University Course Planner The University of Adelaide Australia

STATS 2107 - Statistical Modelling and Inference II

Career: Undergraduate
Units: 3
Term: Semester 2
Campus: North Terrace
Contact: Up to 4 hours per week
Available for Study Abroad and Exchange: Yes
Available for Non-Award Study: Yes
Pre-Requisite: (MATHS 1004 or MATHS 1012) and (STATS 1000 or STATS 1004 or STATS 1005 or MATHS 2201 or MATHS 2107)
Assumed Knowledge: MATHS 2103. Familiarity with a programming language; R would be most beneficial.
Assessment: Ongoing assessment, exam
Syllabus:

Course Content: Statistical methods underpin disciplines which draw inference from data and this includes just about everything: for example, the sciences, humanities, technology, education, engineering, government, industry and medicine. Analysis of the complex problems arising in practice requires an understanding of fundamental statistical principles together with knowledge of how to use suitable modelling techniques. Computing using high-level software is also an essential element of modern statistical practice. This course provides you with these skills by giving an introduction to the principles of statistical inference and linear statistical models using the freely available statistical package R. Topics covered are: point estimates, unbiasedness, mean-squared error, confidence intervals, tests of hypotheses, power calculations, derivation of one and two-sample procedures: simple linear regression, regression diagnostics, and prediction: linear models, analysis of variance (ANOVA), multiple linear regression, factorial experiments, analysis of covariance models including parallel and separate regressions, and model building; maximum likelihood methods for estimation and testing, and goodness-of-fit tests.

Course Fees

To display course fees, please select your status and program below:

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
          
  


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 2 Mon 08/08/2022 Wed 17/08/2022 Fri 16/09/2022 Fri 28/10/2022


Class Details

Enrolment Class: Workshop
Class Nbr Section Size Available Dates Days Time Location
20576 WR01 121 6 27 Jul - 14 Sep Wednesday 1pm - 2pm Helen Mayo Sth, SG20, Teaching Room
5 Oct - 26 Oct Wednesday 1pm - 2pm Helen Mayo Sth, SG20, 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
21458 CO03 47 26 29 Jul - 29 Jul Friday 2pm - 3pm MyUni, OL, Online Class
12 Aug - 12 Aug Friday 2pm - 3pm MyUni, OL, Online Class
26 Aug - 26 Aug Friday 2pm - 3pm MyUni, OL, Online Class
9 Sep - 9 Sep Friday 2pm - 3pm MyUni, OL, Online Class
7 Oct - 7 Oct Friday 2pm - 3pm MyUni, OL, Online Class
21 Oct - 21 Oct Friday 2pm - 3pm MyUni, OL, Online Class
Note: This class is for offshore/interstate students only. Please refer to MyUni for details once enrolled.
21459 CO02 51 2 29 Jul - 29 Jul Friday 10am - 11am Ingkarni Wardli, 234, CAT Suite
12 Aug - 12 Aug Friday 10am - 11am Ingkarni Wardli, 234, CAT Suite
26 Aug - 26 Aug Friday 10am - 11am Ingkarni Wardli, 234, CAT Suite
9 Sep - 9 Sep Friday 10am - 11am Ingkarni Wardli, 234, CAT Suite
7 Oct - 7 Oct Friday 10am - 11am Ingkarni Wardli, 234, CAT Suite
21 Oct - 21 Oct Friday 10am - 11am Ingkarni Wardli, 234, CAT Suite
Note: This class is only available for face-to-face (on-campus) students.
21460 CO01 50 5 26 Jul - 26 Jul Tuesday 4pm - 5pm Engineering & Mathematics, EMG13, Computer Suite
9 Aug - 9 Aug Tuesday 4pm - 5pm Engineering & Mathematics, EMG13, Computer Suite
23 Aug - 23 Aug Tuesday 4pm - 5pm Engineering & Mathematics, EMG13, Computer Suite
6 Sep - 6 Sep Tuesday 4pm - 5pm Engineering & Mathematics, EMG13, Computer Suite
4 Oct - 4 Oct Tuesday 4pm - 5pm Engineering & Mathematics, EMG13, Computer Suite
18 Oct - 18 Oct Tuesday 4pm - 5pm Engineering & Mathematics, EMG13, Computer Suite
Note: This class is only available for face-to-face (on-campus) students.
Related Class: Tutorial
Class Nbr Section Size Available Dates Days Time Location
21463 TU03 47 25 5 Aug - 5 Aug Friday 2pm - 3pm MyUni, OL, Online Class
19 Aug - 19 Aug Friday 2pm - 3pm MyUni, OL, Online Class
2 Sep - 2 Sep Friday 2pm - 3pm MyUni, OL, Online Class
16 Sep - 16 Sep Friday 2pm - 3pm MyUni, OL, Online Class
14 Oct - 14 Oct Friday 2pm - 3pm MyUni, OL, Online Class
28 Oct - 28 Oct Friday 2pm - 3pm MyUni, OL, Online Class
Note: This class is for offshore/interstate students only. Please refer to MyUni for details once enrolled.
21464 TU02 51 3 5 Aug - 5 Aug Friday 10am - 11am Horace Lamb, 422, Teaching Room
19 Aug - 19 Aug Friday 10am - 11am Horace Lamb, 422, Teaching Room
2 Sep - 2 Sep Friday 10am - 11am Horace Lamb, 422, Teaching Room
16 Sep - 16 Sep Friday 10am - 11am Horace Lamb, 422, Teaching Room
14 Oct - 14 Oct Friday 10am - 11am Horace Lamb, 422, Teaching Room
28 Oct - 28 Oct Friday 10am - 11am Horace Lamb, 422, Teaching Room
Note: This class is only available for face-to-face (on-campus) students.
21465 TU01 50 5 2 Aug - 2 Aug Tuesday 4pm - 5pm Barr Smith South, 2032, Teaching Room
16 Aug - 16 Aug Tuesday 4pm - 5pm Barr Smith South, 2032, Teaching Room
30 Aug - 30 Aug Tuesday 4pm - 5pm Barr Smith South, 2032, Teaching Room
13 Sep - 13 Sep Tuesday 4pm - 5pm Barr Smith South, 2032, Teaching Room
11 Oct - 11 Oct Tuesday 4pm - 5pm Barr Smith South, 2032, Teaching Room
25 Oct - 25 Oct Tuesday 4pm - 5pm Barr Smith South, 2032, Teaching Room
Note: This class is only available for face-to-face (on-campus) students.
Automatic Enrolment Class: Lecture
Class Nbr Section Size Available Dates Days Time Location
29023 LEC0 121 6 This class does not have any timetabled face-to-face sessions. Please check MyUni or contact your Course Coordinator for details.