Learning from Data An Introduction to Statistical Reasoning

Name: Learning from Data An Introduction to Statistical Reasoning
Price: 80.5 USD
Availability: InStock
ISBN: 9780805849219

ISBN-10: 0805849211

ISBN-13: 9780805849219

Edition: 3rd 2008 (Revised)

Authors: Matthew Andrzejewski, Arthur Glenberg

List price: $160.00

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Book details

List price: $160.00
Edition: 3rd
Copyright year: 2008
Publisher: Routledge
Publication date: 8/9/2007
Binding: Hardcover
Pages: 580
Size: 7.25" wide x 10.00" long x 1.50" tall
Weight: 2.596




Why Statistics?



Descriptive Statistics



Frequency Distributions and Percentiles



Central Tendency and Variability



z Scores and Normal Distributions



Introduction to Inferential Statistics



Overview of Inferential Statistics



Probability



Sampling Distributions



Logic of Hypothesis Testing



Power



Logic of Parameter Estimation



Applications of Inferential Statistics



Inferences About Population Proportions Using the z Statistic



Inferences About [mu] When [sigma] Is Unknown: The Single-sample t Test



Comparing Two Populations: Independent Samples



Random Sampling, Random Assignment, and Causality



Comparing Two Populations: Dependent Samples



Comparing Two Population Variances: The F Statistic



Comparing Multiple Population Means: One-factor ANOVA



Introduction to Factorial Designs



Computational Methods for the Factorial ANOVA



Describing Linear Relationships: Regression



Measuring the Strength of Linear Relationships: Correlation



Inferences From Nominal Data: The [chi][superscript 2] Statistic


Glossary of Symbols


Tables



Variables From the Stop Smoking Study



Variables From the Wisconsin Maternity Leave and Health Project and the Wisconsin Study of Families and Work


Answers to Selected Exercises


Index