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Chapman and Hall/Crc Statistics in the Social and Behavioral Sciences Ser.: Age-Period-Cohort Models : Approaches and Analyses with Aggregate Data by Robert O'Brien (2014, Hardcover)
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Develop a Deep Understanding of the Statistical Issues of APC Analysis Age-Period-Cohort Models: Approaches and Analyses with Aggregate Data presents an introduction to the problems and strategies for modeling age, period, and cohort (APC) effects for aggregate-level data.
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About this product
Product Identifiers
PublisherCRC Press LLC
ISBN-101466551534
ISBN-139781466551534
eBay Product ID (ePID)113107705
Product Key Features
Number of Pages216 Pages
LanguageEnglish
Publication NameAge-Period-Cohort Models : Approaches and Analyses with Aggregate Data
SubjectProbability & Statistics / General, Epidemiology, Statistics
Publication Year2014
TypeTextbook
Subject AreaMathematics, Social Science, Medical
AuthorRobert O'brien
SeriesChapman and Hall/Crc Statistics in the Social and Behavioral Sciences Ser.
FormatHardcover
Dimensions
Item Height0.7 in
Item Weight19.9 Oz
Item Length9.3 in
Item Width6.7 in
Additional Product Features
Intended AudienceCollege Audience
LCCN2012-474816
Reviews"This is an excellent book on age-period-cohort (APC) models for the analysis of data from demography and related fields. ... an excellent work with wonderful resources on APC models. ... It will be very useful to research scholars ... looking for several advanced APC approaches. The book effectively presents the strengths and weaknesses of various statistical methods of APC analysis, which should lead to advanced future research and better interpretation of existing research." -- International Statistical Review , 2015
Series Volume Number17
IllustratedYes
Table Of ContentIntroduction to the Age, Period, and Cohort Mix. Multiple Classification Models and Constrained Regression. Geometry of APC Models and Constrained Estimation. Estimable Functions Approach. Partitioning the Variance in APC Models. Factor-Characteristic Approach. Conclusions: An Empirical Example. Index.
SynopsisThis book presents an introduction to the problems and strategies for modeling age, period, and cohort (APC) effects for aggregate-level data. These strategies include constrained estimation, the use of age and/or period and/or cohort characteristics, estimable functions, variance decomposition, and a new technique called the s-constraint approach. Emphasizing both the geometry and algebra of several APC approaches, the book develops readers' understanding of the statistical issues of APC analysis and shows how common methods are related to each other., Develop a Deep Understanding of the Statistical Issues of APC Analysis Age-Period-Cohort Models: Approaches and Analyses with Aggregate Data presents an introduction to the problems and strategies for modeling age, period, and cohort (APC) effects for aggregate-level data. These strategies include constrained estimation, the use of age and/or period and/or cohort characteristics, estimable functions, variance decomposition, and a new technique called the s-constraint approach. See How Common Methods Are Related to Each Other After a general and wide-ranging introductory chapter, the book explains the identification problem from algebraic and geometric perspectives and discusses constrained regression. It then covers important strategies that provide information that does not directly depend on the constraints used to identify the APC model. The final chapter presents a specific empirical example showing that a combination of the approaches can make a compelling case for particular APC effects. Get Answers to Questions about the Relationships of Ages, Periods, and Cohorts to Important Substantive Variables This book incorporates several APC approaches into one resource, emphasizing both their geometry and algebra. This integrated presentation helps researchers effectively judge the strengths and weaknesses of the methods, which should lead to better future research and better interpretation of existing research.
LC Classification NumberHA29
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