units

EPM5002

Faculty of Medicine, Nursing and Health Sciences

Skip to content | Change text size
 

print version

Monash University Handbook 2010 Postgraduate - Unit

6 points, SCA Band 2, 0.125 EFTSL

LevelPostgraduate
FacultyFaculty of Medicine, Nursing and Health Sciences
OfferedAlfred Hospital First semester 2010 (Off-campus)
Alfred Hospital Second semester 2010 (Off-campus)
Coordinator(s)Dr K. Dear

Synopsis

Core topics in algebra and analysis, including polynomial and simultaneous equations, graphs, concepts of limits, continuity and series approximations, including Taylor series expansions. Calculus is used to describe techniques of integration and differentiation of vector expressions. Study of probability, concepts of probability laws, random variables, expectation and distributions. Essential topics in matrix algebra relevant to biostatistical methods. Essential numerical methods, including Newton-Raphson method for solution of simultaneous equations and concepts of numerical integration.

Objectives

On completion of this unit students should be able to:

  1. demonstrate a broad understanding of the mathematics underlying key statistical methods;
  2. demonstrate an understanding of basic algebra and analysis, and the ability to manually differentiate and integrate algebraic expressions, and perform Taylor series expansions;
  3. understand the basic laws of probability, and the calculus basis of expectation and distribution theory;
  4. perform matrix manipulations manually;
  5. understand the numerical methods behind solutions of equations regularly encountered in methods in biostatistics.

Assessment

Written assignments (100%)

Chief examiner(s)

Dr K Dear

Prohibitions

This unit is only available to students enrolled in the Graduate Certificate, Graduate Diploma or Masters of Biostatistics.

Additional information on this unit is available from the faculty at:

http://www.med.monash.edu.au/epidemiology/pgrad