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    > Certificate in Quantitative FinanceJanuary 2005

    The demand for education in quantitative financehas never been greater. However, the ability tosupply a high-quality programme to satisfy thatdemand is as limited as ever. In putting togetherthis Certificate, we have focused on finding themost experienced lecturers, and the most relevantand up-to-date content. This is then provided in themost convenient and accessible manner.

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    Welcome to the CQF

    The demand for education in quantitative finance has never beengreater. However, the ability to supply a high-quality programmeto satisfy that demand is as limited as ever. In putting together thisCertificate we have focused on finding the most experienced

    lecturers and the most relevant and up-to-date content. This isthen provided in the most convenient and accessible manner.

    Lecturing on the Certificate we have experienced traders, hedgefund managers, researchers and programmers. Each person is atthe top of their field. Many of our lecturers have written the textbooks that define the subject of quantitative finance. Thanks tothese lecturers, the course content is both cutting edge andpractical. And since our lecturers are also active researchers youwill find out about the advantages and pitfalls of models andalgorithms.

    I look forward to seeing you as a participant on our Certificateprogramme. If you have any questions, please email me,[email protected].

    Paul Wilmott Course Director

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    Why Choose the CQF? 04

    Lecturer Biographies 05

    Course Syllabus 06

    Who Should Attend? 08

    Case Study Profiles 10

    CQF Interview 12

    Course Format 14

    Distance Learning 14

    Additional Modules 16

    Examination Assessment 18

    PRMIA Exemptions 19

    Certificate Enrolment Details 20

    Lecture Timetable 21

    Contents

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    Why Choose the CQF?Course Developers

    The Certificate in Quantitative Finance (CQF) has been designed by Dr Paul Wilmott,one of the most experienced and respected trainers in quantitative finance. He has

    lectured extensively in both academia and to the banking community and has also

    founded a successful university degree course. His association with both the

    theoretical aspects of quantitative finance and the real-world application makes

    him uniquely able to design and deliver a structured course that meets the needs

    of the modern quantitative analyst. His emphasis in the education of practitioners

    is making entry into this subject, and progress, as painless as possible. He firmly

    believes that the subject can be understood by anyone with a modest background

    in mathematics.

    The CQF has been designed with the busy, career-minded, goal-orientated,

    practitioner in mind. Twenty-four straight-to-the-point formal evening lectures and

    other more informal workshops deliver the necessary knowledge base and skillsneeded to succeed in this fast-paced working environment.

    In a complex financial world, a detailed understanding of the application of

    quantitative techniques is essential. The CQF provides an in-depth coverage of

    practical quantitative methods important in todays financial markets.

    Paul Wilmott

    Dr Paul Wilmott is internationally renowned

    as a leading expert on quantitative finance.

    His research work is extensive, with over 100

    articles in leading mathematical and finance

    journals, as well as several internationally

    acclaimed books on mathematical modelling

    and derivatives, including the best-selling

    Derivatives and Paul Wilmott on Quantitative

    Finance, both published by John Wiley & Sons.

    Paul has extensive consulting experience in

    quantitative finance with leading US and

    European financial institutions. He has founded

    a financial training company and a university

    degree course. Paul has lectured at all levels, to

    students and to practitioners. He is a Partner in

    the New York-based statistical arbitrage hedge

    fund Caissa Capital.

    "The CQF has been challenging and

    rewarding. The standard of lecturing has

    been exceptional, with a focus on the key

    theoretical concepts in quantitative finance

    and their implementation in software"Dr Warren Mellor CQF Delegate

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    Espen Haug

    Espen Gaarder Haug is a leading expert on

    derivatives theory and its practical implications.

    Haug is currently working as a proprietary

    derivatives trader for J.P. Morgan New York.

    Prior to joining J.P. Morgan he worked for

    several years as a senior option trader for Paloma

    Partners and Amaranth Advisors, a market-

    neutral hedge fund based in USA. He has

    developed systems and tools for options and

    interest rate derivatives for the Chase Manhattan

    Bank Derivatives Research and Trading Group

    (Europe), and has also worked for several years

    in Den Norske Bank. Further, he has published

    numerous articles on options and riskmanagement in academic journals and industry

    journals. His book The Complete Guide to

    Option Pricing Formulas has become a standard

    reference among Wall Street professionals.

    Peter Jckel

    Dr Peter Jckel received his DPhil from Oxford

    University in 1995. In 1997, he moved into

    quantitative analysis and financial modelling when

    he joined Nikko Securities. Following that he

    worked as a quantitative analyst in the Quantitative

    Research Centre of the enlarged Royal Bank of

    Scotland Group where his primary responsibilities

    were independent model validation and

    derivatives modelling research. Peter is now the

    Global Co-Head of Financial Engineering at

    Commerzbank Securities. His present role involves

    the mathematical analysis of equity, credit, and

    interest rate derivatives, the design of numerical

    methods for pricing and risk calculations, and

    many other aspects of financial engineering such

    as fundamental research into new modelling

    approaches and related mathematical issues. Peter

    is the author ofMonte Carlo Methods in Finance,

    published by John Wiley & Sons.

