The Resource Exploratory data analysis, Frederick Hartwig, with Brian E. Dearing

Exploratory data analysis, Frederick Hartwig, with Brian E. Dearing

Label
Exploratory data analysis
Title
Exploratory data analysis
Statement of responsibility
Frederick Hartwig, with Brian E. Dearing
Creator
Contributor
Author
Subject
Language
eng
Member of
Cataloging source
DLC
http://library.link/vocab/creatorName
Hartwig, Frederick
Index
no index present
LC call number
  • HA29
  • H61
LC item number
  • .H257
  • .Q8 no.16
Literary form
non fiction
Nature of contents
bibliography
NLM call number
HA 29
NLM item number
H337e 1979
http://library.link/vocab/relatedWorkOrContributorName
Dearing, Brian E.
Series statement
  • A Sage university paper
  • Quantitive applications in the social sciences
Series volume
ser. no. 07-016
http://library.link/vocab/subjectName
  • Social sciences
  • Social Sciences
  • Statistics
  • Sciences sociales
  • Sciences sociales
  • Social sciences
  • Sociale wetenschappen
  • Data-analyse
  • Datenanalyse
  • Datenauswertung
  • Sciences sociales
  • Datenanalyse
  • Datenauswertung
Label
Exploratory data analysis, Frederick Hartwig, with Brian E. Dearing
Instantiates
Publication
Bibliography note
Bibliography: p. 79-80
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1. The exploratory perspective -- 2. 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 -- 3. 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 -- 4. Looking for structure: reexpression -- Introduction -- Choosing reexpressions -- Nonlinear monotonic functions -- Nonmonotonic functions -- Summary -- 5. Multivariate analysis: putting it all together -- Step 1: Univariate analysis -- Step 2: Bivariate analysis -- Step 3: Multivariate analysis -- Step 4: Causal analysis -- 6. The exploratory perspective revisited
Dimensions
22 cm.
Extent
83 pages
Isbn
9780803913707
Lccn
79067621
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
graphs
System control number
  • (OCoLC)05897281
  • (OCoLC)ocm05897281
Label
Exploratory data analysis, Frederick Hartwig, with Brian E. Dearing
Publication
Bibliography note
Bibliography: p. 79-80
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1. The exploratory perspective -- 2. 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 -- 3. 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 -- 4. Looking for structure: reexpression -- Introduction -- Choosing reexpressions -- Nonlinear monotonic functions -- Nonmonotonic functions -- Summary -- 5. Multivariate analysis: putting it all together -- Step 1: Univariate analysis -- Step 2: Bivariate analysis -- Step 3: Multivariate analysis -- Step 4: Causal analysis -- 6. The exploratory perspective revisited
Dimensions
22 cm.
Extent
83 pages
Isbn
9780803913707
Lccn
79067621
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
graphs
System control number
  • (OCoLC)05897281
  • (OCoLC)ocm05897281

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