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STAT6107

Statistics for the Sciences

10 Units 6000 Level Course

Available in 2012

Callaghan CampusSemester 1, Semester 2

Previously offered in 2013, 2011, 2010, 2009, 2008

How do we use data to make informed scientific decisions? This course introduces students to statistical thinking, data collection, data presentation and statistical analysis. Examples from a range of science related disciplines are used to illustrate the key concepts.

Although the emphasis is on applied data analysis rather than statistical theory, the course also provides an appropriate introduction for those students who intend to study statistics at a more detailed level.

Objectives
On successful completion of this course, students will be able to:

1. appreciate the role of statistics in developing scientific knowledge
2. relate probability and sampling concepts to statistical analysis of data
3. apply basic principles of experimental design when collecting data
4. analyse data using common statistical software and interpret results to solve science related problems.
Content
. Introduction & overview of statistics in the sciences
. Understanding variation and describing univariate data
. Understanding bivariate relationships
. Collecting data - surveys and experiments
. Probability concepts
. Statistical inference - hypothesis tests and confidence intervals
. Simple bivariate statistical models including regression and ANOVA.
Replacing Course(s)
n/a
Transition
n/a
Industrial Experience
0
Assumed Knowledge
Arithmetic and algebra up to and including logarithmic and exponential functions. Knowledge of calculus and matrices is not required.
Modes of Delivery
Distance Learning : IT Based
Internal Mode
Teaching Methods
Lecture
Computer Lab
Assessment Items
Essays / Written Assignments
Examination: Formal
Projects
Group
Quiz - Class
Contact Hours
Computer Lab: for 2 hour(s) per Week for Full Term
Lecture: for 2 hour(s) per Week for Full Term

Timetables