Multivariate Methods and Forecasting with IBM® SPSS® Statistics

Business & Finance, Economics, Statistics, Nonfiction, Science & Nature, Mathematics
Cover of the book Multivariate Methods and Forecasting with IBM® SPSS® Statistics by Abdulkader Aljandali, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Abdulkader Aljandali ISBN: 9783319564814
Publisher: Springer International Publishing Publication: July 6, 2017
Imprint: Springer Language: English
Author: Abdulkader Aljandali
ISBN: 9783319564814
Publisher: Springer International Publishing
Publication: July 6, 2017
Imprint: Springer
Language: English

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).

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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).

More books from Springer International Publishing

Cover of the book Simulating Societal Change by Abdulkader Aljandali
Cover of the book Integrated Uncertainty in Knowledge Modelling and Decision Making by Abdulkader Aljandali
Cover of the book Practical Atlas of Transplant Pathology by Abdulkader Aljandali
Cover of the book Algorithms and Models for the Web Graph by Abdulkader Aljandali
Cover of the book Biomass and Green Chemistry by Abdulkader Aljandali
Cover of the book Computer Games by Abdulkader Aljandali
Cover of the book Narratives of Difference in Globalized Cultures by Abdulkader Aljandali
Cover of the book Dynamic Behavior of Materials, Volume 1 by Abdulkader Aljandali
Cover of the book Human Aspects of IT for the Aged Population. Social Media, Games and Assistive Environments by Abdulkader Aljandali
Cover of the book Toward Information Justice by Abdulkader Aljandali
Cover of the book Advances in Information Systems Development by Abdulkader Aljandali
Cover of the book Coastal Risk Assessment by Abdulkader Aljandali
Cover of the book Genetic Programming by Abdulkader Aljandali
Cover of the book Mindfulness-Based Cognitive Therapy by Abdulkader Aljandali
Cover of the book Materials that Move by Abdulkader Aljandali
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy