Time Series Analysis Using SAS Enterprise Guide

by Timina Liu, Shuangzhe Liu, Lei Shi

Overview

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.

Product Details

ISBN-13:	9789811503207
Publisher:	Springer Nature Singapore
Publication date:	02/20/2020
Series:	SpringerBriefs in Statistics
Edition description:	1st ed. 2020
Pages:	131
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of Contents

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.