Exploratory Data Analysis

ISBN-10: 0803913702

ISBN-13: 9780803913707

Edition: 1979

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Description:

An Introduction to the underlying principles, central concepts, and basic techniques for conducting and understanding exploratory data analysis - with numerous social science examples.
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Book details

List price: $22.00
Copyright year: 1979
Publisher: SAGE Publications, Incorporated
Publication date: 11/1/1979
Binding: Paperback
Pages: 88
Size: 5.50" wide x 8.75" long x 0.25" tall
Weight: 0.242
Language: English

Editor's Introduction
The Exploratory Perspective
Looking at Data: Distributions of Single Variables
Introduction
Displaying Data: The Stem-and-Leaf
Summarizing Data
Resistant Statistics and Number Summaries
The Box-and-Whisker
Understanding Data
Skewness
Outliers
Gaps and Multiple Peaks
Summary
Looking at Data: Relationships Between Variables
Introduction
Displaying Relationships: The Scatter Plot
Summarizing Relationships
Fitting a Line
Smoothing the Data
Median and Hinge Traces
Examining Residuals
Understanding Relationships
Outliers
Nonlinear Monotonic Relationships
Nonmonotonic Relationships
Summary
Looking for Structure: Reexpression
Introduction
Choosing Reexpressions
Nonlinear Monotonic Functions
Nonmonotonic Functions
Summary
Multivariate Analysis: Putting It All Together
Univariate Analysis
Bivariate Analysis
Multivariate Analysis
Causal Analysis
The Exploratory Perspective Revisited
References
Glossary
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