STATS 2107 - Statistical Modelling and Inference II
Career: | Undergraduate |
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Units: | 3 |
Term: | 4020 |
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: | (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: |
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, including maximum likelihood methods for estimation and testing. |
Course Fees
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.
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.
EFTSL | |||
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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 |
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4020 | Mon 10/08/2020 | Wed 19/08/2020 | Fri 30/10/2020 | Not Available |
Class Details
Enrolment Class: Lecture | |||||||
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Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
23709 | LE01 | 95 | 8 | 27 Jul - 14 Sep | Monday | 10am - 11am | MyUni, OL, Online Class |
28 Jul - 15 Sep | Tuesday | 3pm - 4pm | MyUni, OL, Online Class | ||||
30 Jul - 17 Sep | Thursday | 3pm - 4pm | MyUni, OL, Online Class | ||||
5 Oct - 26 Oct | Monday | 10am - 11am | MyUni, OL, Online Class | ||||
6 Oct - 27 Oct | Tuesday | 3pm - 4pm | MyUni, OL, Online Class | ||||
8 Oct - 29 Oct | Thursday | 3pm - 4pm | MyUni, OL, Online Class | ||||
Related Class: Tutorial | |||||||
Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
22763 | TU02 | 30 | 8 | 5 Aug - 5 Aug | Wednesday | 3pm - 4pm | Barr Smith South, 2051, Teaching Room |
19 Aug - 19 Aug | Wednesday | 3pm - 4pm | Barr Smith South, 2051, Teaching Room | ||||
2 Sep - 2 Sep | Wednesday | 3pm - 4pm | Barr Smith South, 2051, Teaching Room | ||||
16 Sep - 16 Sep | Wednesday | 3pm - 4pm | Barr Smith South, 2051, Teaching Room | ||||
14 Oct - 14 Oct | Wednesday | 3pm - 4pm | Barr Smith South, 2051, Teaching Room | ||||
28 Oct - 28 Oct | Wednesday | 3pm - 4pm | Barr Smith South, 2051, Teaching Room | ||||
23711 | TU01 | 45 | 2 | 4 Aug - 4 Aug | Tuesday | 11am - 12pm | Barr Smith South, 2032, Teaching Room |
18 Aug - 18 Aug | Tuesday | 11am - 12pm | Barr Smith South, 2032, Teaching Room | ||||
1 Sep - 1 Sep | Tuesday | 11am - 12pm | Barr Smith South, 2032, Teaching Room | ||||
15 Sep - 15 Sep | Tuesday | 11am - 12pm | Barr Smith South, 2032, Teaching Room | ||||
13 Oct - 13 Oct | Tuesday | 11am - 12pm | Barr Smith South, 2032, Teaching Room | ||||
27 Oct - 27 Oct | Tuesday | 11am - 12pm | Barr Smith South, 2032, Teaching Room | ||||
24540 | TU03 | 25 | 3 | 6 Aug - 6 Aug | Thursday | 2pm - 3pm | MyUni, OL, Online Class |
20 Aug - 20 Aug | Thursday | 2pm - 3pm | MyUni, OL, Online Class | ||||
3 Sep - 3 Sep | Thursday | 2pm - 3pm | MyUni, OL, Online Class | ||||
17 Sep - 17 Sep | Thursday | 2pm - 3pm | MyUni, OL, Online Class | ||||
15 Oct - 15 Oct | Thursday | 2pm - 3pm | MyUni, OL, Online Class | ||||
29 Oct - 29 Oct | Thursday | 2pm - 3pm | MyUni, OL, Online Class | ||||
Related Class: Practical | |||||||
Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
23710 | PR01 | 45 | 2 | 28 Jul - 28 Jul | Tuesday | 1pm - 2pm | Engineering & Mathematics, EMG13, Computer Suite |
11 Aug - 11 Aug | Tuesday | 1pm - 2pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
25 Aug - 25 Aug | Tuesday | 1pm - 2pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
8 Sep - 8 Sep | Tuesday | 1pm - 2pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
6 Oct - 6 Oct | Tuesday | 1pm - 2pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
20 Oct - 20 Oct | Tuesday | 1pm - 2pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
24538 | PR03 | 40 | 17 | 31 Jul - 31 Jul | Friday | 1pm - 2pm | Engineering & Mathematics, EMG13, Computer Suite |
14 Aug - 14 Aug | Friday | 1pm - 2pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
28 Aug - 28 Aug | Friday | 1pm - 2pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
11 Sep - 11 Sep | Friday | 1pm - 2pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
9 Oct - 9 Oct | Friday | 1pm - 2pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
23 Oct - 23 Oct | Friday | 1pm - 2pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
25267 | PR02 | 30 | 9 | 29 Jul - 29 Jul | Wednesday | 5pm - 6pm | MyUni, OL, Online Class |
12 Aug - 12 Aug | Wednesday | 5pm - 6pm | MyUni, OL, Online Class | ||||
26 Aug - 26 Aug | Wednesday | 5pm - 6pm | MyUni, OL, Online Class | ||||
9 Sep - 9 Sep | Wednesday | 5pm - 6pm | MyUni, OL, Online Class | ||||
7 Oct - 7 Oct | Wednesday | 5pm - 6pm | MyUni, OL, Online Class | ||||
21 Oct - 21 Oct | Wednesday | 5pm - 6pm | MyUni, OL, Online Class |