    Lecturer BiographiesMike Staunton

    Dr Mike Staunton is a visiting lecturer in

    Numerical Methods at City University Business

    School in London. He has taught spreadsheet

    modelling to executives and graduate students

    since 1985, including for many years an annual

    programme on Equity Portfolio Management in

    Geneva. He is the co-author, along with Mary

    Jackson, ofAdvanced Modelling in Finance

    using Excel and VBA, published by John Wiley in

    2001. He is also Director of the London Share

    Price Database at London Business School and,

    together with Elroy Dimson and Paul Marsh, has

    written Triumph of the Optimists: 101 Years of

    Global Investment Returns, published by

    Princeton University Press in 2002.

    Nick Mayor

    Nick Mayor is manager for the Lansdowne

    Partners UK Equity Fund. The fund is the largest

    UK-only hedge fund portfolio, and the first to

    surpass the milestone of $1bn of net assets. Prior

    to joining Lansdowne Partners, Nick worked as a

    senior economic consultant with London

    Economics. He has over five years experience in

    the financial industry, previously working in

    retail, internet, pharmaceutical and telecoms

    equity research with ABN AMRO. He has anMPhil in Economics and a BA in Philosophy,

    Politics and Economics, both from Oxford

    University, and has published several key papers

    within the domain of equity valuation.

    David Epstein

    David Epstein is a marketer/structurer for the

    Risk Solutions team at Credit Agricole Indosuez

    (CAI), providing structured solutions for

    corporates and financial institutions. Prior to

    joining CAI, David worked as a Quantitative

    Analyst at Credit Agricole Lazard Financial

    Products (CAL FP) Bank, developing models and

    pricing tools for structured finance, equity and

    fund-of-funds derivatives. He is a visiting

    research fellow at the Oxford Centre for

    Industrial and Applied Mathematics (OCIAM),

    Oxford University and holds a DPhil in applied

    mathematics from Oxford University, where he

    specialised in the application of uncertain

    parameter theory to financial modelling.

    Elie Ayache

    Elie Ayache graduated from Ecole Polytechnique

    in 1987. He then held a position at Banque

    Indosuez in Paris as one among the first option

    traders on the floor of MATIF. In 1990, Elie, co-

    founded Transoptions Finance, a subsidiary of

    Credit Agricole, which specialised in option

    market making. He personally stood on the floor

    of LIFFE, in the Bund option pit, until 1995. From

    1996 to 1998, Elie headed the R&D of Dexia

    Asset Management in Paris, where he developedderivatives pricing models. In 1998, Elie created

    ITO33, a software company specialising in

    mathematical models and numerical solutions for

    derivative instruments, particularly Convertible

    Bonds and volatility smiles.

    Riaz Ahmad

    Dr Riaz Ahmad received his PhD in Mathematics

    from University College London, having

    graduated with a degrees and masters in

    Mathematics from Kings College and Imperial

    College respectively. Prior to being appointed as

    full time Course Director of the CQF, Riaz was a

    postdoctoral fellow in Mathematics at Oxford

    University. He was also the assistant academic

    director of the Universitys MSc Mathematical

    Finance Program. Riaz oversees the Quantitative

    Finance Series and consults on mathematical

    finance issues to City Institutions.

    Dr Paul Wilmott Espen Gaarder Haug Dr Peter Jckel Dr Mike Staunton

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    The CQF Programme consists of six

    modules. Each module covers a

    different aspect of quantitative finance

    and comprises a lecture, discussions

    and computer workshops. Delegates

    will be required to complete a written

    exam on completion of each module to

    gain certification in that module.

    1. Basic Building Blocks of FinanceTheory and Practice

    It will be necessary to bring all students up to

    the same technical level. Most students will befamiliar with the contents of this first module,

    but any gaps in a students background will

    be identified and appropriate private study

    recommended. We introduce the rules of

    applied It calculus as a modelling framework.

    Simple stochastic differential equations and their

    associated Fokker-Planck and Kolmogorov

    equations are introduced. The random nature

    of asset price movements is considered.

    Discrete-time random walks are introduced and

    the continuous-time lognormal random walk is

    obtained by rescaling and passing to a limit.

    o Mathematics preliminaries: Review of ordinary

    calculus, Taylors theorem in one and several

    variables, ordinary differential equations and

    the diffusion equation.

    o Fokker-Planck and Kolmogorov equations:

    similarity solutions.

    o Probability preliminaries: Review of discrete

    and continuous random variables, transition

    density functions, moments and important

    distributions, the Central Limit Theorem.

    o Applied It calculus: Discrete-time random

    walks, continuous Wiener processes via

    rescaling and passing to the limit, quadraticvariation, elementary It integrals and

    Its lemma.

    o The random nature of prices: Examination of

    data, unpredictability, the need for probabilistic

    models, drift and volatility.

