Skip to main content
Home

Information for:

  • Alumni
  • Applicants
  • Current Students
  • Staff
  • Parents
  • Job Vacancies
  • Covid-19
  • Cymraeg
My country:

Main Menu

    • Study Options
      • Study Home
      • Why Study at Bangor?
      • Undergraduate Study
      • Postgraduate Taught Study
      • Postgraduate Research
      • Part-time Courses
      • January Start Courses
      • Degree Apprenticeships
      • Study Abroad
      • Work Experience
    • Study Advice
      • Apply
      • Already Applied?
      • Fees and Finances
      • Scholarships and Bursaries
      • Get Ready for University
    • Explore Bangor
      • Open Days and Visits
      • Virtual Student Experience

    Find a Course

    Order a Prospectus

    • Student Life
      • Student Life Home
      • Bangor and the Area
      • Social Life and Entertainment
      • Accommodation
      • Clubs and Societies
      • Sport
      • Virtual Student Experience
    • Your Experience at Bangor
      • Student Support
      • Skills and Employability
      • Study or Work Abroad
      • Fees and Finances

    Student Profiles

    Student Videos and Vlogs

    • Choose Bangor
      • International Home
      • Why Bangor?
      • Location
      • Accommodation
      • Student Support
      • Contact Us
    • Apply
      • Entry Requirements
      • Tuition Fees and Scholarships
      • How to Apply
      • Already Applied
      • Study Abroad
      • Exchanges

    Country Specific Information

    Join us on a Virtual Open Day

    Bangor University International College

    Covid-19 Information

    • Research
      • Research Home
      • About Our Research
      • Research in our Academic Schools
      • Research Institutes and Centres
      • Research Portal
      • Research, Innovation and Impact Office (RIIO)
      • Energy
      • Research News
    • Postgraduate Research Opportunities
      • Postgraduate Research
      • Doctoral School
    • Events and Training Opportunities
      • Researcher Development
    • The University
      • About Us
      • Our Mission
      • Strategy 2030
      • Annual Review
      • Our Location
      • Academic Schools and Colleges
      • Services and Facilities
      • Vice Chancellor’s Office
      • Working with Business
      • Working with the Community
      • Sustainability
      • Health and Wellbeing
      • Contact Us
    • Working for Us
      • Job Vacancies
    • University Management and Governance
      • Policies and Procedures
      • Slavery and Human Trafficking Statement
      • Management and Governance
    • University and the Community
      • Pontio
      • Sports Facilities
      • Conference Facilities
      • Places to Eat and Drink
      • Public Events
      • Widening Access
      • Services to Schools
    • Business Services
      • Business Services Home
    • Collaboration Hub
      • Collaboration Hub
      • Funding for Collaborative Research and Development (R&D) & Innovation
      • Business Facilities and Networks
      • Consultancy, Specialist Expertise and Knowledge
      • Commercialisation and Intellectual Property (IP)
      • Student Placements and Internships in Business & Enterprise
      • Training and Continuing Professional Development
      • Degree Apprenticeships
    • Conferencing and Business Dining
      • Conferencing Facilities
      • Business Dining
    • Contacts
      • Research, Innovation and Impact Office (RIIO)
      • Get In Touch
    • News
      • Current News
      • Research News
      • Student News
    • Events
      • Events

    • Study Options
      • Study Home
      • Why Study at Bangor?
      • Undergraduate Study
      • Postgraduate Taught Study
      • Postgraduate Research
      • Part-time Courses
      • January Start Courses
      • Degree Apprenticeships
      • Study Abroad
      • Work Experience
    • Study Advice
      • Apply
      • Already Applied?
      • Fees and Finances
      • Scholarships and Bursaries
      • Get Ready for University
    • Explore Bangor
      • Virtual Open Days and Visits
      • Virtual Student Experience

    Find a Course

    Order a Prospectus

    • Student Life
      • Student Life Home
      • Bangor and the Area
      • Social Life and Entertainment
      • Accommodation
      • Clubs and Societies
      • Sport
      • Virtual Student Experience
    • Your Experience at Bangor
      • Student Support
      • Skills and Employability
      • Study or Work Abroad
      • Fees and Finances

