A Practical Guide to Time Series Analysis

Kirjan A Practical Guide to Time Series Analysis (2026) on kirjoittanut Suzanna Linn. Kirjan kieli on englanti, ja sen on kustantanut Cambridge University Press. Kirja on laajuudeltaan 536 sivua ja se on sidottu.

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.