    2. Risk and Return

    This unit deals with the classical portfolio theory

    of Markowitz, the Capital Asset Pricing Model,

    more recent developments of these theories,

    also option types and strategies.

    o Simulations: The lognormal random walk,

    probability density functions.

    o Risk and reward: Measuring return,

    expectation and standard deviation.

    o Modern Portfolio Theory (Markowitz):

    Expected returns, variances and covariances,

    benefits of diversification, the opportunity set

    and the efficient frontier, the Sharpe ratio, and

    utility functions.

    o Capital Asset Pricing Model: Single-index

    model, beta, diversification, optimal portfolios,

    the multi-index model.

    o Value at risk: Profit and loss for simpleportfolios, tails of distributions, Monte Carlo

    simulations and historical simulations, stress

    testing and worst-case scenarios.

    o Financial markets and products: Bonds,

    equities, currencies, commodities and indices.

    o Introducing futures, forwards and options:

    Simple contingent claims, definitions and uses.

    o Review of option strategies: Building up special

    payoff structures using vanilla calls and puts,

    horizontal, vertical and diagonal spreads.

    o Review of options as speculative investments:

    Taking a view, gearing, strategies that benefit

    from moves in the asset or in volatility.o The binomial model: Up and down moves,

    delta hedging and self-financing replication, no

    arbitrage, a pricing model, risk-neutral

    probabilities.

    3. Equity, Currency andCommodity Derivatives

    The Black-Scholes theory, built on the principles

    of delta-hedging and no arbitrage, has been very

    successful and fruitful as a theoretical model and

    in practice. The theory and results are explained

    using different kinds of mathematics to make the

    student familiar with techniques in current use.

    o The Black-Scholes model: A stochastic

    differential equation for an asset price, the

    delta-hedged portfolio and self-financing

    replication, no arbitrage, the pricing partial

    differential equation and simple solutions.

    o The greeks: delta, gamma, theta, vega and rho

    and their uses in hedging.

    o Risk-neutrality: Fair value of an option as an

    expectation with respect to a risk-neutral

    density function.

    o Early exercise: American options, elimination

    of arbitrage, modifying the binomial method,

    gradient conditions, formulation as a free-

    boundary problem.

    o Elementary numerical analysis: Monte Carlo

    simulation and the explicit finite-difference

    method.

    o Value at Risk: Portfolios of derivatives.

    Course Syllabus

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    4. Interest Rates and Products

    This module starts with a review of fixed-incomeproducts and the simple but useful concepts of

    yield, duration and convexity, showing how they

    can be used in practice. The limitations of this

    approach and the need for a more sophisticated

    theory are explained. Many of the ideas seen in

    the equity-derivatives world are encountered

    again here but in a more complex form.

    o Fixed-income products: Fixed and floating

    rates, bonds, swaps, caps and floors.

    o Yield, duration and convexity: Definitions, use

    and limitations, bootstrapping to build up the

    yield curve from bonds and swaps.

    o Stochastic interest rate models, one and two

    factors: Transferring ideas from the equity

    world, differences from the equity world,

    popular models, data analysis.

    o Calibration: Fitting the yield curve in simple

    models, use and abuse.

    o Convertible bonds: Conversion, callability,

    putability, random factors.

    5. Advanced Topics I

    The lognormal random walk and the Black-Scholes

    model have been very successful in practice. Yetthere is plenty of room for improvement. The

    benefits of new models will be discussed from

    theoretical, practical and commercial viewpoints.

    When pricing complex products it is necessary to

    be able to correctly value vanilla products. Modern

    models adopt frameworks that ensure that basic

    products are perfectly calibrated initially.The

    models derived in earlier parts of the course are

    only as good as the solution. Increasingly often

    the problems must be solved numerically. We

    explain the main numerical methods, and their

    practical implementation.

    o Non-probabilistic models: Uncertainty in

    parameter values versus randomness in variables,

    non-Brownian processes, nonlinear equations.o Static hedging: Hedging exotic target contracts

    with exchange-traded vanilla contracts, optimal

    static hedging.

    o Stochastic volatility: Modelling and empirical

    evidence, pricing and hedging, mean-variance

    analysis.

    o Jump diffusion: Discontinuous price paths, the

    Merton model, jump distributions,

    expectations and worst-case analysis.

    o Fixed income: Use of Black-Scholes-like

    models and assumptions in the fixed-income

    world, pros and cons.

    o Monte Carlo simulations: Use for option pricing,

    speculation and scenario analysis, differences

    between equity/currency/commodity and the

    fixed-income worlds, accuracy, variance

    reduction, bootstrapping.

    o Finite-difference methods: Crank-Nicolson,

    and Douglas multi-time level methods,

    convergence, accuracy and stability.

    o Quasi-Monte Carlo methods: Low-discrepancy

    series for numerical quadrature, Halton, Sobol,

    Faure and Haselgrove methods.

    6. Advanced Topics II

    Uncertainty plays an important role in asset

    allocation, deciding the "optimal" composition

    of a portfolio of investments and other

    investment decisions, from deciding when to

    start an advertising campaign for a new product,

    to deciding whether to close down an oil well.

    We study the products exposed to credit risk,

    model the risk of default as well as the perceived

    risk of default. Other incomplete markets are

    examined and modelled.

    o Credit risk and credit derivatives: Products

    and uses.

    o Transition matrices: Modelling change of

    rating, dynamics.

    o Incomplete markets: Energy and weather

    derivatives.

    o Real Options: The use of Real Options as an

    investment decision tool and the estimation

    of the parameters used in these models.

    o Heath, Jarrow and Morton: Modelling the

    evolution of the forward rate curve, principal

    component analysis.

    o Brace, Gatarek and Musiela: The evolution

    of forward rates continued, the discrete-

    maturity case.

