Balancing simplicity with technical rigour, this practical guide to the statistical techniques essential to research in marketing and related fields, describes each method as well as showing how they are applied. The book is accompanied by two real data sets to replicate examples and with exercises to solve, as well as detailed guidance on the use of appropriate software including: - 750 powerpoint slides with lecture notes and step-by-step guides to run analyses in SPSS (also includes screenshots) - 136 multiple choice questions for tests This is augmented by in-depth discussion of topics including: - Sampling - Data management and statistical packages - Hypothesis testing - Cluster analysis - Structural equation modelling
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Simple-to-follow, yet rigorous, practical guide to the statistical techniques used in marketing and consumer research.
PART ONE: COLLECTING, PREPARING AND CHECKING THE DATA
Measurement, Errors and Data for Consumer Research
Secondary Consumer Data
Primary Data Collection
Data Preparation and Descriptive Statistics
PART TWO: SAMPLING, PROBABILITY AND INFERENCE
Sampling
Hypothesis Testing
Analysis of Variance
PART THREE: RELATIONSHIPS AMONG VARIABLES
Correlation and Regression
Association, Log-linear Analysis and Canonical Correlation Analysis
Factor Analysis and Principal Component Analysis
PART FOUR: CLASSIFICATION AND SEGMENTATION TECHNIQUES
Discriminant Analysis
Cluster Analysis
Multidimensional Scaling
Correspondence Analysis
PART FIVE: FURTHER METHODS IN MULTIVARIATE ANALYSIS
Structural Equation Models
Discrete Choice Models
The End (and Beyond)
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Produktdetaljer
ISBN
9781412911214
Publisert
2008-05-22
Utgiver
Vendor
SAGE Publications Inc
Vekt
860 gr
Høyde
242 mm
Bredde
170 mm
Aldersnivå
U, 05
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
432
Forfatter