In addition, participants will learn more about the pros and cons of different longitudinal linear models, including the FE model, the RE model, and the pooled OLS model. Some familiarity with panel data and regression models is assumed.
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In addition, he is lecturer in survey methodology and survey research at the Institute of Sociology at the University of Bern Switzerland and at the Swiss Summer School in Lugano. He is also interested in substantive issues such as health and subjective well-being. Skip to main content. Search form Search. Established seller since Seller Inventory IQ Book Description Condition: New.
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Seller Inventory n. Seller Inventory APC Methods and Applications of Longitudinal Data Analysis. Xian Liu. Publisher: Academic Press , This specific ISBN edition is currently not available.
ST Longitudinal Data Analysis
View all copies of this ISBN edition:. Synopsis Methods and Applications of Longitudinal Data Analysis describes methods for the analysis of longitudinal data in the medical, biological and behavioral sciences. Statistical procedures featured within the text include: descriptive methods for delineating trends over time linear mixed regression models with both fixed and random effects covariance pattern models on correlated errors generalized estimating equations nonlinear regression models for categorical repeated measurements techniques for analyzing longitudinal data with non-ignorable missing observations Emphasis is given to applications of these methods, using substantial empirical illustrations, designed to help users of statistics better analyze and understand longitudinal data.
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From novice to professional: this book starts with the introduction of basic models and ends with the description of some of the most advanced models in longitudinal data analysis Enables students to select the correct statistical methods to apply to their longitudinal data and avoid the pitfalls associated with incorrect selection Identifies the limitations of classical repeated measures models and describes newly developed techniques, along with real-world examples. Buy New Learn more about this copy.
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Seller Rating:. Published by Academic Press Inc Chiron Media Wallingford, United Kingdom. Published by Academic Press New Hardcover Quantity Available: 1.