Multivariate Methods and Forecasting with IBM® SPSS® Statistics

Multivariate Methods and Forecasting with IBM® SPSS® Statistics

This is the second of a two-part guide to quantitative analysis using the IBM SPSS Statistics software package; this volume focuses on multivariate statistical methods and advanced forecasting techniques. More often than not, regression models involve more than one independent variable. For example, forecasting methods are commonly applied to aggregates such as inflation rates, unemployment, exchange rates, etc., that have complex relationships with determining variables. This book introduces multivariate regression models and provides examples to help understand theory underpinning the model. The book presents the fundamentals of multivariate regression and then moves on to examine several related techniques that have application in business-orientated fields such as logistic and multinomial regression. Forecasting tools such as the Box-Jenkins approach to time series modeling are introduced, as well as exponential smoothing and naïve techniques. This part also covers hot topics such as Factor Analysis, Discriminant Analysis and Multidimensional Scaling (MDS).

Download Now


Author
Publisher Springer
Release Date
ISBN 3319564811
Pages 178 pages
Rating 4.5/5 (14 users)

More Books:

Multivariate Methods and Forecasting with IBM® SPSS® Statistics
Language: en
Pages: 178
Authors: Abdulkader Aljandali
Categories: Business & Economics
Type: BOOK - Published: 2017-07-06 - Publisher: Springer

GET EBOOK

This is the second of a two-part guide to quantitative analysis using the IBM SPSS Statistics software package; this volume focuses on multivariate statistical
Quantitative Analysis and IBM® SPSS® Statistics
Language: en
Pages: 184
Authors: Abdulkader Aljandali
Categories: Business & Economics
Type: BOOK - Published: 2016-11-08 - Publisher: Springer

GET EBOOK

This guide is for practicing statisticians and data scientists who use IBM SPSS for statistical analysis of big data in business and finance. This is the first
Handbook of Univariate and Multivariate Data Analysis with IBM SPSS
Language: en
Pages: 600
Authors: Robert Ho
Categories: Mathematics
Type: BOOK - Published: 2013-10-25 - Publisher: CRC Press

GET EBOOK

Using the same accessible, hands-on approach as its best-selling predecessor, the Handbook of Univariate and Multivariate Data Analysis with IBM SPSS, Second Ed
Global Youth Citizenry and Radical Hope
Language: en
Pages: 273
Authors: Kathleen Gallagher
Categories: Social Science
Type: BOOK - Published: 2020-01-01 - Publisher: Springer Nature

GET EBOOK

This book explores the affective and relational lives of young people in diverse urban spaces. By following the trajectories of diverse young people as they cre
Economic and Financial Modelling with EViews
Language: en
Pages: 284
Authors: Abdulkader Aljandali
Categories: Business & Economics
Type: BOOK - Published: 2018-10-22 - Publisher: Springer

GET EBOOK

This practical guide in Eviews is aimed at practitioners and students in business, economics, econometrics, and finance. It uses a step-by-step approach to equi
Computerized Multivariate Methods
Language: en
Pages:
Authors: Kenneth M. Warwick
Categories: Business & Economics
Type: BOOK - Published: 2011-06-30 - Publisher: Marketing Classics Press

GET EBOOK

IBM SPSS by Example
Language: en
Pages: 368
Authors: Alan C. Elliott
Categories: Social Science
Type: BOOK - Published: 2014-12-31 - Publisher: SAGE Publications

GET EBOOK

The updated Second Edition of Alan C. Elliott and Wayne A. Woodward’s "cut to the chase" IBM SPSS guide quickly explains the when, where, and how of statistic
The Routledge Companion to Marketing Research
Language: en
Pages: 632
Authors: Len Tiu Wright
Categories: Business & Economics
Type: BOOK - Published: 2021-06-28 - Publisher: Routledge

GET EBOOK

This single-volume reference provides an alternative to traditional marketing research methods handbooks, focusing entirely on the new and innovative methods an
Workload Optimized Systems: Tuning POWER7 for Analytics
Language: en
Pages: 200
Authors: Dino Quintero
Categories: Computers
Type: BOOK - Published: 2013-04-14 - Publisher: IBM Redbooks

GET EBOOK

This IBM® Redbooks® publication addresses topics to help clients to take advantage of the virtualization strengths of the POWER® platform to solve system res
IBM SPSS Statistics 26 Step by Step
Language: en
Pages: 388
Authors: Darren George
Categories: Education
Type: BOOK - Published: 2019-12-06 - Publisher: Routledge

GET EBOOK

IBM SPSS Statistics 26 Step by Step: A Simple Guide and Reference, sixteenth edition, takes a straightforward, step-by-step approach that makes SPSS software cl