Multivariate Methods And Forecasting With Ibm Spss Statistics

Author : Abdulkader Aljandali
Publisher : Springer
Page : 178 pages
File Size : 47,9 Mb
Release : 2017-07-06
Category : Business & Economics
ISBN : 9783319564814

Get Book

Multivariate Methods and Forecasting with IBM® SPSS® Statistics by Abdulkader Aljandali Pdf

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).

Author : Abdulkader Aljandali
Publisher : Springer
Page : 184 pages
File Size : 53,7 Mb
Release : 2016-11-08
Category : Business & Economics
ISBN : 9783319455280

Get Book

Quantitative Analysis and IBM® SPSS® Statistics by Abdulkader Aljandali Pdf

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 of a two-part guide to SPSS for Windows, introducing data entry into SPSS, along with elementary statistical and graphical methods for summarizing and presenting data. Part I also covers the rudiments of hypothesis testing and business forecasting while Part II will present multivariate statistical methods, more advanced forecasting methods, and multivariate methods. IBM SPSS Statistics offers a powerful set of statistical and information analysis systems that run on a wide variety of personal computers. The software is built around routines that have been developed, tested, and widely used for more than 20 years. As such, IBM SPSS Statistics is extensively used in industry, commerce, banking, local and national governments, and education. Just a small subset of users of the package include the major clearing banks, the BBC, British Gas, British Airways, British Telecom, the Consumer Association, Eurotunnel, GSK, TfL, the NHS, Shell, Unilever, and W.H.S. Although the emphasis in this guide is on applications of IBM SPSS Statistics, there is a need for users to be aware of the statistical assumptions and rationales underpinning correct and meaningful application of the techniques available in the package; therefore, such assumptions are discussed, and methods of assessing their validity are described. Also presented is the logic underlying the computation of the more commonly used test statistics in the area of hypothesis testing. Mathematical background is kept to a minimum.

Author : Robert Ho
Publisher : CRC Press
Page : 600 pages
File Size : 40,6 Mb
Release : 2013-10-25
Category : Mathematics
ISBN : 9781439890226

Get Book

Handbook of Univariate and Multivariate Data Analysis with IBM SPSS by Robert Ho Pdf

Using the same accessible, hands-on approach as its best-selling predecessor, the Handbook of Univariate and Multivariate Data Analysis with IBM SPSS, Second Edition explains how to apply statistical tests to experimental findings, identify the assumptions underlying the tests, and interpret the findings. This second edition now covers more topics

Author : Keenan A. Pituch,James P. Stevens
Publisher : Routledge
Page : 827 pages
File Size : 45,6 Mb
Release : 2015-12-07
Category : Psychology
ISBN : 9781317805915

Get Book

Applied Multivariate Statistics for the Social Sciences by Keenan A. Pituch,James P. Stevens Pdf

Now in its 6th edition, the authoritative textbook Applied Multivariate Statistics for the Social Sciences, continues to provide advanced students with a practical and conceptual understanding of statistical procedures through examples and data-sets from actual research studies. With the added expertise of co-author Keenan Pituch (University of Texas-Austin), this 6th edition retains many key features of the previous editions, including its breadth and depth of coverage, a review chapter on matrix algebra, applied coverage of MANOVA, and emphasis on statistical power. In this new edition, the authors continue to provide practical guidelines for checking the data, assessing assumptions, interpreting, and reporting the results to help students analyze data from their own research confidently and professionally. Features new to this edition include: NEW chapter on Logistic Regression (Ch. 11) that helps readers understand and use this very flexible and widely used procedure NEW chapter on Multivariate Multilevel Modeling (Ch. 14) that helps readers understand the benefits of this "newer" procedure and how it can be used in conventional and multilevel settings NEW Example Results Section write-ups that illustrate how results should be presented in research papers and journal articles NEW coverage of missing data (Ch. 1) to help students understand and address problems associated with incomplete data Completely re-written chapters on Exploratory Factor Analysis (Ch. 9), Hierarchical Linear Modeling (Ch. 13), and Structural Equation Modeling (Ch. 16) with increased focus on understanding models and interpreting results NEW analysis summaries, inclusion of more syntax explanations, and reduction in the number of SPSS/SAS dialogue boxes to guide students through data analysis in a more streamlined and direct approach Updated syntax to reflect newest versions of IBM SPSS (21) /SAS (9.3) A free online resources site at www.routledge.com/9780415836661 with data sets and syntax from the text, additional data sets, and instructor’s resources (including PowerPoint lecture slides for select chapters, a conversion guide for 5th edition adopters, and answers to exercises) Ideal for advanced graduate-level courses in education, psychology, and other social sciences in which multivariate statistics, advanced statistics, or quantitative techniques courses are taught, this book also appeals to practicing researchers as a valuable reference. Pre-requisites include a course on factorial ANOVA and covariance; however, a working knowledge of matrix algebra is not assumed.

