Statistics: Unlocking the Power of Data, First Edition

by Lock, Robin H.; Lock, Patti Frazer; Morgan, Kari Lock; Lock, Eric F.; Lock, Dennis F.

• ISBN13: 9780470601877
• ISBN10: 0470601876
• Edition: 1st
• Format: Hardcover
• Copyright: 2012-11-19
• Publisher: John Wiley & Sons Inc

Summary

Lock's first edition of Statistics: Unlocking the Power of Data incorporates the use of available technologies and modern methods of data analysis. The text focuses on providing conceptual understanding of the main themes of statistical inference (with the help of a strong emphasis on the use of technology), to provide a more solid grasp of the core ideas of statistics and make it relatively easy to apply those ideas to more theoretical and advanced statistics topics. Furthermore, the text offers cutting edge ideas like randomization and bootstrapping to introduce the fundamental ideas of statistical inference to enhance understanding, make statistics come alive, and deliver improved retention. There is also an emphasis on current, real data and real-life applications along with a seamless integration between text and simulations, animated graphs, and technology-specific data tables. The Lock text is the first written from the ground up utilizing both instructional technology and modern methodology like the bootstrap method to set it apart as the introductory statistics program of the 21st century.

Table of Contents

Unit A: Data

Chapter 1: Collecting Data

Chapter 2: Describing Data

Unit B: Understanding Inference

Chapter 3: Confidence Intervals

Chapter 4: Hypothesis Tests

Unit C: Inference for Means and Proportions

Chapter 5: Approximating with a Distribution

Chapter 6:  Inference for Means and Proportions

Unit D: Inference for Multiple Parameters

Chapter 7: Chi-Square Tests for Categorical Variables

Chapter 8: ANOVA for Comparing Means

Chapter 9: Inference for Regression

Chapter 10: Multiple Regression

Optional:

Chapter 11: Probability Basics