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With a focus on data analysis, statistical reasoning, and the way statisticians actually work, IPS has helped to revolutionize the way statistics are taught and brings critical thinking and practical applications to your course.Revised for more learner-friendly progression, the 7th edition includes 30% new exercises, including international examples such as Facebook usage trends outside the USA.
What this book offers students:
Focuses on data analysis and practical applications, showing the way statisticians actually work.
Fosters statistical reasoning and decision-making skills, not just calculation drills, through a focus on problem-solving practice.
Presents contemporary real data in real contexts, making the numbers and why we analyse them meaningful.
Includes examples from many interesting disciplines (from psychology to medicine and business) to give relevance to the material covered.
Table des matières
PART I: LOOKING AT DATA
Looking at Data-Distributions
Looking at Data-Relationships
Producing Data
PART II: PROBABILITY AND INFERENCE
Probability: The Study of Randomness
Sampling Distributions
Introduction to Inference
Inference for Distributions
Inference for Proportions
PART III: TOPICS ON INFERENCE
Analysis of Two-Way Tables
Inference for Regression
Multiple Regression
One-Way Analysis of Variance
Two-Way Analysis of Variance
Additional chapters are available on the CD-Rom and on the website:
Bootstrap Methods and Permutation Tests
Nonparametric Tests
Logistic Regression
Statistics for Quality: Control and Capability
A propos de l'auteur
David S. Moore, George P. McCabe and Bruce Craig
