Shulph Ink
Modeling and Analysis of Longitudinal Data
Modeling and Analysis of Longitudinal Data
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- More about Modeling and Analysis of Longitudinal Data
Longitudinal data analysis is a statistical method that involves collecting repeated observations of the same subjects over an extended period of time. It is useful for measuring change and can be applied to various fields such as health sciences, genomic studies, and sociology.
Format: Hardback
Length: 360 pages
Publication date: 15 February 2024
Publisher: Elsevier Science Publishing Co Inc
Longitudinal Data Analysis,Volume 50 in the Handbook of Statistics series delves into the fascinating realm of data, where it consists of a series of repeated observations of the same subjects over an extended period of time. This unique characteristic makes longitudinal data incredibly valuable for measuring change and gaining insights into various fields. These studies and the resulting data emerge across a wide range of disciplines, including health sciences, genomic studies, experimental physics, sociology, sports, and university enrollment. In the realm of health sciences, for instance, researchers encounter several challenges. They must account for intra-subject correlation of responses, as individuals may exhibit variations in their responses over time. Additionally, covariates, such as age or gender, may change, and bias can emerge if patients drop out of the study. To overcome these complexities, researchers employ various statistical techniques and methodologies to analyze longitudinal data effectively. By studying the patterns and trends within the data, they can identify meaningful insights and make informed decisions that contribute to advancements in healthcare and other fields. Longitudinal data analysis is a powerful tool that enables researchers to explore the complexities of human behavior, health outcomes, and societal trends over time. Its applications are endless, and as technology continues to advance, we can expect to see even more innovative and groundbreaking studies utilizing longitudinal data to shed light on the world around us.
Dimension: 229 x 151 (mm)
ISBN-13: 9780443136511
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