Construction Of Input Data For Log Linear Models Of Event Histories
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Construction Of Input Data For Log Linear Models Of Event Histories
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Author : Melinda Mills
language : en
Publisher:
Release Date : 1999
Construction Of Input Data For Log Linear Models Of Event Histories written by Melinda Mills and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Event history analysis categories.
Introducing Survival And Event History Analysis
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Author : Melinda Mills
language : en
Publisher: SAGE
Release Date : 2011-01-19
Introducing Survival And Event History Analysis written by Melinda Mills and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-01-19 with Social Science categories.
This book is an accessible, practical and comprehensive guide for researchers from multiple disciplines including biomedical, epidemiology, engineering and the social sciences. Written for accessibility, this book will appeal to students and researchers who want to understand the basics of survival and event history analysis and apply these methods without getting entangled in mathematical and theoretical technicalities. Inside, readers are offered a blueprint for their entire research project from data preparation to model selection and diagnostics. Engaging, easy to read, functional and packed with enlightening examples, ‘hands-on’ exercises, conversations with key scholars and resources for both students and instructors, this text allows researchers to quickly master advanced statistical techniques. It is written from the perspective of the ‘user’, making it suitable as both a self-learning tool and graduate-level textbook. Also included are up-to-date innovations in the field, including advancements in the assessment of model fit, unobserved heterogeneity, recurrent events and multilevel event history models. Practical instructions are also included for using the statistical programs of R, STATA and SPSS, enabling readers to replicate the examples described in the text.
Event Histories In The Netherlands Fertility And Family Survey 1998
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Author : Hideko Matsuo
language : en
Publisher:
Release Date : 2003
Event Histories In The Netherlands Fertility And Family Survey 1998 written by Hideko Matsuo and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Fertility, Human categories.
Convergence Persistence And Diversity In Male And Female Careers Does Context Matter In An Era Of Globalization
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Author : Daniela Grunow
language : en
Publisher: Verlag Barbara Budrich
Release Date : 2006-10-24
Convergence Persistence And Diversity In Male And Female Careers Does Context Matter In An Era Of Globalization written by Daniela Grunow and has been published by Verlag Barbara Budrich this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-10-24 with Social Science categories.
Little comparative knowledge exists on how the radical transformations that constitute the late 20th century’s ‘era of globalization’ have affected gender relations and their particular structural manifestation on the labour market, thereby neglecting a core element of the changes and problems currently underway. This book analyses how converging tendencies in the life courses and employment careers of men and women interfere with developments of increasing diversity and instability, both within and between sexes, as economies move from ‘industrial’ to ‘global’. Using the shifting welfare regimes of West Germany and Denmark as illustrative evidence of how national context ‘genders’ the risks and chances associated with globalisation and increasing employment flexibility, this study provides a timely, comprehensive longitudinal analysis of the gendered career consequences of recent political and economic change.
Statistical Journal Of The United Nations Economic Commission For Europe
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Author :
language : en
Publisher:
Release Date : 2001
Statistical Journal Of The United Nations Economic Commission For Europe written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Social sciences categories.
Event History Analysis
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Author : Hans-Peter Blossfeld
language : en
Publisher: Psychology Press
Release Date : 2014-02-24
Event History Analysis written by Hans-Peter Blossfeld and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-24 with Psychology categories.
Serving as both a student textbook and a professional reference/handbook, this volume explores the statistical methods of examining time intervals between successive state transitions or events. Examples include: survival rates of patients in medical studies, unemployment periods in economic studies, or the period of time it takes a criminal to break the law after his release in a criminological study. The authors illustrate the entire research path required in the application of event-history analysis, from the initial problems of recording event-oriented data to the specific questions of data organization, to the concrete application of available program packages and the interpretation of the obtained results. Event History Analysis: * makes didactically accessible the inclusion of covariates in semi-parametric and parametric regression models based upon concrete examples * presents the unabbreviated close relationship underlying statistical theory * details parameter-free methods of analysis of event-history data and the possibilities of their graphical presentation * discusses specific problems of multi-state and multi-episode models * introduces time-varying covariates and the question of unobserved population heterogeneity * demonstrates, through examples, how to implement hypotheses tests and how to choose the right model.
