Téléchargez le livre : Applied Time Series Analysis for the Social Sciences

Applied Time Series Analysis for the Social Sciences

Specification, Estimation, and Inference

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Éditeur :

Wiley


Collection :

Wiley Series in Probability and Statistics

Paru le : 2025-11-05



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Description
EXPLORE THIS INDISPENSABLE AND COMPREHENSIVE GUIDE TO TIME SERIES ANALYSIS FOR STUDENTS AND PRACTITIONERS IN A WIDE VARIETY OF DISCIPLINES
Applied Time Series Analysis for the Social Sciences: Specification, Estimation, and Inference delivers an accessible guide to time series analysis that includes both theory and practice. The coverage spans developments from ARIMA intervention models and generalized least squares to the London School of Economics (LSE) approach and vector autoregression. Designed to break difficult concepts into manageable pieces while offering plenty of examples and exercises, the author demonstrates the use of lag operator algebra throughout to provide a better understanding of dynamic specification and the connections between model specifications that appear to be more different than they are.
The book is ideal for those with minimal mathematical experience, intended to follow a course in multiple regression, and includes exercises designed to build general skills such as mathematical expectation calculations to derive means and variances. Readers will also benefit from the inclusion of: A focus on social science applications and a mix of theory and detailed examples provided throughout An accompanying website with data sets and examples in Stata, SAS and R A simplified unit root testing strategy based on recent developments An examination of various uses and interpretations of lagged dependent variables and the common pitfalls students and researchers face in this area An introduction to LSE methodology such as the COMFAC critique, general-to-specific modeling, and the use of forecasting to evaluate and test models
Perfect for students and professional researchers in the political sciences, public policy, sociology, and economics, Applied Time Series Analysis for the Social Sciences: Specification, Estimation, and Inference will also earn a place in the libraries of post graduate students and researchers in public health, public administration and policy, and education.
Pages
448 pages
Collection
Wiley Series in Probability and Statistics
Parution
2025-11-05
Marque
Wiley
EAN papier
9780470749937
EAN PDF
9781119010470
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
448
Taille du fichier
6943 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
59,61 €
EAN EPUB
9781119010487
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
240
Taille du fichier
5376 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
59,61 €

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