Data Analysis and Decision Making, 4th Edition
- Length: 1080 pages
- Edition: 4
- Language: English
- Publisher: South-Western College Pub
- Publication Date: 2010-10-12
- ISBN-10: 0538476125
- ISBN-13: 9780538476126
- Sales Rank: #658863 (See Top 100 Books)
DATA ANALYSIS AND DECISION MAKING is a teach-by-example approach, learner-friendly writing style, and complete Excel integration focusing on data analysis, modeling, and spreadsheet use in statistics and management science. The Premium Online Content Website (accessed by a unique code with every new book) includes links to the following add-ins: the Palisade Decision Tools Suite (@RISK, StatTools, PrecisionTree, TopRank, RISKOptimizer, NeuralTools, and Evolver); and SolverTable, allowing users to do sensitivity analysis. All of the add-ins is revised for Excel 2007 and notes about Excel 2010 are added where applicable.
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
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