Spectral Analysis of Time-Series Data

Name: Spectral Analysis of Time-Series Data
Brand: GUILFORD PUBLICATIONS
SKU: 9781572303386
Price: 141.0 AUD
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GUILFORD PUBLICATIONSISBN: 9781572303386

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$141.00

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By Rebecca Warner
Imprint: THE GUILFORD PRESS
Release Date: August 30, 1998
Format: HARDBACK
Pages: 225

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Aimed at those new to the area, and those who have collected time-series data before, this book intends to facilitate the interpretation of observations of behaviour, physiology, mood, perceptual threshold, social indicator variables and other responses. It focuses on practical applications and requires much less mathematical background than many other texts. Using real data sets and the available software (SPSS for Windows), the book employs examples to clarify key concepts. Topics covered include research design issues, preliminary data screening, identification and description of cycles, summary of results across time series, and assessment of relations between time series. Also considered are theoretical questions, problems of interpretation and potential sources of artefact.

Contents 1. Research Questions for Time-Series and Spectral Analysis Studies 2. Issues in Time-Series Research Design, Data Collection, and Data Entry: Getting Started 3. Preliminary Examination of Time-Series Data 4. Harmonic Analysis 5. Periodogram Analysis 6. Spectral Analysis 7. Summary of Issues for Univariate Time-Series Data 8. Assessing Relationships between Two Time Series 9. Cross-Spectral Analysis 10. Applications of Bivariate Time-Series and Cross-Spectral Analyses 11. Pitfalls for the Unwary: Examples of Common Sources of Artifact 12. Theoretical Issues Appendix A. Raw Time-Series Data Appendix B. Critical Values for the Fisher Test of Significance for Periodogram Analysis

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Spectral Analysis of Time-Series Data

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