University Course Planner The University of Adelaide Australia

STATS 3001 - Statistical Modelling III

Career: Undergraduate
Units: 3
Term: Semester 1
Campus: North Terrace
Contact: Up to 3 hours per week
Available for Study Abroad and Exchange: Yes
Available for Non-Award Study: Yes
Pre-Requisite: STATS 2107 or (MATHS 2201 and MATHS 2202) or (MATHS 2106 and MATHS 2107)
Assumed Knowledge: Experience with the statistical package R such as would be obtained from STATS 1005 or STATS 2107.
Assessment: Ongoing assessment, exam
Syllabus:

One of the key requirements of an applied statistician is the ability to formulate appropriate statistical models and then apply them to data in order to answer the questions of interest. Most often, such models can be seen as relating a response variable to one or more explanatory variables. For example, in a medical experiment we may seek to evaluate a new treatment by relating patient outcome to treatment received while allowing for background variables such as age, sex and disease severity. In this course, a rigorous discussion of the linear model is given and various extensions are developed. There is a strong practical emphasis and the statistical package R is used extensively. Topics covered are: the linear model, least squares estimation, generalised least squares estimation, properties of estimators, the Gauss-Markov theorem; geometry of least squares, subspace formulation of linear models, orthogonal projections; regression models, factorial experiments, analysis of covariance and model formulae; regression diagnostics, residuals, influence diagnostics, transformations, Box-Cox models, model selection and model building strategies; logistic regression models; Poisson regression models.

Course Fees

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Student Status

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Commonwealth supported
Full fee paying

Study Level

Undergraduate
Postgraduate Coursework
Non Award

Program of Study

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Units
EFTSL
Amount
3
0.125
          
  


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
Semester 1 Mon 16/03/2020 Thu 26/03/2020 Fri 12/06/2020 Not Available


Class Details

Enrolment Class: Lecture
Class Nbr Section Size Available Dates Days Time Location
12804 LE01 60 29 4 Mar - 8 Apr Wednesday 9am - 10am Lower Napier, LG28, Lecture Theatre
6 Mar - 10 Apr Friday 11am - 12pm Napier, 208, Lecture Theatre
29 Apr - 10 Jun Wednesday 9am - 10am Lower Napier, LG28, Lecture Theatre
1 May - 12 Jun Friday 11am - 12pm Napier, 208, Lecture Theatre
Related Class: Practical
Class Nbr Section Size Available Dates Days Time Location
11380 PR02 30 14 3 Mar - 3 Mar Tuesday 12pm - 1pm Engineering & Mathematics, EM106, Computer Suite
17 Mar - 17 Mar Tuesday 12pm - 1pm Engineering & Mathematics, EM106, Computer Suite
31 Mar - 31 Mar Tuesday 12pm - 1pm Engineering & Mathematics, EM106, Computer Suite
28 Apr - 28 Apr Tuesday 12pm - 1pm Engineering & Mathematics, EM106, Computer Suite
12 May - 12 May Tuesday 12pm - 1pm Engineering & Mathematics, EM106, Computer Suite
26 May - 26 May Tuesday 12pm - 1pm Engineering & Mathematics, EM106, Computer Suite
12805 PR01 30 15 3 Mar - 3 Mar Tuesday 10am - 11am Engineering & Mathematics, EMG13, Computer Suite
17 Mar - 17 Mar Tuesday 10am - 11am Engineering & Mathematics, EMG13, Computer Suite
31 Mar - 31 Mar Tuesday 10am - 11am Engineering & Mathematics, EMG13, Computer Suite
28 Apr - 28 Apr Tuesday 10am - 11am Engineering & Mathematics, EMG13, Computer Suite
12 May - 12 May Tuesday 10am - 11am Engineering & Mathematics, EMG13, Computer Suite
26 May - 26 May Tuesday 10am - 11am Engineering & Mathematics, EMG13, Computer Suite
Related Class: Tutorial
Class Nbr Section Size Available Dates Days Time Location
12806 TU01 35 11 10 Mar - 10 Mar Tuesday 12pm - 1pm Engineering & Mathematics, EMG07, Teaching Room
24 Mar - 24 Mar Tuesday 12pm - 1pm Engineering & Mathematics, EMG07, Teaching Room
7 Apr - 7 Apr Tuesday 12pm - 1pm Engineering & Mathematics, EMG07, Teaching Room
5 May - 5 May Tuesday 12pm - 1pm Engineering & Mathematics, EMG07, Teaching Room
19 May - 19 May Tuesday 12pm - 1pm Engineering & Mathematics, EMG07, Teaching Room
2 Jun - 2 Jun Tuesday 12pm - 1pm Engineering & Mathematics, EMG07, Teaching Room
14323 TU02 40 33 12 Mar - 12 Mar Thursday 11am - 12pm Engineering & Mathematics, EM205, Teaching Room
26 Mar - 26 Mar Thursday 11am - 12pm Engineering & Mathematics, EM205, Teaching Room
9 Apr - 9 Apr Thursday 11am - 12pm Engineering & Mathematics, EM205, Teaching Room
7 May - 7 May Thursday 11am - 12pm Engineering & Mathematics, EM205, Teaching Room
21 May - 21 May Thursday 11am - 12pm Engineering & Mathematics, EM205, Teaching Room
4 Jun - 4 Jun Thursday 11am - 12pm Engineering & Mathematics, EM205, Teaching Room