Timina Liu, Shuangzhe Liu, Lei Shi

Time Series Analysis Using SAS Enterprise Guide (eBook, PDF)

• Format: PDF

Produktbeschreibung

This is the first book to present time series analysis using the SAS Enterprise Guide software. It includes some starting background and theory to various time series analysis techniques, and demonstrates the data analysis process and the final results via step-by-step extensive illustrations of the SAS Enterprise Guide software. This book is a practical guide to time series analyses in SAS Enterprise Guide, and is valuable resource that benefits a wide variety of sectors.

Produktdetails

• Verlag: Springer Singapore
• Erscheinungstermin: 19. Februar 2020
• Englisch
• ISBN-13: 9789811503214
• Artikelnr.: 59596685

Inhaltsangabe

1 Introduction.- 1.1 Overview.- 1.2 SAS Enterprise Guide.- 2 Basic Statistics and Regression Models.- 2.1 Calculating New Variables.- 2.2 Normality Test.- 2.3 Simple Linear Regression.- 2.4 Multiple Linear Regression.- 3 Time Series.- 3.1 Smoothing Methods.- 3.2 ARIMA Model.- 3.3 Regression Model with AR Errors.- 4 Panel Models.- 4.1 Fixed effect.- 4.2 Random Effect.- References.

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1 Introduction.- 1.1 Overview.- 1.2 SAS Enterprise Guide.- 2 Basic Statistics and Regression Models.- 2.1 Calculating New Variables.- 2.2 Normality Test.- 2.3 Simple Linear Regression.- 2.4 Multiple Linear Regression.- 3 Time Series.- 3.1 Smoothing Methods.- 3.2 ARIMA Model.- 3.3 Regression Model with AR Errors.- 4 Panel Models.- 4.1 Fixed effect.- 4.2 Random Effect.- References.