVE STATISTICS

Ch 2 Tabular and Graphical Methods

Ch 3 Numerical Descriptive Measures

PART III: PROBABILITY AND PROBABILITY DISTRIBUTIONS

Ch 4 Introduction to Probability

Ch 5 Discrete Probability Distributions

Ch 6 Continuous Probability Distributions

PART IV: BASIC INFERENCE

Ch 7 Sampling and Sampling Distributions

Ch 8 Interval Estimation

Ch 9 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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