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    The Certificate will be of special interest to individuals working in:

    o Derivatives

    o Risk Management

    o Structuring

    o Tradingo Fund Management

    o IT

    o Investment Banking

    o Hedge Funds

    o Financial Software

    o Consulting

    If you have any questions about your eligibility for the programme, please call

    +44 (0)20 7796 1910 and we will be happy to talk with you in greater detail.

    Who Should Attend?The typical participant will be a market practitioner currently

    employed in a bank or other financial institution. However,

    the course is also suitable for graduate students wishing to

    enter the financial markets. Some mathematical experience

    and knowledge of the financial markets is useful.

    Candidate Selection

    Delegates should have a numerate academic qualification, which may

    include one of the following:

    o Degree in physics, mathematics, chemistry, engineering, econometrics or

    computer science

    o Master of Business Administration

    You should also have familiarity with spreadsheets and computational

    problem solving.

    Delegates wishing to apply for the programme will be required to submit a

    completed application form together with a CV, detailing their academic andprofessional experience. Application forms can be requested by contacting

    [email protected]. Early application is strongly recommended due to

    the restricted number of delegates allowed on to each programme.

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    "I completed my BSc in Electrical Engineering two years ago. My thesis consisted of predicting

    share prices in the stock market by means of a multilayer neural network. This combined with

    my interest in numerical methods, PDE and ODE, led me to the field of derivatives. Before I

    started the CQF course my knowledge in this field was limited. Today, and only after three

    months of taking part in the programme, my knowledge base has been greatly enhanced. All

    the course material is well explained and easy to follow and there is always a workshop (Excel

    and VBA Simulations) after each session. In fact putting theory into practice is what I value the

    most, and the CQF definitely provides that experience. The quality of the teaching is high - all

    the lecturers are Quant professionals at the top of their field. The online experience is excellent

    and very convenient, especially for someone like me who cannot attend every session."

    Victor Gonzalez CQF Delegate

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    Dominic Boachie

    Academic background: BSc Maths and

    Computing MSc Decision Science

    Current position and responsibilities:

    Systems Analyst: Involved in the analysis and

    design of application systems to suit business

    requirements.

    What were your key objectives when

    enrolling on to the CQF programme?

    Strengthen my knowledge in finance. To aid

    my progression into the role of a Quantitative

    Analyst or similar. To have a deeper

    understanding of derivative products and

    how they are modelled.

    What advice would you give to

    potential delegates looking to apply

    for a place on the CQF?

    Delegates should brush up on their maths,before starting- especially Integration and

    differentiation and solving second order

    differential equations. It is a very intensive

    course, so they should ensure they can make

    time to do the weekly homework and

    monthly exam.

    Case Study Profiles

    Harish Vaghjiani

    Academic background: BSc Physics,

    Queen Mary College, University of London

    1989 PhD Physics, Imperial College,

    University of London 1993

    MSc Mathematical Trading & Finance,

    City University Business School 1999

    Current position and responsibilities:

    Quantitative Analyst, Nomura Credit

    Derivatives.

    What were your key objectives when

    enrolling on to the CQF programme?

    One of the main reasons was to elevate my

    career prospects within the field of quantitative

    finance. I expected the course to be taught by

    lecturers that are able to deliver complex

    finance concepts in an accessible and

    transparent manner, designed for people with

    a practical outlook at applying financial models.

    Paul Wilmotts lectures and practical sessions

    achieved this.

    What have been the benefits of

    attending the programme?

    In my opinion this course played a key part in

    securing my current position as a quantitative

    analyst on Nomuras Credit Derivatives desk.

    The fact that I was awarded a Wilmott

    Scholarship helped too. To mention a few

    benefits, l have achieved a strong working

    knowledge of Stochastic Calculus, Monte-

    Carlo and Finite Difference techniques, andthe confidence to apply them.

    What advice would you give to

    potential delegates looking to apply

    for a place on the CQF?

    If you are committed to a career in quantitative

    finance this course is a must. Be prepared to

    devote a significant amount of time to each

    module to get the best out of this well

    structured course.

    Stephane Junod

    Academic background: Degree in

    Econometrics and Economics 1994 Master in

    Banking and Finance 1995; Lausanne

    Business School

    Professional qualification:

    Member of the IAFE

    Current position and responsibilities:

    Deutsche Bank Global Equity Derivatives

    Director Exotic Structuring Team Responsible

    for pricing, structuring and innovation for

    Equity, Funds and Hybrid underlyings.

    What were your key objectives when

    enrolling on to the CQF programme?

    Get a better mathematical background to

    enable me to read/understand advanced

    papers and to implement more advanced

    models.

    What have been the benefits of

    attending the programme?

    Broader understanding of the underlying

    mathematics of different models. A clear

    understanding of different models and their

    implementations. The programme provides

    me with the tools to dig further.

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    John Webb

    Academic background: Leeds University

    BSc Physics PhD Physics

    Current position and responsibilities:

    Quantitative Analyst (portfolio planning):

    Analysis and management of the credit risk

    portfolio for the Corporate Banking division

    of Barclays Bank PLC

    What were your key objectives when

    enrolling on to the CQF programme?

