Statistics: Informed Decisions Using Data, Global Edition

Name: Statistics: Informed Decisions Using Data, Global Edition
Price: 4490 ISK
Availability: InStock
Author: Michael Sullivan III
ISBN: 9781292738727

Höfundur: Michael Sullivan III (Útgáfa: 7)

Kaup valmöguleikar

Statistics: Informed Decisions Using Data helps you see the bigger picture and make informed choices for real-life situations such as buying a car, investing money, and choosing a place to live. It offers a practical emphasis that shows how statistics is connected not only to concepts, but to our world at large. The 7th Edition adds a new set of Threaded Health and Nutrition Problems, drawing on National Health and Nutrition Examination Survey data obtained from the Centers for Disease Control and Prevention (CDC).

Nánar um bókina

Útgefandi: Pearson International Content

ISBN: 9781292738727

Print ISBN: 9781292738741

Format: ePub

Útgáfa: 7

Höfundar: Michael Sullivan III

Tungumál: English

Útgefið: 2025-07-11

Prent takmörkun á líftíma: 100

Prent takmörkun: 2

Afritunar takmörkun: 2

Kaflar

Cover
Cover
Notes from the Author
Sullivan's Pathway to Making an Informed Decision
Sullivan's Guide to Putting It Together
Threaded Tornado Problems
NEW! Threaded National Health and Nutrition Examination Survey (NHANES) Problems
Front Matter
Title Page
Copyright Page
Dedication
Table of Contents
Preface to the Instructor
Acknowledgments
Applications Index
List of Videos in This eTextbook
PART 1: Getting the Information You Need
PART 1: Getting the Information You Need
Chapter 1: Data Collection
Outline
1.1 Introduction to the Practice of Statistics
1.1 Assess Your Understanding
1.2 Observational Studies Versus Designed Experiments
1.2 Assess Your Understanding
1.3 Simple Random Sampling
1.3 Assess Your Understanding
1.4 Other Effective Sampling Methods
1.4 Assess Your Understanding
1.5 Bias in Sampling
1.5 Assess Your Understanding
1.6 The Design of Experiments
1.6 Assess Your Understanding
Chapter 1 Review
Chapter 1 Review Exercises
Chapter 1 Test
Chapter 1 Projects
PART 2: Descriptive Stastics
PART 2: Descriptive Stastics
Chapter 2: Organizing and Summarizing Data
Outline
2.1 Organizing Qualitative Data
2.1 Assess Your Understanding
2.2 Organizing Quantitative Data: The Popular Displays
2.2 Assess Your Understanding
2.3 Additional Displays of Quantitative Data
2.3 Assess Your Understanding
2.4 Graphical Misrepresentations of Data
2.4 Assess Your Understanding
Chapter 2 Review
Chapter 2 Review Exercises
Chapter 2 Test
Chapter 2 Projects
Chapter 3: Numerically Summarizing Data
Outline
3.1 Measures of Central Tendency
3.1 Assess Your Understanding
3.2 Measures of Dispersion
3.2 Assess Your Understanding
3.3 Measures of Central Tendency and Dispersion from Grouped Data
3.3 Assess Your Understanding
3.4 Measures of Position and Outliers
3.4 Assess Your Understanding
3.5 The Five-number Summary and Boxplots
3.5 Assess Your Understanding
Chapter 3 Review
Chapter 3 Review Exercises
Chapter 3 Test
Chapter 3 Projects
Chapter 4: Describing the Relation Between Two Variables
Outline
4.1 Scatter Diagrams and Correlation
4.1 Assess Your Understanding
4.2 Least-squares Regression
4.2 Assess Your Understanding
4.3 Diagnostics on the Least-squares Regression Line
4.3 Assess Your Understanding
4.4 Contingency Tables and Association
4.4 Assess Your Understanding
4.5 Nonlinear Regression: Transformations
4.5 Assess Your Understanding
Chapter 4 Review
Chapter 4 Review Exercises
Chapter 4 Test
Chapter 4 Projects
PART 3: Probability and Probability Distributions
PART 3: Probability and Probability Distributions
Chapter 5: Probability
Outline
5.1 Probability Rules
5.1 Assess Your Understanding
5.2 The Addition Rule and Complements
5.2 Assess Your Understanding