Rational Choice Theory And Large Scale Data Analysis
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Author : Hans-peter Blossfeld
language : en
Publisher: Routledge
Release Date : 2019-09-16
Rational Choice Theory And Large Scale Data Analysis written by Hans-peter Blossfeld and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-16 with Social Science categories.
The relationship between rational choice theory and large-scale data analysis has become an important issue for sociologists. Though rational choice theory is well established in both sociology and economics, its influence on quantitative empirical sociology has been surprisingly limited. This book examines why there is hardly a link between the t
Heterogeneous Graph Representation Learning And Applications
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Author : Chuan Shi
language : en
Publisher: Springer Nature
Release Date : 2022-01-30
Heterogeneous Graph Representation Learning And Applications written by Chuan Shi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-30 with Computers categories.
Representation learning in heterogeneous graphs (HG) is intended to provide a meaningful vector representation for each node so as to facilitate downstream applications such as link prediction, personalized recommendation, node classification, etc. This task, however, is challenging not only because of the need to incorporate heterogeneous structural (graph) information consisting of multiple types of node and edge, but also the need to consider heterogeneous attributes or types of content (e.g. text or image) associated with each node. Although considerable advances have been made in homogeneous (and heterogeneous) graph embedding, attributed graph embedding and graph neural networks, few are capable of simultaneously and effectively taking into account heterogeneous structural (graph) information as well as the heterogeneous content information of each node. In this book, we provide a comprehensive survey of current developments in HG representation learning. More importantly, we present the state-of-the-art in this field, including theoretical models and real applications that have been showcased at the top conferences and journals, such as TKDE, KDD, WWW, IJCAI and AAAI. The book has two major objectives: (1) to provide researchers with an understanding of the fundamental issues and a good point of departure for working in this rapidly expanding field, and (2) to present the latest research on applying heterogeneous graphs to model real systems and learning structural features of interaction systems. To the best of our knowledge, it is the first book to summarize the latest developments and present cutting-edge research on heterogeneous graph representation learning. To gain the most from it, readers should have a basic grasp of computer science, data mining and machine learning.
Log Linear Models And Logistic Regression
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Author : Ronald Christensen
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-04-06
Log Linear Models And Logistic Regression written by Ronald Christensen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-04-06 with Mathematics categories.
As the new title indicates, this second edition of Log-Linear Models has been modi?ed to place greater emphasis on logistic regression. In addition to new material, the book has been radically rearranged. The fundamental material is contained in Chapters 1-4. Intermediate topics are presented in Chapters 5 through 8. Generalized linear models are presented in Ch- ter 9. The matrix approach to log-linear models and logistic regression is presented in Chapters 10-12, with Chapters 10 and 11 at the applied Ph.D. level and Chapter 12 doing theory at the Ph.D. level. The largest single addition to the book is Chapter 13 on Bayesian bi- mial regression. This chapter includes not only logistic regression but also probit and complementary log-log regression. With the simplicity of the Bayesian approach and the ability to do (almost) exact small sample s- tistical inference, I personally ?nd it hard to justify doing traditional large sample inferences. (Another possibility is to do exact conditional inference, but that is another story.) Naturally,Ihavecleaneduptheminor?awsinthetextthatIhavefound. All examples, theorems, proofs, lemmas, etc. are numbered consecutively within each section with no distinctions between them, thus Example 2.3.1 willcomebeforeProposition2.3.2.Exercisesthatdonotappearinasection at the end have a separate numbering scheme. Within the section in which it appears, an equation is numbered with a single value, e.g., equation (1).
Enterprise Information Systems
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Author : José Cordeiro
language : en
Publisher: Springer
Release Date : 2015-07-30
Enterprise Information Systems written by José Cordeiro and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-30 with Computers categories.
This book contains extended and revised papers from the 16th International Conference on Enterprise Information Systems, ICEIS 2014, held in Lisbon, Portugal, in April 2014. The 24 papers presented in this volume were carefully reviewed and selected from a total of 313 submissions. The book also contains two full-paper invited talks. The selected papers reflect state-of-the-art research that is oriented toward real-world applications and highlight the benefits of information systems and technology for industry and services. They are organized in topical sections on databases and information systems integration, artificial intelligence and decision support systems, information systems analysis and specification, software agents and Internet computing, human–computer interaction, and enterprise architecture.