    To gain a better and more in-depth

    understanding of quantitative finance and its

    application in modern banking, to enable me to

    further pursue a career in quantitative finance.

    What have been the benefits of

    attending the programme?

    The CQF has given me an in-depth

    understanding of the core principles ofquantitative finance in a relatively short time.

    The practical application of the material

    taught in the course has given me the level of

    confidence that I needed to feel able to apply

    what I have learned through the CQF into a

    live business environment.

    What advice would you give to

    potential delegates looking to apply

    for a place on the CQF?

    If you are serious about a career in

    quantitative finance and want to cover the

    core principles of the subject in-depth and ina short time, then you should seriously

    consider applying for a place on the CQF.

    Andrea Germani

    Academic background: Business in

    Economics, Universita Bocconi, Milano 1999

    Current position and responsibilities:

    Head of Derivatives Unit, Banca Popolare

    di Lodi

    What were your key objectives when

    enrolling on to the CQF programme?

    I have always been very interested in the

    quantitative approach to finance. The quality

    of the CQF lecturers and syllabus was a very

    important feature in deciding to apply for the

    CQF. My objective is to understand the risk

    and pricing of derivatives and to obtain the

    tools to understand the next generation of

    derivatives.

    What have been the benefits of

    attending the programme?The programme is very practical and I think

    this is a key factor of the course. The tutors

    are very supportive and always try to provide

    solutions to problems, however difficult. Paul

    Wilmott is a great tutor and the lessons are

    always clear and interesting.

    What advice would you give to

    potential delegates looking to apply

    for a place on the CQF?

    Delegates should have a basic understanding

    of derivatives and mathematics. The CQF will

    provide the tools for practitioners who want

    both a technical and intuitive understanding

    of derivatives.

    Peter Sime

    Academic background: MA Mathematics

    Oxford 1976 MSc Econometrics, Birkbeck 1980

    Professional qualification:

    Member of the Institute of Chartered

    Accountants in England and Wales Member

    of the Securities Institute.

    Current position and responsibilities:

    Director of Compliance, Wachovia Bank

    What were your key objectives when

    enrolling on to the CQF programme?

    To apply my mathematics background to the

    area of derivatives.

    What have been the benefits of

    attending the programme?

    Achieved a much deeper understanding of

    many aspects of derivatives. Brought my

    mathematics back up to date.

    What advice would you give to

    potential delegates looking to apply

    for a place on the CQF?

    Ensure that your calculus is up to date and that

    you have sufficient time to fully complete the

    coursework.

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    CQF InterviewSbastien Lleo, MBA, CFA, FRM, PRMCQF Delegate

    Sbastien is a senior investment analyst and attended the CQF programme

    from Ontario, Canada through 7C-Live!

    Q: Why did you apply for a place on the CQFprogramme?

    "I applied to the CQF because of my interest in financial engineering and

    quantitative finance. Knowing the work of several course directors, I was

    certain the course would be extremely well taught and include both a

    presentation of the essential theoretical background and a discussion of the

    latest techniques and approaches."

    Q: What prior knowledge do you consider necessary tocomplete the course?

    "I consider that some knowledge of elementary calculus and linear algebra as

    well as a basic understanding of finance theory are a prerequisite for the course.

    Of course, knowledge in vector calculus, differential equations, probability

    theory, mathematical statistics and an understanding of asset valuation and

    financial economics are a definitive plus. However, a lot can be picked up along

    the way. So I would tend to say that this course assumes very little in terms of

    prior knowledge in the field of quantitative finance. All it takes, really, is an

    appetite for the field and some affinity with numbers and mathematics."

    Q: How practical is the CQF?

    "The CQF achieves a rare feat. I t simultaneously provides critical insights intothe theory of quantitative finance and very practical considerations regarding

    the implementation of techniques and methods."

    Q: What do you expect the programme will provideyou with?

    "I expect to gain a fundamental understanding of the theory and practice of

    quantitative finance. By this, I mean that the knowledge and insight gained

    should withstand the test of time, fads and fashions, and provide me with a

    deep understanding of the underlying assumptions and building blocks of

    quantitative finance."

    Q: As a distance learning delegate, how have youfound the course delivery?

    "The course delivery is outstanding. Jonathan Shaw, in charge of technology-

    related aspects, is doing a remarkable job to ensure that the distant learners

    have as good a course experience as the delegates present in the classroom.

    I think it was a wonderful challenge to open such an ambitious programme to

    distance learners right from the first year. This demonstrates 7city Learning

    and Dr Paul Wilmotts professionalism and commitment to the programme."

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    Q: How have you coped with the monthly exams?

    "The programme is fast paced, with one module a month and homework todo every week. However, it is not too difficult to deal with monthly exams. To

    the contrary, it keeps delegates focused on the learning process and ensures

    no one will be left behind after the end of a module."

    Q: What are the best parts of the programme?

    "The best part of the programme is the programme itself. The course is very

    well structured and organized, the lectures are captivating and the lecturers

    are amazing. The homework is not a mere repeat of the topics tackled in

    class, but expand on the subject and give us the opportunity to acquire

    depth and breadth. The cycle of monthly modules and monthly exams keep

    the delegates focused on the learning process. Finally, the 7city team

    deserves to be congratulated on its professionalism and the level of serviceprovided. All this makes of the CQF an outstanding programme."