5.3 Independence and the Multiplication Rule
5.3 Assess Your Understanding
5.4 Conditional Probability and the General Multiplication Rule
5.4 Assess Your Understanding
5.5 Counting Techniques
5.5 Assess Your Understanding
5.6 Simulating Probability Experiments
5.6 Assess Your Understanding
5.7 Putting It Together: Which Method Do I Use?
5.7 Assess Your Understanding
5.8 Bayes’s Rule
5.8 Assess Your Understanding
Chapter 5 Review
Chapter 5 Review Exercise
Chapter 5 Test
Chapter 5 Projects
Chapter 6: Discrete Probability Distributions
Outline
6.1 Discrete Random Variables
6.1 Assess Your Understanding
6.2 The Binomial Probability Distribution
6.2 Assess Your Understanding
6.3 The Poisson Probability Distribution
6.3 Assess Your Understanding
6.4 The Hypergeometric Probability Distribution
6.4 Assess Your Understanding
6.5 Combining Random Variables
6.5 Assess Your Understanding
Chapter 6 Review
Chapter 6 Review Exercises
Chapter Test
Chapter 6 Projects
Chapter 7: The Normal Probability Distribution
Outline
7.1 Properties of the Normal Distribution
7. 1 Assess Your Understanding
7.2 Applications of the Normal Distribution
7.2 Assess Your Understanding
7.3 Assessing Normality
7.3 Assess Your Understanding
7.4 The Normal Approximation to the Binomial Probability Distribution
7.4 Assess Your Understanding
Chapter 7 Review
Chapter 7 Review Exercises
Chapter Test
Chapter 7 Projects
PART 4: Inference: From Samples to Population
PART 4: Inference: From Samples to Population
Chapter 8: Sampling Distributions
Outline
8.1 Distribution of the Sample Mean
8.1 Assess Your Understanding
8.2 Distribution of the Sample Proportion
8.2 Assess Your Understanding
Chapter 8 Review
Chapter 8 Review Exercises
Chapter 8 Test
Chapter 8 Projects
Chapter 9: Estimating the Value of a Parameter
Outline
9.1 Estimating a Population Proportion
9.1 Assess Your Understanding
9.2 Estimating a Population Mean
9.2 Assess Your Understanding
9.3 Estimating a Population Standard Deviation
9.3 Assess Your Understanding
9.4 Putting It Together: Which Method Do I Use?
9.4 Assess Your Understanding
9.5 Estimating with Bootstrapping
9.5 Assess Your Understanding
Chapter 9 Review
Chapter 9 Review Exercises
Chapter 9 Test
Chapter 9 Projects
Chapter 10: Hypothesis Tests Regarding a Parameter
Outline
10.1 The Language of Hypothesis Testing
10.1 Assess Your Understanding
10.2 Hypothesis Tests for a Population Proportion
10.2 Assess Your Understanding
10.2A Using Simulation to Perform Hypothesis Tests on a Population Proportion
10.2A Assess Your Understanding
10.2B Hypothesis Tests for a Population Proportion Using the Normal Model
10.2B Assess Your Understanding
10.3 Hypothesis Tests for a Population Mean
10.3 Assess Your Understanding
10.3A Using Simulation and the Bootstrap to Perform Hypothesis Tests on a Population Mean
10.3A Assess Your Understanding
10.3B Hypothesis Tests for a Population Mean Using Student’s t-Distribution
10.3B Assess Your Understanding
10.4 Hypothesis Tests for a Population Standard Deviation
10.4 Assess Your Understanding
10.5 Putting It Together: Which Method Do I Use?
10.5 Assess Your Understanding
10.6 The Probability of a Type II Error and the Power of the Test
10.6 Assess Your Understanding
Chapter 10 Review
Chapter 10 Review Exercises
Chapter 10 Test
Chapter 10 Projects
Chapter 11: Inference on Two Population Parameters
Outline
11.1 Inference About Two Population Proportions
11.1 Assess Your Understanding
11.1A Using Randomization Techniques to Compare Two Proportions
11.1A Assess Your Understanding
11.1B Inference About Two Population Proportions Using the Normal Model
11.1B Assess Your Understanding
11.2 Inference About Two Population Means: Dependent Samples
11.2 Assess Your Understanding
