University Course Planner The University of Adelaide Australia

STATS 3001 - Statistical Modelling III

Career: Undergraduate
Units: 3
Term: 4210
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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The fees displayed below for international students are for students commencing a program in 2024 only. International students who commenced a program in 2023 or prior can find their fee here.

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
4210 Tue 15/03/2022 Thu 24/03/2022 Fri 06/05/2022 Fri 10/06/2022


Class Details

Enrolment Class: Workshop
Class Nbr Section Size Available Dates Days Time Location
10578 WR01 105 42 3 Mar - 7 Apr Thursday 1pm - 2pm Engineering Sth, S111, Teaching Room
28 Apr - 2 Jun Thursday 1pm - 2pm Engineering Sth, S111, Teaching Room
Note: This class will be delivered both online and face to face. Please refer to MyUni for details once enrolled.
Related Class: Computer Exercise
Class Nbr Section Size Available Dates Days Time Location
10577 CO01 57 10 28 Feb - 28 Feb Monday 9am - 10am Ingkarni Wardli, B23, CAT Suite
14 Mar - 14 Mar Monday 9am - 10am Ingkarni Wardli, B23, CAT Suite
28 Mar - 28 Mar Monday 9am - 10am Ingkarni Wardli, B23, CAT Suite
25 Apr - 25 Apr Monday 9am - 10am Ingkarni Wardli, B23, CAT Suite
9 May - 9 May Monday 9am - 10am Ingkarni Wardli, B23, CAT Suite
23 May - 23 May Monday 9am - 10am Ingkarni Wardli, B23, CAT Suite
Note: This class is only available for face-to-face (on-campus) students.
10589 CO02 50 34 2 Mar - 2 Mar Wednesday 4pm - 5pm MyUni, OL, Online Class
16 Mar - 16 Mar Wednesday 4pm - 5pm MyUni, OL, Online Class
30 Mar - 30 Mar Wednesday 4pm - 5pm MyUni, OL, Online Class
27 Apr - 27 Apr Wednesday 4pm - 5pm MyUni, OL, Online Class
11 May - 11 May Wednesday 4pm - 5pm MyUni, OL, Online Class
25 May - 25 May Wednesday 4pm - 5pm MyUni, OL, Online Class
Note: This class is for offshore / interstate students only. Where this requirement is not met, students risk being removed from this class. Please refer to MyUni for details once enrolled.
Related Class: Tutorial
Class Nbr Section Size Available Dates Days Time Location
10587 TU01 57 9 7 Mar - 7 Mar Monday 9am - 10am Barr Smith South, 1062, Teaching Room
21 Mar - 21 Mar Monday 9am - 10am Barr Smith South, 1062, Teaching Room
4 Apr - 4 Apr Monday 9am - 10am Barr Smith South, 1062, Teaching Room
2 May - 2 May Monday 9am - 10am Barr Smith South, 1062, Teaching Room
16 May - 16 May Monday 9am - 10am Barr Smith South, 1062, Teaching Room
30 May - 30 May Monday 9am - 10am Barr Smith South, 1062, Teaching Room
Note: This class is only available for face-to-face (on-campus) students.
10588 TU02 50 35 9 Mar - 9 Mar Wednesday 4pm - 5pm MyUni, OL, Online Class
23 Mar - 23 Mar Wednesday 4pm - 5pm MyUni, OL, Online Class
6 Apr - 6 Apr Wednesday 4pm - 5pm MyUni, OL, Online Class
4 May - 4 May Wednesday 4pm - 5pm MyUni, OL, Online Class
18 May - 18 May Wednesday 4pm - 5pm MyUni, OL, Online Class
1 Jun - 1 Jun Wednesday 4pm - 5pm MyUni, OL, Online Class
Note: This class is for offshore / interstate students only. Where this requirement is not met, students risk being removed from this class. Please refer to MyUni for details once enrolled.
Automatic Enrolment Class: Lecture
Class Nbr Section Size Available Dates Days Time Location
19403 LEC0 105 42 This class does not have any timetabled face-to-face sessions. Please check MyUni or contact your Course Coordinator for details.