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The University of Southampton
Courses

STAT6106 Small Area Estimation

Module Overview

The aim is to provide you with an overview and a broad understanding of methods of small area estimation, their motivation and applications.

Aims and Objectives

Learning Outcomes

Learning Outcomes

Having successfully completed this module you will be able to:

  • Be familiar with commonly used methods for small area estimation
  • Be able to understand the uses and limitations of different methods
  • Be able to understand the circumstances in which they are applicable
  • Be able to understand how the results of different methods should be interpreted
  • Be able to read and understand the official statistics literature on small area estimation

Syllabus

Motivation for small area estimation. Data sources and auxiliary information. The module is divided into two parts: - Design-based methods for domain estimation and their limitations - Model-based methods - simple synthetic estimation - nested error regression models for continuous variables - area-level regression models for continuous variables - methods for discrete variables - methods making use of time series information

Learning and Teaching

Teaching and learning methods

Lectures with integrated exercises and revisions to enhance understanding of the various methods. Computing lab to compare applications of the various methods.

TypeHours
Independent Study76
Teaching24
Total study time100

Resources & Reading list

Rao, J.N.K. (2003). Small Area Estimation. 

Assessment

Summative

MethodPercentage contribution
Examination  (2 hours) 100%

Referral

MethodPercentage contribution
Examination  (2 hours) 100%

Linked modules

Prerequisites: STAT6093 and STAT6095

Costs

Costs associated with this module

Students are responsible for meeting the cost of essential textbooks, and of producing such essays, assignments, laboratory reports and dissertations as are required to fulfil the academic requirements for each programme of study.

In addition to this, students registered for this module typically also have to pay for:

Books and Stationery equipment

Recommended texts for this module may be available in limited supply in the University Library and students may wish to purchase reading texts as appropriate.

Please also ensure you read the section on additional costs in the University’s Fees, Charges and Expenses Regulations in the University Calendar available at www.calendar.soton.ac.uk.

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