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Change is constant in everyday life. Infants crawl and then walk, children learn to read and write, teenagers mature in myriad ways, the elderly become frail and forgetful. Beyond these natural processes and events, external forces and interventions instigate and disrupt change: test scores may rise after a coaching course, drug abusers may remain abstinent after residential treatment. By charting changes over time and investigating whether and when events occur, researchers reveal the temporal rhythms of our lives. Applied Longitudinal Data Analysis is a much-needed professional book for empirical researchers and graduate students in the behavioral, social, and biomedical sciences. It offers the first accessible in-depth presentation of two of today's most popular statistical methods: multilevel models for individual change and hazard/survival models for event occurrence (in both discrete- and continuous-time). Using clear, concise prose and real data sets from published studies, the authors take you step by step through complete analyses, from simple exploratory displays that reveal underlying patterns through sophisticated specifications of complex statistical models. Applied Longitudinal Data Analysis offers readers a private consultation session with internationally recognized experts and represents a unique contribution to the literature on quantitative empirical methods. Visit http://www.ats.ucla.edu/stat/examples/alda.htm for: BL Downloadable data sets BL Library of computer programs in SAS, SPSS, Stata, HLM, MLwiN, and more BL Additional material for data analysis
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Background In July of 1992, approximately sixty scholars and researchers met for a week at the "Fritz Erler Akademie" in Freudenstadt, Germany, to participate in a workshop entitled "Cross-National Lon gitudinal Research on Human Development and Criminal Behavior". The participants represented 15 nations and 45 universities and research centers. Although longitudinal research in criminology has a long history, this workshop represented the first one in the field of criminology in which it was attempted to get together the main scholars in this field from around the world. The largest group of the workshop represented American scholars (19), a reflection of the fact that longitudi nal research in criminology is predominantly conducted in North America. This volume is the result of the workshop process and in particular of the invitations to participants to prepare pre or conference papers. The chapters in this volume were selected from a larger set of pre- or conference papers. As workshop conveners and volume editors, it falls to us to set some of the context for this enter prise. Longitudinal research in criminology became a major approach after the publication of the land mark study by Wolfgang, Figlio, and Sellin "Delinquency in a Birth Cohort" in 1972. Around the same time, when Wolfgang, Figlio, and Sellin started their Philadelphia cohort study, were longi tudinal studies, although different in scope and aim, launched by Shannon in the USA, West in England, Janson in Sweden, and Goppinger in Germany.