    Q: Who would you recommend the course for?

    "I would essentially recommend this course to anyone interested in the

    application of quantitative techniques to solve financial problems whether

    their background is in science and engineering or in economics and finance.

    The course is designed to be accessible."

    Q: How does the CQF compare with the otherprogrammes you have completed?

    "The CQF is entirely designed around the field of quantitative finance and

    is taught by a faculty of experts. These two characteristics, no matter how

    simplifying they are, help distinguish it from other programmes available.

    The possibility of taking the entire course as a distance learner is another

    unique feature of the programme."

    "The CQF has been challenging and rewarding. The standard

    of lecturing has been exceptional, with a focus on the key

    theoretical concepts in quantitative finance and their

    implementation in software - the practical implementation

    of quantitative techniques is treated as importantly as the

    underlying theory. The exercises and exams for each module

    rally the best out of the delegates."

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    Recorded Sessions

    Each weekly lecture and workshop is recorded and can be accessed via

    7C-online accounts (provided to all delegates upon enrolment). All

    delegates have unlimited access to 7C-online for session-by-session

    playbacks. Delegates unable to attend a live classroom lecture enjoy the fullsupport of 7C-online to ensure they keep up to speed with each module.

    In addition to recorded sessions, 7C-online stores the following for delegate

    access:

    o Programme syllabus

    o Lecture notes by session

    o Weekly exercises and solutions

    o Module exam papers and related solutions

    o Excel spreadsheets and VB programmes

    Distance Learning

    The CQF is also delivered as a distance-learning programme via 7C-Live.

    Distance-learning delegates conference into lectures and workshops and

    participate alongside classroom delegates. They enjoy the same level of

    interaction with the tutor. 7C-Live integrates data, voice, and video within a

    standard web browser so CQF course directors can hold real-time tutorials over

    the Internet with delegates using virtually any desktop, laptop, or wireless

    handheld device.

    Course lecturers maintain a two-way dialogue with delegates to ensure

    questions are addressed during the session.

    Previous course delegates from locations throughout the world, including

    New York, Hong Kong, Toronto, Paris, Milan, Munich and Frankfurt, have

    attended live weekly lectures over the internet to complete each module of

    the CQF.

    Distance-learning delegates receive exactly the same pre- and post-course

    reading materials, are expected to complete weekly exercises and are

    subject to the same compulsory modular exams as classroom delegates.

    Course FormatThe CQF Programme is based around a series of 24

    compulsory formal lectures given by experienced

    practitioners and trainers. Delegates are given homework at

    the end of each lecture and an examination at the end of

    each module. In addition to these lectures, delegates are

    provided with other workshop-style sessions on

    spreadsheets, Visual Basic, advanced mathematical

    methods, problem solving and examination preparation and

    follow up. Delegates may also elect to join an additional

    C++ Programming module (see page 17).

    Lectures are held in London at the 7city offices close to

    Bank underground station. Lectures commence at 6pm and

    last two-and-a-half hours.

    The Certificate comprises of the following elements

    o Part-time evening course, consisting of 24 formal lectures, one per week

    for six months

    o Weekly workshops

    o Avoidance of day release to attend courses

    o City of London course location

    o Lectures from a highly acclaimed team of instructors combining leading

    academics and practitioners

    o Coherent learning objectives, from fundamental concepts through to thelatest advances

    o Innovative and relevant technical course content

    o Computer workshops, putting theory into practice

    o Emphasis on the implementation of models and algorithms

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    o Delegates can see the tutor and classroom presentation

    simultaneously.

    o 7C-Live! allows easy orientation and ensures delegates

    receive a strong classroom experience.

    o Classroom presentation technology allows clear annotation of

    course notes.

    o Delegates follow step-by-step construction of Excel and VBA models.

    o Each model solution is posted to 7C-online.

    o Delegates can review models via recorded playbacks.

    o Delegates conference into each lecture to participate alongside

    classroom delegates.

    o Course instructors maintain two-way dialogue with delegates to

    ensure questions are addressed during the session.

    o Delegates receive personal usernames and passwords for

    access to 7C-online.

    o Lecture notes for all sessions are stored in 7C-online.

    o 7C-online allows full accessibility to exercises, exams and

    solutions for each session and module.

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    Mathematics for

    Quantitative FinanceThe mathematics primer is divided into two

    modules, each module delivered via a one-day

    programme:

    o Module M1:Calculus and Differential

    Equations Refresher

    o Module M2:Linear Algebra and

    Probability Refresher

    Mathematics finance is now a pre-requisite for

    City practitioners and this primer provides a

    refresher course.