    Student Profiles

    Student Videos and Vlogs

    • Choose Bangor
      • International Home
      • Why Bangor?
      • Location
      • Student Support
      • Contact Us
    • Apply
      • Entry Requirements
      • Tuition Fees and Scholarships
      • How to Apply
      • Already Applied
      • Study Abroad
      • Exchanges

    Country Specific Information

    Join us on a Virtual Open Day

    Bangor University International College

    Covid-19 Information

    • Research
      • Research Home
      • About Our Research
      • Research in our Academic Schools
      • Research Institutes and Centres
      • Research Portal
      • Research, Innovation and Impact Office (RIIO)
      • Energy
      • Research News
    • Postgraduate Research Opportunities
      • Postgraduate Research
      • Doctoral School
    • Events and Training Opportunities
      • Researcher Development
    • The University
      • About Us
      • Our Mission
      • Strategy 2030
      • Annual Review
      • Our Location
      • Academic Schools and Colleges
      • Services and Facilities
      • Vice Chancellor’s Office
      • Working with Business
      • Working with the Community
      • Sustainability
      • Health and Wellbeing
      • Contact Us
    • Working for Us
      • Job Vacancies
    • University Management and Governance
      • Policies and Procedures
      • Slavery and Human Trafficking Statement
      • Management and Governance
    • University and the Community
      • Pontio
      • Sports Facilities
      • Conference Facilities
      • Places to Eat and Drink
      • Public Events
      • Widening Access
      • Services to Schools
    • Business Services
      • Business Services Home
    • Collaboration Hub
      • Collaboration Hub
      • Funding for Collaborative Research and Development (R&D) & Innovation
      • Business Facilities and Networks
      • Consultancy, Specialist Expertise and Knowledge
      • Commercialisation and Intellectual Property (IP)
      • Student Placements and Internships in Business & Enterprise
      • Training and Continuing Professional Development
      • Degree Apprenticeships
    • Conferencing and Business Dining
      • Conferencing Facilities
      • Business Dining
    • Contacts
      • Research, Innovation and Impact Office (RIIO)
      • Get In Touch
    • News
      • Current News
      • Research News
      • Student News
    • Events
      • Events

Information for:

  • Alumni
  • Applicants
  • Current Students
  • Staff
  • Parents
  • Job Vacancies
  • Covid-19
My country:

Search

Close

Breadcrumb

  • Cymraeg

Share this page:
  • Twitter
  • Facebook
  • LinkedIn

Join us on a Virtual Open Day

Book Now

Order a Prospectus

Order Now

Chat to our staff and students

Connect through Unibuddy

Module ASB-4416:
Credit Risk Analytics & Programming

Module Facts

Run by Bangor Business School

15.000 Credits or 7.500 ECTS Credits

Semester 1

Organiser: Dr Edward Jones

Overall aims and purpose

Credit risk analytics is one of the most successful uses of statistical modelling within financial institutions but its success isn’t only concerned with data and models; it requires a thorough understanding of business cycles and debt patterns, regulatory requirements, and the integration of quantitative techniques into the strategic management process.

The module examines the theory and practice of credit risk analytics and decision science in financial institutions. Topics include: the Merton default model, philosophy of risk analytics and scoring, default and losses calculations, validation, capital (both economic and regulatory) calculations, and credit portfolio management. Particular emphasis will be placed on topical areas within quantitative methods and regulatory requirements. The module will make extensive use of Excel and students will use trading software to gain practical experience of the methods discussed.

Course content

Monte Carlo, Bootstrapping, The Merton model (incl. structural default models), Scoring models, Loss Given Default (LGD) modelling, Default correlations, Credit portfolio risk, Validation of PD models, Bank capital calculations/Risk Weighted Assets.

