Time Series Analysis Using SAS Enterprise Guide

1. Auflage 2020
ISBN: 978-981-15-0320-7
Verlag: Springer Nature Singapore

Buch, Englisch, 131 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 224 g

Reihe: SpringerBriefs in Statistics

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.

Zielgruppe

Research

Autoren/Hrsg.

Liu, Timina

Shi, Lei

Liu, Shuangzhe

Fachgebiete

• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen
• Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Ökonometrie

Inhaltsverzeichnis

1 Introduction 1.1 Overview1.2 SAS Enterprise Guide2 Basic Statistics and Regression Models2.1 Calculating new variables2.2 Normality test2.3 Simple linear regression2.4 Multiple linear regression 3 Time Series3.1 Smoothing methods3.2 ARIMA model3.3 Regression model with AR errors4 Panel Models4.1 Fixed effect4.2 Random effectReferences