Name: A Primer on Data Management, Statistical Analysis, and Techniques
SKU: 68900497
Price: 198.19 USD
Availability: InStock
Author: Foster, Barbara
ISBN: 9798887159027

portada A Primer on Data Management, Statistical Analysis, and Techniques

A Primer on Data Management, Statistical Analysis, and Techniques

Formato

Libro Físico

Editorial

Oryson Press

Autor

Foster, Barbara

Encuadernación

Tapa Dura

ISBN13

9798887159027

A Primer on Data Management, Statistical Analysis, and Techniques

Foster, Barbara (Autor) · Oryson Press · Tapa Dura

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Reseña del libro "A Primer on Data Management, Statistical Analysis, and Techniques"

A Primer on Data Management, Statistical Analysis, and Techniques addresses the critical need for rigorous data handling and analytical proficiency in contemporary research and practice. In an era defined by vast and complex datasets, the ability to effectively manage, analyze, and interpret information is paramount for informed decision-making, scientific advancement, and robust problem-solving. Core challenges include ensuring data quality, selecting appropriate statistical methodologies, mitigating biases, and validating analytical outcomes. This book systematically explores fundamental data management principles, the properties and applications of the multivariate normal distribution, and foundational measurement theory alongside exploratory and confirmatory factor analysis. It elucidates random variables, general data analysis techniques, and essential statistical methods, including hypothesis testing and statistical inference. Furthermore, it introduces data mining and optimization, mediation and moderation analysis, and advanced statistical validation for quality assessment, covering accuracy, precision, and trueness. This comprehensive resource is designed for students, researchers, and professionals seeking a foundational yet thorough understanding of data management and advanced statistical methodologies.