University Course Planner The University of Adelaide Australia

BIOSTATS 6005EX - Principles of Statistical Inference

Career: Postgraduate Coursework
Units: 3
Term: 4120
Campus: External
Contact: Online
Restriction: Available to Grad Cert, Grad Dip, M Biostatistics students. Check with School for Non-Award Study.
Available for Study Abroad and Exchange: No
Available for Non-Award Study: Check with School
Pre-Requisite: BIOSTATS 6001EX and BIOSTATS 6003EX or BIOSTATS 6019EX
Assessment: Two major assignments and submission of selected practical exercises
Syllabus:

The aim of this course is to develop a strong mathematical and conceptual foundation in the methods of statistical inference, which underlie many of the methods utilised in subsequent courses, and in biostatistical practice. The course provides an overview of the concepts and properties of estimators of statistical model parameters, then proceeds to a general study of the likelihood function from first principles. This will serve as the basis for likelihood-based methodology, including maximum likelihood estimation, and the likelihood ratio, Wald, and score tests. Core statistical inference concepts including estimators and their ideal properties, hypothesis testing, p-values, confidence intervals, and power under a frequentist framework will be examined with an emphasis on both their mathematical derivation, and their interpretation and communication in a health and medical research setting. Other methods for estimation and ypothesis testing, including a brief introduction to the Bayesian approach to inference, exact and non-parametric methods, and simulation-based approaches will also be explored.

Course Fees

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Student Status

Domestic
International

What type of place are you studying in

Commonwealth supported
Full fee paying

Study Level

Undergraduate
Postgraduate Coursework
Non Award

Program of Study

Study Abroad student tuition fees are available here

Only some Postgraduate Coursework programs are available as Commonwealth Supported. Please check your program for specific fee information

Units
EFTSL
Amount
3
0.125
          
  

* This course is not normally offered to international students studying within Australia.


Course Outline

A Course Outline which includes Learning Outcomes, Learning Resources, Learning & Teaching for this course may be accessed here


Critical Dates

Term Last Day to Add Online Census Date Last Day to WNF Last Day to WF
4120 Mon 09/08/2021 Wed 18/08/2021 Fri 17/09/2021 Fri 29/10/2021


Class Details

Enrolment Class: Independent Study
Class Nbr Section Size Available Dates Days Time Location
25675 01EX 20 16 This class does not have any timetabled face-to-face sessions. Please check MyUni or contact your Course Coordinator for details.