Author : Kenneth Stehlik-Barry,Anthony J. Babinec
Publisher : Packt Publishing Ltd
Page : 435 pages
File Size : 53,6 Mb
Release : 2017-09-22
Category : Computers
ISBN : 9781787280700

Get Book

Data Analysis with IBM SPSS Statistics by Kenneth Stehlik-Barry,Anthony J. Babinec Pdf

Master data management & analysis techniques with IBM SPSS Statistics 24 About This Book Leverage the power of IBM SPSS Statistics to perform efficient statistical analysis of your data Choose the right statistical technique to analyze different types of data and build efficient models from your data with ease Overcome any hurdle that you might come across while learning the different SPSS Statistics concepts with clear instructions, tips and tricks Who This Book Is For This book is designed for analysts and researchers who need to work with data to discover meaningful patterns but do not have the time (or inclination) to become programmers. We assume a foundational understanding of statistics such as one would learn in a basic course or two on statistical techniques and methods. What You Will Learn Install and set up SPSS to create a working environment for analytics Techniques for exploring data visually and statistically, assessing data quality and addressing issues related to missing data How to import different kinds of data and work with it Organize data for analytical purposes (create new data elements, sampling, weighting, subsetting, and restructure your data) Discover basic relationships among data elements (bivariate data patterns, differences in means, correlations) Explore multivariate relationships Leverage the offerings to draw accurate insights from your research, and benefit your decision-making In Detail SPSS Statistics is a software package used for logical batched and non-batched statistical analysis. Analytical tools such as SPSS can readily provide even a novice user with an overwhelming amount of information and a broad range of options for analyzing patterns in the data. The journey starts with installing and configuring SPSS Statistics for first use and exploring the data to understand its potential (as well as its limitations). Use the right statistical analysis technique such as regression, classification and more, and analyze your data in the best possible manner. Work with graphs and charts to visualize your findings. With this information in hand, the discovery of patterns within the data can be undertaken. Finally, the high level objective of developing predictive models that can be applied to other situations will be addressed. By the end of this book, you will have a firm understanding of the various statistical analysis techniques offered by SPSS Statistics, and be able to master its use for data analysis with ease. Style and approach Provides a practical orientation to understanding a set of data and examining the key relationships among the data elements. Shows useful visualizations to enhance understanding and interpretation. Outlines a roadmap that focuses the process so decision regarding how to proceed can be made easily.

Author : R. Shanthi
Publisher : MJP Publisher
Page : 448 pages
File Size : 53,7 Mb
Release : 2019-06-10
Category : Mathematics
ISBN : 8210379456XXX

Get Book

MULTIVARIATE DATA ANALYSIS by R. Shanthi Pdf

Multivariate Data Analysis Introduction to SPSS Outliers Normality Test of Linearity Data Transformation Bootstrapping Homoscedasticity Introduction to IBM SPSS – AMOS Multivariate Analysis of Variance (MANOVA) One Way Manova in SPSS Multiple Regression Analysis Binary Logistic Regression Factor Analysis Exploratory Factor Analysis Confirmatory Factor Analysis Cluster Analysis K - Mean Cluster Analysis Hierarchical Cluster Analysis Discriminant Analysis Correspondence Analysis Multidimensional Scaling Example - Multidimensional Scaling (ALSCAL) Neural Network Decision Trees Path Analysis Structural Equation Modeling Canonical Correlation

Author : Jonathan Sarwono
Publisher : Unknown
Page : 139 pages
File Size : 47,7 Mb
Release : 2017-12-05
Category : Electronic
ISBN : 1973192748

Get Book

Advanced Statistics: Made Easy Using IBM SPSS by Jonathan Sarwono Pdf

This book discusses advanced statistics which fall into multivariate statistics category. Most of the procedures described in this book employ more complex variable relationship. Consequently the calculation becomes more difficult. One of the advantages using these procedures is that we can employ many variables in our researches. One of the goals is to get more accurate results due to the more completed explanation. By using the IBM SPSS, the calculation can be made easier for the users. Besides, we can calculate the data very quickly and the result becomes more accurate. The contents of the books are as follows:* Basic Concepts* Classification of Variables' Relationship* Basic Theories Used in IBM SPSS* Multiple Linear Regression with Complex Variables* Canonical Correlation with Complex Variables* Factorial ANOVA* Multiple Discriminant Analysis * Logistic Regression* Multivariate Analysis of Variance (MANOVA)* Cluster Analysis* Multidimensional Scaling* Factor Analysis* Exercises and Samples of Researches

Author : Jutta Arrenberg
Publisher : BoD – Books on Demand
Page : 258 pages
File Size : 50,5 Mb
Release : 2020-09-09
Category : Mathematics
ISBN : 9783751989718

Get Book

Analysis of Multivariate Data with SPSS by Jutta Arrenberg Pdf

The book introduces the most important statistical methods for analyzing multivariate data sets. After reading the book, the reader (female, male) is able to autonomously carry out comprehensive statistical analyzes of data. The steps for finding a solution with SPSS are shown in the book. The individual procedures are explained using easy-to-understand examples to ensure learning success. Previous knowledge of statistics is helpful for reading the book, but not essential. The procedures presented are plausible even without prior basic knowledge of statistics. This book was written over a period of twenty semesters and benefited from the questions raised by the listeners in my lecture.

