Elementary Statistics Using Excel

ISBN-10: 0201775697
ISBN-13: 9780201775693
Edition: 2nd 2004 (Revised)
Authors: Mario F. Triola
List price: $124.67
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Book details

List price: $124.67
Edition: 2nd
Copyright year: 2004
Publisher: Addison-Wesley Longman, Incorporated
Publication date: 7/10/2003
Binding: Hardcover
Pages: 880
Size: 8.75" wide x 10.00" long x 1.50" tall
Weight: 4.4
Language: English

Introduction to Statistics
Overview
The Nature of Data
Uses and Abuses of Statistics
Design of Experiments
Introduction to Excel
Describing, Exploring, and Comparing Data
Overview
Summarizing Data with Frequency Tables
Pictures of Data
Measures of Center
Measures of Variation
Measures of Position
Exploratory Data Analysis (EDA)
Probability
Overview
Fundamentals
Addition Rule
Multiplication Rule: Basics
Multiplication Rule: Complements and Conditional Probability
Probabilities Through Simulations
Counting
Probability Distributions
Overview
Random Variables
Binomial Probability Distributions
Mean, Variance, and Standard Deviation for the Binomial Distribution
The Poisson Distribution
Normal Probability Distributions
Overview
The Standard Normal Distribution
Normal Distributions: Finding Probabilities
Normal Distributions: Finding Values
The Central Limit Theorem
Normal Distribution as Approximation to Binomial Distribution
Determining Normality
Estimates and Sample Sizes
Overview
Estimating a Population Mean: Large Samples
Estimating a Population Mean: Small Samples
Determining Sample Size Required to Estimate [mu]
Estimating a Population Proportion
Estimating a Population Variance
Hypothesis Testing
Overview
Fundamentals of Hypothesis Testing
Testing a Claim about a Mean: Large Samples
Testing a Claim about a Mean: Small Samples
Testing a Claim about a Proportion
Testing a Claim about a Standard Deviation or Variance
Inferences from Two Samples
Overview
Inferences about Two Means: Independent and Large Samples
Inferences about Two Means: Matched Pairs
Inferences about Two Proportions
Comparing Variation in Two Samples
Inferences about Two Means: Independent and Small Samples
Correlation and Regression
Overview
Correlation
Regression
Variation and Prediction Intervals
Multiple Regression
Modeling
Multinomial Experiments and Contingency Tables
Overview
Multinomial Experiments: Goodness-of-Fit
Contingency Tables: Independence and Homogeneity
Analysis of Variance
Overview
One-Way ANOVA
Two-Way ANOVA
Statistical Process Control
Overview
Control Charts for Variation and Mean
Control Charts for Attributes
Nonparametric Statistics
Overview
Sign Test
Wilcoxon Signed-Ranks Test for Matched Pairs
Wilcoxon Rank-Sum Test for Two Independent Samples
Kruskal-Wallis Test
Rank Correlation
Runs Test for Randomness
Projects, Procedures, Perspectives
A Statistics Group Project
Which Procedure Applies?
A Perspective
Appendices
Tables
Data Sets
Excel References
Glossary
Bibliography
Answers to Odd-Numbered Exercises (and All Review Exercises and All Cumulative Review Exercises)
Credits
Index

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