ST102 Elementary Statistical Theory Notes | Assignment Help | Syllabus
Country: United Kingdom
University: The London School Of Economics And Political Science
This course is required for the BSc in Actuarial Science, BSc in Business Mathematics and Statistics, BSc in Econometrics and Mathematical Economics, BSc in Economics, BSc in Finance, BSc in Financial Mathematics and Statistics, BSc in Mathematics and Economics, BSc in Mathematics and Economics, BSc in Mathematics with Economics, and BSc in Mathematics, Statistics, and Business. The BSc in Accounting and Finance, BSc in Philosophy and Economics, and BSc in Philosophy, Politics, and Economics all offer this subject. Students on different programs and General Course students may take this course as an outside option if rules allow.
ST107 Quantitative Methods (Statistics) and ST108 Statistical Methods for the Social Sciences are not compatible with this course.
Mathematics at A-level.
There is no presumption of prior statistical expertise.
Content of the course
The course covers basic probability theory, statistical concepts, methods, and procedures in a clear and accurate manner. The following topics are covered: data visualization and descriptive statistics, probability theory, random variables, common distributions of random variables, multivariate random variables, sampling distributions of statistics, point estimation, interval estimation, hypothesis testing, analysis of variance (ANOVA), linear regression, nonparametric tests, goodness-of-fit and independence tests, point estimation, interval estimation, hypothesis testing, analysis of variance (ANOVA), linear regression, nonparametric tests, goodness-of-fit and independence tests.
This course will be given throughout the period of Michaelmas and Lent Term in a mix of courses, lectures, and workshops totaling at least 90 hours. This year, a mix of virtual courses and flipped-lectures/workshops presented as short online videos may be used to offer part or all of this instruction. There are no reading weeks in this course.
Coursework that is intended to be formative
Weekly exercises will be assigned, and students will be required to submit their answers to their class instructor for evaluation each week.
Readings that are suggestive
All course materials, including lecture notes, are accessible via Moodle, although this may be augmented with extra background reading. The following is a suggested additional text:
R.J. Larsen and M.L. Marx, Fifth Edition of Introduction to Mathematical Statistics and Its Applications, Pearson, 2013. (earlier editions are also fine).
In the summer test period, there will be a 75 percent exam (duration: 3 hours).
In the January exam period, there is a 25% test (duration: 1 hour, reading time: 10 minutes).
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