Author : Abdulkader Aljandali,Motasam Tatahi
Publisher : Springer
Page : 284 pages
File Size : 47,9 Mb
Release : 2018-10-22
Category : Business & Economics
ISBN : 9783319929859

Get Book

Economic and Financial Modelling with EViews by Abdulkader Aljandali,Motasam Tatahi Pdf

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 equip readers with a toolkit that enables them to make the most of this widely used econometric analysis software. Statistical and econometrics concepts are explained visually with examples, problems, and solutions. Developed by economists, the Eviews statistical software package is used most commonly for time-series oriented econometric analysis. It allows users to quickly develop statistical relations from data and then use those relations to forecast future values of the data. The package provides convenient ways to enter or upload data series, create new series from existing ones, display and print series, carry out statistical analyses of relationships among series, and manipulate results and output. This highly hands-on resource includes more than 200 illustrative graphs and tables and tutorials throughout. Abdulkader Aljandali is Senior Lecturer at Coventry University in London. He is currently leading the Stochastic Finance Module taught as part of the Global Financial Trading MSc. His previously published work includes Exchange Rate Volatility in Emerging Markers, Quantitative Analysis, Multivariate Methods & Forecasting with IBM SPSS Statistics and Multivariate Methods and Forecasting with IBM® SPSS® Statistics. Dr Aljandali is an established member of the British Accounting and Finance Association and the Higher Education Academy. Motasam Tatahi is a specialist in the areas of Macroeconomics, Financial Economics, and Financial Econometrics at the European Business School, Regent’s University London, where he serves as Principal Lecturer and Dissertation Coordinator for the MSc in Global Banking and Finance at The European Business School-London.

Author : Nancy L. Leech,Karen C. Barrett,George A. Morgan
Publisher : Routledge
Page : 617 pages
File Size : 52,9 Mb
Release : 2014-08-05
Category : Psychology
ISBN : 9781136334931

Get Book

IBM SPSS for Intermediate Statistics by Nancy L. Leech,Karen C. Barrett,George A. Morgan Pdf

Designed to help readers analyze and interpret research data using IBM SPSS, this user-friendly book shows readers how to choose the appropriate statistic based on the design; perform intermediate statistics, including multivariate statistics; interpret output; and write about the results. The book reviews research designs and how to assess the accuracy and reliability of data; how to determine whether data meet the assumptions of statistical tests; how to calculate and interpret effect sizes for intermediate statistics, including odds ratios for logistic analysis; how to compute and interpret post-hoc power; and an overview of basic statistics for those who need a review. Unique chapters on multilevel linear modeling; multivariate analysis of variance (MANOVA); assessing reliability of data; multiple imputation; mediation, moderation, and canonical correlation; and factor analysis are provided. SPSS syntax with output is included for those who prefer this format. The new edition features: • IBM SPSS version 22; although the book can be used with most older and newer versions • New discusiion of intraclass correlations (Ch. 3) • Expanded discussion of effect sizes that includes confidence intervals of effect sizes (ch.5) • New information on part and partial correlations and how they are interpreted and a new discussion on backward elimination, another useful multiple regression method (Ch. 6) • New chapter on how to use a variable as a mediator or a moderator (ch. 7) • Revised chapter on multilevel and hierarchical linear modeling (ch. 12) • A new chapter (ch. 13) on multiple imputation that demonstrates how to deal with missing data • Updated web resources for instructors including PowerPoint slides and answers to interpretation questions and extra problems and for students, data sets, chapter outlines, and study guides. IBM SPSS for Intermediate Statistics, Fifth Edition provides helpful teaching tools: • all of the key SPSS windows needed to perform the analyses • outputs with call-out boxes to highlight key points • interpretation sections and questions to help students better understand and interpret the output • extra problems with realistic data sets for practice using intermediate statistics • Appendices on how to get started with SPSS, write research questions, and basic statistics. An ideal supplement for courses in either intermediate/advanced statistics or research methods taught in departments of psychology, education, and other social, behavioral, and health sciences. This book is also appreciated by researchers in these areas looking for a handy reference for SPSS

Author : Shanthi R
Publisher : Mjp Publishers
Page : 450 pages
File Size : 52,7 Mb
Release : 2019-04-25
Category : Electronic
ISBN : 8180944123

