units

MKF5500

Faculty of Business and Economics

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Monash University Handbook 2011 Postgraduate - Unit

6 points, SCA Band 3, 0.125 EFTSL

Refer to the specific census and withdrawal dates for the semester(s) in which this unit is offered.

LevelPostgraduate
FacultyFaculty of Business and Economics
OfferedCaulfield Second semester 2011 (Day)
Coordinator(s)Professor Felix Mavondo

Synopsis

This unit adopts a very practical approach to introducing multivariate statistical techniques that are currently popular in the analysis of business and marketing survey data. The main topics covered are: a review of statistical tools, factor analysis, structural equation modelling, cluster analysis, discriminant analysis, correspondence analysis and multivariate analysis of variance. SPSS software will be used for problem solving. The emphasis will be on understanding, interpreting and reporting results of the analysis and on the proper use of techniques. Case studies and exercises will be drawn from diverse areas of the business world.

Objectives

The learning goals associated with this unit are to:

  1. introduce exploratory factor analysis and structural equation modelling
  2. show how multiple regression and multivariate analysis of covariance can be used to analyse survey data
  3. provide exposure to logistic regression in discrete-choice modelling studies
  4. demonstrate the role of cluster analysis and multidimensional scaling and correspondence analysis in understanding multivariate data
  5. provide an opportunity to become competent in the use of a statistical package (SPSS).

Assessment

Within semester assessment: 50%
Examination (2 hours): 50%

Chief examiner(s)

Felix Mavondo

Contact hours

3 hours per week

Prerequisites

ETX2121, ETX2111 or MBA9007

Prohibitions

ETC3500, ETF3500, MKC3500, MKF3500