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Print PG 1-lots - Macquarie University Handbooks

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Handbook of Postgraduate Studies – 2004objective is to develop an understanding and awarenessof the importance of customers and familiarity with someof marketing’s tools and techniques.MKTG814 Managing CustomerRelationships4 pg cpThis unit will develop students’ understanding of the conceptof Customer Relationship Management (CRM); promotea deeper understanding of the process of CRM; andencourage students to become sensitive to the value ofdeveloping deep relationships with customers and thevalue of these relationships in the long term success ofany business. Students will analyse domestic and internationalcase studies and will develop their own CRMstrategy as part of a final assignment.MKTG815 Consumer Behaviour4 pg cpThis unit examines the external and internal factors thatinfluence people’s behaviour in a purchase situation. Itprovides a conceptual understanding of consumer behaviour,integrating theories from psychology, sociology,cultural anthropology and economics. These componentsof a consumer’s psychological and socio-economic profileare considered as influences in determining marketinginitiatives.STAT810 Statistical Theory4 pg cpThis unit introduces fundamental principles justifyingclassical and modern statistical methodology. The unitincludes an introduction to powerful asymptotic methodsof statistics and to optimality principles. Use is made ofScientific Notebook, a revolutionary piece of softwarefor mathematical computation and reporting, whichmakes solving statistical problems and presenting resultseasy and exciting.STAT811 Generalized Linear Models4 pg cpThis unit extends regression techniques to non-normaldata, demonstrates their applicability to nonlinear modelsand shows how such techniques may be used to analysediscrete, categorical, ordinal and correlated responses.SAS software is used.STAT812 Information Management4 pg cpThis unit is concerned with the use of state-of-the-artinformation technology for the systematic managementof information. Topics include the complete flow ofinformation from recording instrument to statisticalreport, using graphical, database, and statistical expertsystem concepts. Access database multitable queries.Introduction to Visual Basic programming.254STAT814 Statistical Design4 pg cpThe first part is concerned with the design of experiments.Many of the standard designs are discussed andextensive use is made of Minitab. The remaining half ofthe course is devoted to survey design. Questionnaireconstruction, the theory of sampling, stratified sampling,systematic sampling, ratio and regression estimators,cluster sampling and multistage sampling are all discussed.STAT817 Bioinformatics4 pg cpBioinformatics addresses problems related to the storage,retrieval and analysis of information about biologicalstructure. This unit will provide a broad-ranging study ofbioinformatics, covering the use of quantitative methodsin population genetics, genome science, proteomics andphylogenetics. It will also include study of data sources,data retrieval, BLAST and the PERL language. A backgroundin statistics is required and in biology is stronglyrecommended.STAT818 Epidemiological Methods4 pg cpAn introduction to the more commonly used researchstudy designs—randomised prospective trials, case controlstudies, cohort studies and cross-sectional studies—with applications to epidemiological problems. Statisticalmethods for analysing data from such studies, with particularemphasis on categorical data analysis, includinglogistic and Poisson regression, and models for censoredsurvival data. SAS (version 8) and EcStat, an add-in programin MS Excel, are used throughout this unit.STAT820 Decision Support Systems4 pg cpDecision support systems provide information to supportsemi-structured and unstructured decisions in modernorganisations. The decision support systems studied inthis unit are computer based and provide for user manipulationof source data extracted from databases bothinternal and external to the organisation. Students willstudy decision support systems involving: DataWarehousing and Data Marts, Online AnalyticProcessing, Data Mining (using SPSS Clementine), andGeographic Information Systems. The unit will be taughtusing modern software.STAT821 Multivariate Analysis4 pg cpIntroduces methodologies and techniques for the explorationand analysis of multivariate data. Topics includegraphical displays, discriminant analysis, principal componentsanalysis, multivariate normal distribution, multivariatelinear models, cluster analysis.

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