11.2A Using Bootstrapping to Conduct Inference on Two Dependent Means
11.2A Assess Your Understanding
11.2B Inference About Two Population Means: Dependent Samples Using Student’s t-Distribution
11.2B Assess Your Understanding
11.3 Inference About Two Population Means: Independent Samples
11.3 Assess Your Understanding
11.3A Using Randomization Techniques to Compare Two Independent Means
11.3A Assess Your Understanding
11.3B Inference About Two Population Means: Independent Samples Using Student’s t-Distribution
11.3B Assess Your Understanding
11.4 Inference About Two Population Standard Deviations
11.4 Assess Your Understanding
11.5 Putting It Together: Which Method Do I Use?
11.5 Assess Your Understanding
Chapter 11 Review
Chapter 11 Review Exercises
Chapter 11 Test
Chapter 11 Projects
Chapter 12: Inference on Categorical Data
Outline
12.1 Goodness-of-Fit Test
12.1 Assess Your Understanding
12.2 Tests for Independence and the Homogeneity of Proportions
12.2 Assess Your Understanding
12.3 Inference About Two Population Proportions: Dependent Samples
12.3 Assess Your Understanding
Chapter 12 Review
Chapter 12 Review Exercises
Chapter 12 Test
Chapter 12 Projects
Chapter 13: Comparing Three or More Means
Outline
13.1 Comparing Three or More Means (One-Way Analysis of Variance)
13.1 Assess Your Understanding
13.2 Post Hoc Tests on One-way Analysis of Variance
13.2 Assess Your Understanding
13.3 The Randomized Complete Block Design
13.3 Assess Your Understanding
13.4 Two-way Analysis of Variance
13.4 Assess Your Understanding
Chapter 13 Review
Chapter 13 Review Exercises
Chapter Test
Chapter 13 Projects
Chapter 14: Inference on the Least-squares Regression Model and Multiple Regression
Outline
14.1 Testing the Significance of the Least-squares Regression Model
14.1 Assess Your Understanding
14.1A Using Randomization Techniques on the Slope of the Least-squares Regression Line
14.1A Assess Your Understanding
14.1B Testing the Significance of the Least-squares Regression Model Using Student’s t-Distribution
14.1B Assess Your Understanding
14.2 Confidence and Prediction Intervals
14.2 Assess Your Understanding
14.3 Introduction to Multiple Regression
14.3 Assess Your Understanding
14.4 Interaction and Dummy Variables
14.4 Assess Your Understanding
14.5 Polynomial Regression
14.5 Assess Your Understanding
14.6 Building a Regression Model
14.6 Assess Your Understanding
Chapter 14 Review
Review Exercises
Chapter Test
Chapter 14 Projects
Chapter 15: Nonparametric Statistics
Outline
15.1 An Overview of Nonparametric Statistics
15.1 Assess Your Understanding
15.2 Runs Test for Randomness
15.2 Assess Your Understanding
15.3 Inference About Measures of Central Tendency
15.3 Assess Your Understanding
15.4 Inference About the Difference Between Two Medians: Dependent Samples
15.4 Assess Your Understanding
15.5 Inference About the Difference Between Two Medians: Independent Samples
15.5 Assess Your Understanding
15.6 Spearman’s Rank-correlation Test
15.6 Assess Your Understanding
15.7. Kruskal-Wallis Test
15.7 Assess Your Understanding
Chapter 15 Review
Chapter 15 Review Exercises
Chapter Test
Chaper 15 Projects
Appendix A: Tables
Tables
Appendix B: Lines
Lines
Appendix B Assess Your Understanding
Answers
CHAPTER 1 Data Collection
CHAPTER 2 Organizing and Summarizing Data
CHAPTER 3 Numerically Summarizing Data
CHAPTER 4 Describing the Relation Between Two Variables
CHAPTER 5 Probability
CHAPTER 6 Discrete Probability Distributions
CHAPTER 7 The Normal Probability Distribution
CHAPTER 8 Sampling Distributions
CHAPTER 9 Estimating the Value of a Parameter
CHAPTER 10 Hypothesis Tests Regarding a Parameter
CHAPTER 11 Inferences on Two Population Parameters
CHAPTER 12 Inference on Categorical Data
CHAPTER 13 Comparing Three or More Means
