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A01=Erik Kostelijk
A01=Jose Marcos Carvalho de Mesquita
advanced data modelling in marketing
AMOS Output
analytics
ANOVA Table
Author_Erik Kostelijk
Author_Jose Marcos Carvalho de Mesquita
behavior
behaviour
Categorical Independent Variable
Category=GPS
Category=KJS
Category=KJSM
cluster techniques
confirmatory factor analysis
consumer
consumer insights
Customer Defection
Data Set
Discriminant Analysis
EFA
eq_bestseller
eq_business-finance-law
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
eq_non-fiction
Exploratory Data Analysis
Exponential Smoothing
IBM SPSS Statistics Software
Increase Model Fit
Incremental Fit Indices
Latent Variables
marketing
Measurement Model Reliability
Missing Data
Model Fit
Multiple Discriminant Analysis
multivariate analysis
Parsimony Indices
postgraduate statistics
quantitative research methods
Repurchase Intention
spss
SPSS Command
SPSS File
SPSS Spreadsheet
Standardized Factor Loadings
Structural Equation Modeling
Univariate Normality

Product details

  • ISBN 9781032052199
  • Weight: 640g
  • Dimensions: 174 x 246mm
  • Publication Date: 02 Nov 2021
  • Publisher: Taylor & Francis Ltd
  • Publication City/Country: GB
  • Product Form: Paperback
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Marketing Analytics provides guidelines in the application of statistics using IBM SPSS Statistics Software (SPSS) for students and professionals using quantitative methods in marketing and consumer behavior. With simple language and a practical, screenshot-led approach, the book presents 11 multivariate techniques and the steps required to perform analysis.

Each chapter contains a brief description of the technique, followed by the possible marketing research applications. One of these applications is then used in detail to illustrate its applicability in a research context, including the needed SPSS commands and illustrations. Each chapter also includes practical exercises that require the readers to perform the technique and interpret the results, equipping students with the necessary skills to apply statistics by means of SPSS in marketing and consumer research. Finally, there is a list of articles employing the technique that can be used for further reading.

This textbook provides introductory material for advanced undergraduate and postgraduate students studying marketing and consumer analytics, teaching methods along with practical software-applied training using SPSS. Support material includes two real data sets to illustrate the techniques’ applications and PowerPoint slides providing a step-by-step guide to the analysis and commented outcomes. Professionals are invited to use the book to select and use the appropriate analytics for their specific context.

José Marcos Carvalho de Mesquita is Professor of Marketing at FUMEC University, Brazil, and visiting researcher at University of Connecticut, USA.

Erik Kostelijk is Associate Professor of Marketing at the Amsterdam School of International Business of the University of Applied Sciences in Amsterdam, the Netherlands.

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