Get Book

Multivariate Data Analysis by Shanthi R Pdf

Multivariate Data Analysis Introduction to SPSS Outliers Normality Test of Linearity Data Transformation Bootstrapping Homoscedasticity Introduction to IBM SPSS - AMOS Multivariate Analysis of Variance (MANOVA) One Way Manova in SPSS Multiple Regression Analysis Binary Logistic Regression Factor Analysis Exploratory Factor Analysis Confirmatory Factor Analysis Cluster Analysis K - Mean Cluster Analysis Hierarchical Cluster Analysis Discriminant Analysis Correspondence Analysis Multidimensional Scaling Example - Multidimensional Scaling (ALSCAL) Neural Network Decision Trees Path Analysis Structural Equation Modeling Canonical Correlation

Author : Keenan A. Pituch,James Paul Stevens
Publisher : Unknown
Page : 793 pages
File Size : 51,9 Mb
Release : 2016
Category : Multivariate analysis
ISBN : 1315814919

Get Book

Applied Multivariate Statistics for the Social Sciences by Keenan A. Pituch,James Paul Stevens Pdf

Author : Robert Ho
Publisher : CRC Press
Page : 426 pages
File Size : 50,8 Mb
Release : 2006-03-24
Category : Mathematics
ISBN : 9781420011111

Get Book

Handbook of Univariate and Multivariate Data Analysis and Interpretation with SPSS by Robert Ho Pdf

Many statistics texts tend to focus more on the theory and mathematics underlying statistical tests than on their applications and interpretation. This can leave readers with little understanding of how to apply statistical tests or how to interpret their findings. While the SPSS statistical software has done much to alleviate the frustrations of s

Author : Ramos, Célia M.Q.,Almeida, Cláudia Ribeiro de,Fernandes, Paula Odete
Publisher : IGI Global
Page : 477 pages
File Size : 41,9 Mb
Release : 2019-12-27
Category : Business & Economics
ISBN : 9781799819486

Get Book

Handbook of Research on Social Media Applications for the Tourism and Hospitality Sector by Ramos, Célia M.Q.,Almeida, Cláudia Ribeiro de,Fernandes, Paula Odete Pdf

Tourists frequently rely on social networks to provide information about a product or destination as a decision support tool to make adequate decisions in the process of planning a trip. In this digital environment, tourists share their travel experiences, impressions, emotions, special moments, and opinions about an assortment of tourist services like hotels, restaurants, airlines, and car rental services, all of which contribute to the online reputation of a tourist destination. The Handbook of Research on Social Media Applications for the Tourism and Hospitality Sector is a fundamental reference source that provides vital theoretical frameworks and the latest innovative empirical research findings of online social media in the tourism industry. While highlighting topics such as e-business, mobile marketing, and smart tourism, this publication explores user-generated content and the methods of mobile strategies. This book is ideally designed for tour developers, travel agents, restaurateurs, hotel management, tour directors, entrepreneurs, social media analysts, managers, industry professionals, academicians, researchers, and students.

Author : Keith McCormick,Jesus Salcedo
Publisher : John Wiley & Sons
Page : 384 pages
File Size : 46,8 Mb
Release : 2015-05-14
Category : Mathematics
ISBN : 9781118989029

Get Book

SPSS Statistics for Dummies by Keith McCormick,Jesus Salcedo Pdf

The ultimate beginner's guide to SPSS and statistical analysis SPSS Statistics For Dummies is the fun and friendly guide to mastering SPSS. This book contains everything you need to know to get up and running quickly with this industry-leading software, with clear, helpful guidance on working with both the software and your data. Every chapter of this new edition has been updated with screenshots and steps that align with SPSS 23.0. You'll learn how to set up the software and organize your workflow, then delve deep into analysis to discover the power of SPSS capabilities. You'll discover the mechanics behind the calculations, perform predictive analysis, produce informative graphs, and maximize your data, even if it's been awhile since your last statistics class. SPSS is the leading statistical software for social sciences, marketing, health care, demography, government, education, data mining, and more. This powerful package gives you the tools you need to get more out of your data, and this book is your beginner-friendly guide to getting the most out of the software. Install and configure SPSS and learn the basics of how it works Master the process of getting data into SPSS and manipulating it to produce results See how to display data in dozens of different graphic formats to fit specific needs Make SPSS manufacture the numbers you want and take advantage of the many analysis options Discover ways to customize the SPSS interface and the look of your results, edit graphics and pivot tables, and program SPSS with Command Syntax Statistical analysis is crucial to so many industries, and accuracy and efficiency are crucial. SPSS offers you the capability to deliver, but you still must know how to take utmost advantage of the tools at your fingertips. SPSS Statistics For Dummies shows you how to handle data like a pro, with step-by-step instruction and expert advice.