A Practical Guide to Time Series Analysis

di Suzanna Linn (Autore)

Matthew J. Lebo (Autore)

Clayton Webb (Autore)

Cambridge University Press, 2026

Understanding change over time is a critical component of social science. However, data measured over time – time series – requires their own set of statistical and inferential tools. In this book, Suzanna Linn, Matthew Lebo, and Clayton Webb explain the most commonly used time series models and demonstrate their applications using examples. The guide outlines the steps taken to identify a series, make determinations about exogeneity/endogeneity, and make appropriate modelling decisions and inferences. Detailing challenges and explanations of key techniques not covered in most time series textbooks, the authors show how navigating between data and models, deliberately and transparently, allows researchers to clearly  explain their statistical analyses to a broad audience.

• Autore: Suzanna Linn, Matthew J. Lebo, Clayton Webb
• Editore: Cambridge University Press
• Collana: Methodological Tools in the Social Sciences
• Anno: 2026
• Rilegatura: Hardback
• Pagine: 552 p.
• Peso: 899 gr.
• EAN: 9781108418539

Testo in English