Business Analytics: Data Analysis & Decision Making, 5th Edition
- Length: 1008 pages
- Edition: 5
- Language: English
- Publisher: Cengage Learning
- Publication Date: 2014-01-01
- ISBN-10: 1133588263
- ISBN-13: 9781133588269
- Sales Rank: #830356 (See Top 100 Books)
Become a master of data analysis, modeling, and spreadsheet use with BUSINESS ANALYTICS: DATA ANALYSIS AND DECISION MAKING, 5E! This quantitative methods text provides users with the tools to succeed with a teach-by-example approach, student-friendly writing style, and complete Excel 2013 integration. It is also compatible with Excel 2010 and 2007. Problem sets and cases provide realistic examples to show the relevance of the material. The Companion Website includes: the Palisade DecisionTools Suite (@RISK, StatTools, PrecisionTree, TopRank, RISKOptimizer, NeuralTools, and Evolver); SolverTable, which allows you to do sensitivity analysis; data and solutions files, PowerPoint slides, and tutorial videos.
Table of Contents
Chapter 1 Introduction to Data Analysis and Decision Making
PART 1 – Exploring Data
Chapter 2 Describing the Distribution of a Single Variable
Chapter 3 Finding Relationships among Variables
PART 2 – Probability and Decision Making under Uncertainty
Chapter 4 Probability and Probability Distributions
Chapter 5 Normal, Binomial, Poisson, and Exponential Distributions
Chapter 6 Decision Making under Uncertainty
PART 3 – Statistical Inference
Chapter 7 Sampling and Sampling Distributions
Chapter 8 Confidence Interval Estimation
Chapter 9 Hypothesis Testing
PART 4 – Regression Analysis and Time Series Forecasting
Chapter 10 Regression Analysis: Estimating Relationships
Chapter 11 Regression Analysis: Statistical Inference
Chapter 12 Time Series Analysis and Forecasting
PART 5 – Optimization and Simulation Modeling
Chapter 13 Introduction to Optimization Modeling
Chapter 14 Optimization Models
Chapter 15 Introduction to Simulation Modeling
Chapter 16 Simulation Models
PART 6 – Advanced Data Analysis
Chapter 17 Data Mining
PART 7 – Bonus Online Material
Chapter 18 Importing Data into Excel
Chapter 19 Analysis of Variance and Experimental Design
Chapter 20 Statistical Process Control
Appendix A: Statistical Reporting
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