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9780495109693

Statistics The Exploration & Analysis of Data, Updated Media (w/CD and StatisticsNOW™, InfoTrac 2-Sem., Pers. Tutor, iLrn™ Hmwrk. Stu. Ver., Internet Companion 2-Sem., SBC Web Site PAC)

by ;
  • ISBN13:

    9780495109693

  • ISBN10:

    049510969X

  • Edition: 5th
  • Format: Hardcover
  • Copyright: 2005-12-21
  • Publisher: Duxbury Press
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Summary

Real data and real examples make statistics real for you! Discover the importance of statistics and how the practice affects your life and the world around you with STATISTICS: THE EXPLORATION AND ANALYSIS OF DATA. Authors Devore and Peck have helped thousands of students master statistical concepts and learn to apply them. Using real data, the authors show you how statistical techniques are used with increasing frequency in a variety of fields, including business, medicine, social sciences, and applied sciences such as engineering. Their accessible writing style is enhanced by numerous examples, including hands-on activities and "Seeing Statistics" applets. Plus, you can chart your own path to success with StatisticsNOW, the personalized online learning companion, and Personal Tutor with SMARTHINKING, which gives you access to live online tutoring!

Table of Contents

The Role Of Statistics
Three Reasons to Study Statistics
The Nature and Role of Variability
Statistics and Data Analysis
Types of Data and Simple Graphical Displays
Chapter Activities
Supplementary Exercises
The Data Analysis Process And Collecting Data Sensibly
The Data Analysis Process
Sampling
Statistical Studies: Observation and Experimentation
Simple Comparative Experiments
More on Experimental Design
More on Observational Studies: Designing Surveys (Optional)
Communicating and Interpreting the Results of Statistical Analyses
Chapter Activities/ Supplementary Exercises
Graphical Methods For Describing Data
Displaying Categorical Data: Comparative Bar Charts and Pie Charts
Displaying Numerical Data: Stem-and-Leaf Displays
Displaying Numerical Data: Frequency Distributions and Histograms
Displaying Bivariate Numerical Data
Communicating and Interpreting the Results of Statistical Analyses
Chapter Activities
Supplementary Exercises
Numerical Methods For Describing Data
Describing the Center of a Data Set
Describing Variability in a Data Set
Summarizing a Data Set: Boxplots
Interpreting Center and Variability: Chebyshev's Rule, the Empirical Rule, and z Scores
Communicating and Interpreting the Results of Statistical Analyses
Chapter Activities
Supplementary Exercises
Summarizing Bivariate Data
Correlation
Linear Regression: Fitting a Line to Bivariate Data
Assessing the Fit of a Line
Nonlinear Relationships and Transformations
Communicating and Interpreting the Results of Statistical Analyses
Chapter Activities
Supplementary Exercises
Probability
Interpreting Probabilities and Basic Probability Rules
Probability as a Basis for Making Decisions
Estimating Probabilities
Empirically and by Using Simulation
Chapter Activities
Supplementary Exercises
Population Distributions
Describing the Distribution of Values in a Population
Population Models for Continuous Numerical Variables
Normal Distributions
Checking Normality and Normalizing Transformations
Chapter Activities
Supplementary Exercises
Sampling Variability And Sampling Distributions
Statistics and Sampling Variability
The Sampling Distribution of a Sample Mean
The Sampling Distribution of a Sample Proportion
Chapter Activities
Supplementary Exercises
Graphing Calculator Explorations
Estimation Using A Single Sample
Point Estimation
A Large-Sample Confidence Interval for a Population Proportion
A Confidence Interval for a Population Mean
Communicating and Interpreting the Results of a Statistical Analyses
Chapter Activities
Supplementary Exercises
Graphing Calculator Explorations
Hypothesis Testing Using A Single Sample
Hypotheses and Test Procedures
Errors in Hypothesis Testing
Large-Sample Hypothesis Tests for a Population Proportion
Hypothesis Tests for a Population Mean
Power and the Probability of Type II Error
Communicating and Interpreting the Results of Statistical Analyses
Chapter Activities
Supplementary Exercises
Graphing Calculator Explorations
Comparing Two Populations Or Treatments
Inferences Concerning the Difference Between Two Population or Treatment Means Using Independent Samples
Inferences Concerning the Difference Between Two Population or Treatment Means Using Paired Samples
Large-Sample Inferences Concerning a Difference Between Two Population or Treatment Proportions
Distribution-Free Procedures for Inferences Concerning a Difference Between Two Population or Treatment Means Using Independent Samples (Optional)
Communicating and Interpreting the Results of Statistical Analyses
Chapter Activities
Supplementary Exercises
Graphing Calculator Explorations
The Analysis Of Categorical Data And Goodness-Of-Fit Tests
Chi-Square Tests for Univariate Categorical Data
Test for Homogeneity and Independence in a Two-Way Table
Communicating and Interpreting the Results of Statistical Analyses
Chapter Activities
Supplementary Exercises
Graphing Calculator Explorations
Simple Linear Regression And Correlation: Inferential Methods
The Simple Linear Regression Model
Inferences Concerning the Slope of the Population Regression Line
Checking Model Adequacy
Inferences Based on the Estimated Regression Line
Inferences About the Population Correlation Coefficient (Optional)
Communicating and Interpreting the Results of Statistical Analyses
Chapter Activities
Supplementary Exercises
Graphing Calculator Explorations
Multiple Regression Analysis
Multiple Regression Models
Fitting a Model and Assessing Its Utility
Inferences Based on an Estimated Model
Other Issues in Multiple Regression
Communicating and Interpreting the Results of Statistical Analyses
Chapter Activities
Supplementary Exercises
The Analysis Of Variance
Single-Factor ANOVA and the F Test
Multiple Comparisons
The F Test for a Randomized Block Experiment
Two-Factor ANOVA
Communicating and Interpreting the Results of Statistical Analyses
Appendix: ANOVA Computations
Chapter Activities
Supplementary Exercises
Graphing Calculator Explorations
Appendices
The Binomial Distribution
Statistical Tables
Table of Contents provided by Publisher. All Rights Reserved.

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