Assessment Criteria

threshold

C- to C+ Demonstration of the required knowledge and techniques but with significant mistakes and little development of the subject beyond lecture material.

good

B- to B+ Clear understanding of the subject, together with evidence of investigation and understanding of theoretical and application, but with some minor errors.

excellent

A- to A* Excellent grasp of the concepts and techniques together with significant evidence of engagement and understanding of the theory and application in this area.

Learning outcomes

  1. Critically evaluate the role of risk analytics within financial institutions, and its integration in the credit assessment process and strategic decision making

  2. Develop and evaluate the performance of a credit risk quantitative models

  3. Comprehend and critically analyse the role of probability of default, loss given default, and exposure at default in bank capital calculations and regulatory requirements

  4. Develop skills to implement and evaluate learning outcomes in Excel

  5. Demonstrate a broad and in-depth understanding of the role of risk analytics in meeting regulatory requirements and policies

  6. Perform a detailed assessment of the different aspects of risk-based pricing and profit maximisation

Assessment Methods

Type Name Description Weight
Assignment 25.00
Final Examination 75.00

Teaching and Learning Strategy

Hours

Transferable skills

  • Literacy - Proficiency in reading and writing through a variety of media
  • Numeracy - Proficiency in using numbers at appropriate levels of accuracy
  • Computer Literacy - Proficiency in using a varied range of computer software
  • Self-Management - Able to work unsupervised in an efficient, punctual and structured manner. To examine the outcomes of tasks and events, and judge levels of quality and importance
  • Exploring - Able to investigate, research and consider alternatives
  • Information retrieval - Able to access different and multiple sources of information
  • Inter-personal - Able to question, actively listen, examine given answers and interact sentistevely with others
  • Critical analysis & Problem Solving - Able to deconstruct and analyse problems or complex situations. To find solutions to problems through analyses and exploration of all possibilities using appropriate methods, rescources and creativity.
  • Presentation - Able to clearly present information and explanations to an audience. Through the written or oral mode of communication accurately and concisely.
  • Teamwork - Able to constructively cooperate with others on a common task, and/or be part of a day-to-day working team
  • Argument - Able to put forward, debate and justify an opinion or a course of action, with an individual or in a wider group setting
  • Self-awareness & Reflectivity - Having an awareness of your own strengths, weaknesses, aims and objectives. Able to regularly review, evaluate and reflect upon the performance of yourself and others

Resources

Resource implications for students

None.

Reading list

Resti, A. and Sironi, A. (2007) Risk management and shareholders’ value in banking. Wiley.

Courses including this module

Compulsory in courses:

  • N3AX: MSc Banking and Finance year 1 (MSC/BANKFIN)
  • N3CS: MSc Banking and Finance (with Incorporated Pre-Masters) year 1 (MSC/BKFIN1)
  • N3CT: MSc Finance (with Incorporated Pre-Masters) year 1 (MSC/FIN1)
  • N3CM: MSc Finance (10 month) year 1 (MSC/FIN10)
  • N3AJ: MSc Finance year 1 (MSC/FINANCE)
  • N3CR: MSc Investment Management (10 month) year 1 (MSC/IMGT10)

Optional in courses:

  • N4AK: MSc Accounting and Banking year 1 (MSC/ACB)
  • N4AN: MSc Accounting and Banking (with Incorporated Pre-Masters) year 1 (MSC/ACB1)
  • N3CC: MSc Investment Management year 1 (MSC/IMGT)
  • N3CX: MSc Investment Management (with Incorporated Pre-Masters) year 1 (MSC/IMGT1)

Home

Study

  • Undergraduate Study
Home

Follow Us

  • Twitter
  • Facebook
  • Instagram
  • Youtube
  • LinkedIn

Bangor University

Bangor, Gwynedd, LL57 2DG, UK

+44 (0)1248 351151

Contact Us

Visit Us

Maps & Directions

Policy

  • Legal Compliance
  • Modern Slavery Act 2015 Statement
  • Accessibility Statement
  • Privacy and Cookies
  • Welsh Language Policy
Map

Bangor University is a Registered Charity: No. 1141565

© 2020 Bangor University