Exploratory Data Analysis

Name: Exploratory Data Analysis
Price: 5.14 USD
Availability: InStock
ISBN: 9780803913707

ISBN-10: 0803913702

ISBN-13: 9780803913707

Edition: 1979

Authors: Frederick Hartwig, Brian E. Dearing

List price: $42.00

This item qualifies for FREE shipping.

30 day, 100% satisfaction guarantee!

Sell

Get cash fast!

Buy new: $39.50

Marketplace

4 new & used from $5.14

what's this?

Rush Rewards U
Members Receive:

You have reached 400 XP and carrot coins. That is the daily max!

Description:

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

Book details

List price: $42.00
Copyright year: 1979
Publisher: SAGE Publications, Incorporated
Publication date: 11/1/1979
Binding: Paperback
Pages: 88
Size: 5.50" wide x 8.30" long x 0.30" tall
Weight: 0.462
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