    Module M1: Calculus Refresher

    Fuctions of a single variable:

    o Ordinary calculus

    o Ordinary differential equations

    o Solution methods

    o Basic numerical integration

    o Simple integral equations

    Functions of two or more variables:

    o Partial differential calculus

    o Partial differential equations

    o Classification

    o The diffusion equation

    o Solution methods

    o Basic numerical methods

    Matrices:

    o Matrix manipulation

    o Eigenvalues and eigenvectors

    o Exponentiation

    Module M2: Probability Refresher

    Elementary probability theory:

    o Distributions, discrete and continuous

    o First and second moments (mean and variance)

    o Higher moments (skew and kurtosis)

    o Important distributions

    o Several variables

    o Moment generating function

    o Central limit theorem

    Elementary statistics:

    o Data representation

    o Regression

    o Maximum likelihood estimation

    Random walks:

    o Trinomial

    o Transition probability density functions

    o Deterministic equations from

    random behaviour

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    "I would highly recommend the course to delegates

    considering undertaking the CQF."

    Dr Warren Mellor CQF Delegate

    Additional Modules

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    C++ for Quantitative

    FinanceSoftware development in C++ is one of the key

    technologies employed by global financial

    institutions, particularly due to its support of

    object-oriented programming. This has resulted

    in a minimum requirement for all quantitative

    professionals to have a solid core background in

    C++ modelling.

    The C++ programme is a self-contained course

    taking delegates from simple programming

    examples through to basic object-oriented

    applications, with real-world examples from the

    quantitative finance arena to illustrate the

    powerful nature of this language. The course

    assumes no previous knowledge of C/C++,

    although familiarity with basic high-level

    language programming concepts is considered

    an advantage.

    Variables, types and Expressions:

    o Identifiers

    o Data Types

    o Declarations

    o Constants and Enumerations

    o Assignment and Expressions

    Branch and loop statements:

    o Boolean Values

    o Expressions and Functions

    o For', 'While' and 'Do....While' Loops

    o Multiple selection and Switch statements

    o Blocks and Scoping

    Functions and Procedural abstraction:

    o User-defined functions

    o Value and Reference parameters

    o Polymorphism and Overloading

    o Procedural abstraction and good

    programming style

    o Splitting programs into different files

    Files and streams:

    o Input and Output using files and streams

    o Streams as arguments to functionso Input and Output using ''

    Arrays and Strings:

    o Declaring arrays and strings

    o Arrays as parameters

    o Sorting arrays

    o Two-dimensional arrays

    o String manipulation

    Pointers and linked lists:

    o Declaring pointers

    o The '*','&','new'and 'delete'operators

    o Pointer arithmetic

    o Automatic and dynamic variables

    Recursion:

    o Recursion and iteration

    o Mechanics of a recursive call

    o Recursive data structures

    o Quick sort

    Introduction classes:

    o The object-oriented paradigmo Encapsulation and inheritance in C++

    o Constructors, friends and overloaded

    operators

    o Static members

    Numerical Methods:

    o Approximating a PDF/CDF

    o Solutions of linear systems

    o Direct methods of solution and iterative

    techniques

    o Numerical integration

    o Power methodo Explicit and implicit finite difference methods

    for parabolic PDEs

    o Monte Carlo method

    Quantitative Finance:

    o Pricing of European,American,Exotic and

    Basket options

    o Interest rates and products

    o Volatility modelling

    This course is a practical introduction to programming focused on financial

    applications designed to build up libraries of code used in many applications

    teaching is conducted by an expert who can pass on valuable advice a

    "must "for Quants to develop an understanding of the C++language.

    Peter Sime MA(Oxon);MSc(Lon)Wachovia Bank NA, CQF Delegate

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    Examination AssessmentThe Certificate in Quantitative Finance is awarded to delegates based on their

    performance in the compulsory module examinations.

    Module Examinations and the Certificate

    Examinations are issued following the last session of each module. Three

    hours are allowed for answering the paper, and lecture notes and books can

    be used for reference. All examinations are to be completed on a self-

    regulated basis.

    Papers can be submitted in handwritten format, on disk or by email, before

    or at the following lecture. Mathematics can be handwritten or typeset.

    Delegate scores will be sent out to each delegate within 14 days of the

    examination paper being distributed for completion. Delegates marks on all

    modules except for the first module contribute towards the overall

    Certificate. Solutions for each exam are posted to 7C-online, once all papers

    are collated.

    Delegates will receive one of two results:

    o Course Pass

    o Course Fail

    Pre- and Post-Module Sessions

    On completion of the last session in each module, delegates are provided

    with the opportunity to attend a pre-exam problem session. A CQF course

    director takes delegates through a review of technical issues raised in the

    previous four sessions and allows delegates to ensure all queries are

    addressed, before attempting the relevant module exam.

    Final Examination/Distinctions

    The final three-hour examination is optional. Delegates attend the exam if

    they wish to obtain a distinction. The examanition is fully invigilated and

    covers subjects from all modules. From each class, one delegate will receive

    the "Wilmott Prize for Excellence". The award will be made to the delegateattaining the highest score in the final examination.

    Examination Results

    Examination results for the Certificate in Quantitative Finance are announced

    in the following publications:

    o Financial Times (UK and International Editions)

    o Economist

    o Wilmott magazine

    Delegates are listed by name (and company if appropriate).

    Only delegates receiving a pass or distinction are listed, in addition to the

    delegate receiving the "Wilmott Prize."

