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July 2018
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Statistical Analysis and Modelling 1

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Description

This is a first course in Statistics for mathematically inclined students. It will address the key principles underlying commonly used statistical methods such as confidence intervals, hypothesis tests, inference for means and proportions, and linear regression. It will develop a deeper mathematical understanding of these ideas, many of which will be familiar from studies in secondary school. The application of basic and more advanced statistical methods will be illustrated on a range of problems from areas such as medicine, science, technology, government, commerce and manufacturing. The use of the statistical package SPSS will be developed through a sequence of computer practicals.


Objective


Content

Topics covered will include: basic probability and random variables, fundamental distributions, inference for means and proportions, comparison of independent and paired samples, simple linear regression, diagnostics and model checking, multiple linear regression, simple factorial models, models with factors and continuous predictors.

 
YearSemesterLevelUnits
2013213
Simon Tuke
Lecturer for this course

Graduate attributes


Linkage future

This course is not recorded as prequisite for other courses.


Recommended text

Moore, McCabe, and Craig: Introduction to the Practice of Statistics, 6th Edition