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SUMMARY:Introduction to Longitudinal Data Analysis with R
DESCRIPTION:This four-hour workshop offers a practical introduction to panel and longitudinal data analysis (LDA) using R. Panel data—observations of the same individuals\, organisations\, or countries across multiple time points—are central to identifying causal relationships and accounting for unobserved factors in the social sciences.\n\nThe workshop introduces the core concepts and applied techniques of LDA\, drawing on perspectives from sociology\, econometrics\, and data science. Participants will learn when LDA is appropriate\, how to structure and prepare panel datasets\, and how to implement common modelling approaches in R. Through short lectures\, code demonstrations\, and guided exercises\, students will learn to work with Fixed Effects and Random Effects models\, address unobserved heterogeneity\, and choose suitable models for their own research.\n\n\nThe workshop covers:\n\nFundamentals of panel data: definitions\, when to use LDA\, and essential data management strategies.\nKey longitudinal modelling approaches: handling unobserved heterogeneity\, Fixed Effects and Random Effects models\, model selection\, and basic robustness checks.\nApplied examples and case studies illustrating LDA in practice.\n\n  \nTo find out more or to book tickets please follow the link below.
URL:https://www.swdtp.ac.uk/event-calendar/introduction-to-longitudinal-data-analysis-with-r/
CATEGORIES:Training
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