杏吧论坛

The teacher will be announced at the start of the course.

This course is compulsory on the Master of Public Policy. This course is not available as an outside option.

An introduction to basic mathematical and statistical concepts for use in MPP courses in economics and quantitative methods. The course is designed to give students of all abilities a general introduction to the principles and reasoning underlying quantitative methods for public policy analysis. It explores how quantitative methods and analysis are used in public policy analysis, and gives students a grounding in some fundamental concepts and applications across maths and statistics. This is a four-day course covering in particular:

- Statistics: Correlation and causality in social sciences, descriptive statistics and visualisation, discrete and continuous random variables, basic probability, expectation and variance, the Normal distribution, covariance and conditioning, sampling and the Central Limit Theorem, estimation and confidence intervals, and introduction to hypothesis testing.

- Mathematics: Maths basics & notation, linear functions, quadratic, logarithmic and exponential functions, data visualisation, graphing, logs and exponential, derivative of a function and rules of differentiation, unconstrained optimization with one variable,  unconstrained optimization with several variables, concavity and convexity.

Exact hours of teaching will be confirmed when the programme Welcome schedules are prepared. 

In previous years, this has been approximately: 7 hours of lectures and 10.5 hours of seminars in week 0

There will be some informal opportunity to assess progress during this introductory (pre-sessional) course but the nature of this course means that there is no formal formative work.

Notes covering the course material will be made available at the beginning of the course.

For a basic and accessible introduction to quantitative methods for public policy, students are encouraged to read Charles Whelan's 'Naked Statistics' prior to the start of the course.

Students may refer to other introductory books for further background reading. For the statistics part, please see Newbold, Carlson and Thorne 'Statistics for Business and Economics' (6th edition), or Wonnacott and Wonnacott 'Introductory Statistics for Business and Economics' (4th edition). For the maths part, please see Ian Jacques' 'Mathematics for Economics and Business' (5th edition), or Wisniewski's 'Introductory Mathematical Methods in Economics' (2nd edition). It is not necessary to purchase these books however for this course.

There is no formal assessment attached to this course.