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The Resource Regression analysis : a constructive critique, Richard A. Berk

Regression analysis : a constructive critique, Richard A. Berk

Label
Regression analysis : a constructive critique
Title
Regression analysis
Title remainder
a constructive critique
Statement of responsibility
Richard A. Berk
Creator
Subject
Language
eng
Summary
Regression Analysis: A Constructive Critique identifies a wide variety of problems with regression analysis as it is commonly used and then provides a number of ways in which practice could be improved. Regression is most useful for data reduction, leading to relatively simple but rich and precise descriptions of patterns in a data set. The emphasis on description provides readers with an insightful rethinking from the ground up of what regression analysis can do, so that readers can better match regression analysis with useful empirical questions and improved policy-related research.--
Member of
Assigning source
Provided by Publisher
Cataloging source
UKM
http://library.link/vocab/creatorName
Berk, Richard A
Index
index present
Literary form
non fiction
Nature of contents
bibliography
Series statement
Advanced quantitative techniques in social sciences series
Series volume
v. 11
http://library.link/vocab/subjectName
  • Regression analysis
  • Social sciences
Label
Regression analysis : a constructive critique, Richard A. Berk
Link
https://opac.eui.eu/client/en_GB/default/search/detailnonmodal/ent:$002f$002fSD_ILS$002f0$002fSD_ILS:317517/one
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
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. Prologue: Regression Analysis as Problematic2. A Grounded Introduction to Regression Analysis3. Simple Linear Regression4. Statistical Inference for Simple Linear Regression5. Causal Inference for the Simple Linear Model6. The Formalities of Multiple Regression7. Using and Interpreting Multiple Regression8. Some Popular Extensions of Multiple Regression9. Some Regression Diagnostics10. Further Extensions of Regression Analysis11. What to Do
Control code
FIEb17750830
Dimensions
23 cm.
Extent
304 pages
Isbn
9780761929048
Media category
unmediated
Media MARC source
rdamedia.
Media type code
n
System control number
  • ocm52784687
  • (OCoLC)52784687
Label
Regression analysis : a constructive critique, Richard A. Berk
Link
https://opac.eui.eu/client/en_GB/default/search/detailnonmodal/ent:$002f$002fSD_ILS$002f0$002fSD_ILS:317517/one
Publication
Bibliography note
Includes bibliographical references and index
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. Prologue: Regression Analysis as Problematic2. A Grounded Introduction to Regression Analysis3. Simple Linear Regression4. Statistical Inference for Simple Linear Regression5. Causal Inference for the Simple Linear Model6. The Formalities of Multiple Regression7. Using and Interpreting Multiple Regression8. Some Popular Extensions of Multiple Regression9. Some Regression Diagnostics10. Further Extensions of Regression Analysis11. What to Do
Control code
FIEb17750830
Dimensions
23 cm.
Extent
304 pages
Isbn
9780761929048
Media category
unmediated
Media MARC source
rdamedia.
Media type code
n
System control number
  • ocm52784687
  • (OCoLC)52784687

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