CHAPTER 14 Inference on the Least-squares Regression Model and Multiple Regression
CHAPTER 15 Nonparametric Statistics
APPENDIX B Lines
Subject Index
A
B
C
D
E
F
G
H
I
J
K
L
M
N
O
P
Q
R
S
T
U
V
W
X
Y
Z
Tables and Formulas
Chapter 2 Organizing and Summarizing Data
Chapter 3 Numerically Summarizing Data
Chapter 4 Describing the Relation between Two Variables
Chapter 5 Probability
Chapter 6 Discrete Probability Distributions
Chapter 7 The Normal Distribution
Chapter 8 Sampling Distributions
Chapter 9 Estimating the Value of a Parameter
Chapter 10 Hypothesis Tests Regarding a Parameter
Chapter 11 Inferences on Two Samples
Chapter 12 Inference on Categorical Data
Chapter 13 Comparing Three or More Means
Chapter 14 Inference on the Least-Squares Regression Model and Multiple Regression
Chapter 15 Non parametric Statistics
Tables
Integrated Review Materials to Accompany Sullivan Statistics
Integrated Review Materials to accompany Sullivan Statistics
Copyright Page
Copyright
Contents
Contents
Preface to Instructors for Integrated Review
Preface to Instructors for Integrated Review
Preface to Students for Integrated Review
Preface to Students for Integrated Review
Chapter 1 Integrated Review: Getting Ready for Organizing and Summarizing Data
Outline
1.IR1 Exercises
1.IR2 Fundamentals of Decimals
1.IR2 Exercises
1.IR3 The Real Number Line
1.IR3 Exercises
1.IR4 Multiplying and Dividing Fractions
1.IR4 Exercises
1.IR5 Adding and Subtracting Fractions
1.IR5 Exercises
1.IR6 Operations on Decimals
1.IR6 Exercises
1.IR7 Fundamentals of Percent Notation
1.IR7 Exercises
1.IR8 Language Used in Modeling
1.IR8 Exercises
Chapter 2 Integrated Review: Getting Ready for Numerically Summarizing Data
Outline
2.IR1 Exercises
2.IR2 Square Roots
2.IR2 Exercises
2.IR3 Simplifying Algebraic Expressions; Summation Notation
2.IR3 Exercises
2.IR4 Solving Linear Equations
2.IR4 Exercises
2.IR5 Using Linear Equations to Solve Problems
2.IR5 Exercises
Chapter 3 Integrated Review: Getting Ready for Least-Squares Regression
Outline
3.IR1 Exercises
3.IR2 Graphing Equations in Two Variables
3.IR2 Exercises
3.IR3 Slope
3.IR3 Exercises
3.IR4 Slope-Intercept Form of a Line
3.IR4 Exercises
3.IR5 Point-Slope Form of a Line
3.IR5 Exercises
Chapter 4 Integrated Review: Getting Ready for Probability
Outline
4.IR1 Exercises
4.IR2 Interval Notation; Intersection and Union of Sets
4.IR2 Exercises
4.IR3 Linear Inequalities
4.IR3 Exercises
Chapter 6 Integrated Review: Getting Ready for the Normal Probability Distribution
Outline
6.IR1 Exercises
Chapter 8 Integrated Review: Getting Ready for Confidence Intervals
Outline
8.IR1 Exercises
8.IR2 Absolute Value Equations and Inequalities
8.IR2 Exercises
Appendix A: Functions, Exponential Functions, Logarithmic Functions
A.IR1 Relations
A.IR1 Exercises
A.IR2 An Introduction to Functions
A.IR2 Exercises
A.IR3 Functions and Their Graphs
A.IR3 Exercises
A.IR4 Linear Functions and Models
A.IR4 Exercises
Getting Ready for Exponential and Logarithmic Functions
Getting Ready Exercises
A.IR5 Exponential Functions
A.IR5 Exercises
A.IR6 Logarithmic Functions
A.IR6 Exercises
A.IR7 Properties of Logarithms
A.IR7 Exercises
A.IR8 Exponential Equations
A.IR8 Exercises
Answers to Selected Exercises
Chapter 1 Integrated Review: Getting Ready for Organizing and Summarizing Data
Chapter 2 Integrated Review: Getting Ready for Numerically Summarizing Data
Chapter 3 Integrated Review: Getting Ready for Least-Squares Regression
Chapter 4 Integrated Review: Getting Ready for Probability
Chapter 6 Integrated Review: Getting Ready for the Normal Probability Distribution
Chapter 8 Integrated Review: Getting Ready for Confidence Intervals
Appendix A Functions, Exponential Functions, Logarithmic Functions
Getting Ready for Exponential and Logarithmic Functions