Multidimensional Data Visualization

本書強調應用多於計算，示範重要的統計方法和工具是如何被現今的管理者所應用。本書囊括超過 1,000 個真實的資料檔案，並衍生超過 2,000 個資料驅動 (data-driven) 的範例、習題及個案、Excel 活頁簿與操作指令，內容遍及商業的各個功能領域，清楚地呈現統計是如何被行銷管理者、金融分析師、會計師以及經濟學者等所應用。 為了加強讀者全面與實務的統計技能，以因應未來在職場上的需求，本書採用三階段的解題方法：透過對問題和資料型態的了解，辨識的正確的統計方法。運用手算或 Excel 計算統計數據。針對問題之意涵詮釋統計結果。

The eighth edition of Multivariate Data Analysis provides an updated perspective on the analysis of all types of data as well as introducing some new perspectives and techniques that are foundational

●NEW SECTION HIGHLIGHTS LEGAL AND ETHICAL ISSUES IN THE USE OF DATA AND ANALYTICS. Chapter 1 includes a new section that addresses common legal and ethical issues related to the use of data and analytics. This new legal and ethical section discusses recent data privacy laws as well as ethical issues that both practitioners and consumers of analytics models should consider.●PRACTICAL, RELEVANT PROBLEMS HELP STUDENTS MASTER CONCEPTS AND HANDS-ON SKILLS. Applications drawn from all functional business areas, including finance, marketing and operations, provide important practice at a variety of levels of difficulty. Time-saving data sets are available for most exercises and cases.●REVISED DATA MINING CHAPTERS OFFER CLEARER PRESENTATION OF CONCEPTS. The authors have reorganized and updated this edition's data mining chapters to ensure students thoroughly understand the presentation. The descriptive data mining chapter (Ch. 5) now appears after the probability chapter so that the data minin

Table of Contents: 1. Data and Distributions 2. Numerical Summary Measures 3. Bivariate and Multivariate Data 4. Obtaining Data 5. Probability and Sampling Distributions 6. Quality and Reliability 7. Estimation and Statistical Intervals 8. Testing Statistical Hypotheses 9. The Analysis of Variance 10. Experimental Design 11. Inferential Methods in Regression and Correlation

●PRINCIPLES OF INSTRUMENTAL ANALYSIS offers the most current data in its coverage and end-of-chapter problem sets, and the authors present material in a student-friendly style that is active and engag

FUNDAMENTAL STATISTICS FOR THE BEHAVIORAL SCIENCES focuses on providing the context of statistics in behavioral research, while emphasizing the importance of looking at data before jumping into a test

本書內容包含1. Introduction to Systems Analysis and Design2. Analyzing the Business Care3. Requirements Modeling4. Data and Process Modeling5. Object Modeling6. Development Strategies7. Output and User Inte

1.There are many new and revised exercises and examples throughout the text. Many of these new exercises use real data.2.Several exercises now refer to material covered in earlier sections and chapter

APPLIED REGRESSION ANALYSIS applies regression to real data and examples while employing commercial statistical and spreadsheet software. Covering the core regression topics as well as optional topics

This updated edition offers a thorough presentation of both the technical and business aspects of data and voice communications in a single volume. Comprehensive coverage explores all the latest tele