    Dr Michael Rees

    Past winner of the Wilmott Prize

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    PRMIA ExemptionsThe Education and Standards Committee of PRMIA (Professional Risk

    Managers Association) has granted all CQF holders exemptions to the PRM

    qualification for:

    o Exam I Finance Theory, Financial Instruments and Markets

    o Exam II Mathematical Foundations of Risk Measurement

    Delegates obtaining the CQF are required to complete a cross-over exam

    encompassing:

    o Exam III Risk Management Practices PLUS

    o Exam IV Case Studies &&PRMIA Standards of Best Practice, Conduct

    and Ethics, Bylaws

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    We very were impressed with the high

    standard of the CQF. It provides students

    with in-depth understanding of thequantitative methods important in today's

    financial markets.

    David R.Koenig, Chair of PRMIA's Board of Directors

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    Certificate Enrolment DetailsCourse Dates

    Each module contains four sessions. All sessionscommence at 6pm and will be held at one of

    7citys training centres in the City of London.

    Refreshments available on site. You must

    complete all modules to attain the Certificate,

    however, you can select individual modules

    within a three-year period to complete the

    Certificate over a longer timeframe.

    New: Delegates may attend individual sessions

    (see page 21 for detailed lecture timetable).

    Programme Fees

    Fees are due in advance of the programme ormodule start date. Cancellations of confirmed

    bookings are subject to a refund of 100% if

    notification is provided in writing more than 30

    days before start date; subject to 50% refund if

    notification is provided within 30 days; no refund

    is applicable if notification of cancellation is

    within 15 days or non-attendance. VAT will be

    applied to EU billing addresses. Course text

    books are provided only as part of the full

    programme.

    Pre-Course Reading

    Delegates will be provided with the followingpre-course reading material:

    Paul Wilmott Introduces Quantitative Finance

    (P. Wilmott)

    Advanced Modelling in Finance Using Excel and

    VBA (M. Jackson and M. Staunton)

    The Complete Guide to Option Pricing Formulas

    (E.G. Haug)

    Paul Wilmott on Quantitative Finance (P. Wilmott)

    Monte Carlo Methods in Finance (P. Jckel)

    How to Apply

    If you wish to apply for a place on theCQF programme, please contact

    [email protected] to request your

    application form. Class sizes are restricted

    and places are awarded on a first come basis,

    provided a delegates application has

    been approved.

    For Further Information

    +44 (0) 20 7796 1910

    +44 (0) 20 7796 1710

    http://www.7city.com

    [email protected]

    The organisers reserve the right to change or

    cancel the published course dates due to

    unforeseen circumstances. The companys

    liability will be limited to a transfer to the next

    appropriate date or a refund of the course fee.

    The organisers reserve the right to alter the

    contents of this programme and/or the course

    directors and venue due to circumstances

    beyond its control.

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    Course Option Course Fee

    Full classroom programme 9,250 + VAT

    Full classroom programme (incl. optional C++ course) 10,500 + VAT

    Individual module 1,750 + VAT

    Individual lecture 495 + VAT

    Full distance-learning programme 5,950 + VAT

    Full distance-learning programme (incl. optional C++ course) 7,200 + VAT

    Mathematics for Quantitative Finance (2-days) 990 + VAT

    C++ for Quantitative Finance (8-evenings) 1,995 + VAT

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    Lecture TimetableCQF Lecture Date

    Module

    CQF 1.1 The Random Behaviour of Assets Wednesday 30th JuneCQF 1.2 Calculus Refresher, Taylor Series and Transition Density Functions Wednesday 7th July

    CQF 1.3 Probability, the Central Limit Theorem, Stochastic Calculus and Ito's Lemma Wednesday 14st July

    CQF 1.4 Simulating and Manipulating Stochastic Differential Equations Wednesday 21st July

    CQF 2.1 Portfolio Management Wednesday 28th July

    CQF 2.2 Products and Strategies Wednesday 4th August

    CQF 2.3 Value at Risk and Volatility Wednesday 11th August

    CQF 2.4 Binomial Model Wednesday 18th August

    CQF 3.1 Black-Scholes, Greeks Wednesday 25th August

    CQF 3.2 Monte Carlo and Finite Differences Wednesday 1st September

    CQF 3.3 Advanced Greeks Wednesday 8th SeptemberCQF 3.4 Understanding Volatility Wednesday 15th September

    CQF 4.1 Fixed Income Products and Analysis Wednesday 22th September

    CQF 4.2 Stochastic Interest Rate Modeling Wednesday 29th September

    CQF 4.3 Calibration and Data Analysis Wednesday 6th October

    CQF 4.4 Convertible Bonds Wednesday 13th October

    CQF 5.1 Discrete Hedging and Transaction Costs Wednesday 20th October

    CQF 5.2 Stochastic Volatility and Jump Diffusion Wednesday 27th October

    CQF 5.3 Further Monte Carlo Wednesday 3rd November

    CQF 5.4 Further Finite Difference Methods Wednesday 10th November

    CQF 6.1 Advanced Volatility Modeling Wednesday 17th NovemberCQF 6.2 BGM Wednesday 24th November

    CQF 6.3 Credit Risk and Credit Derivatives Wednesday 1st December

    CQF 6.4 Real Options Wednesday 8th December

    Delegates may attend individual lectures.

    If you would like to meet Paul Wilmott, the CQF team and find out more about the programme, please join us at a CQF Open Evening:

    o Thursday 14th October

    o Thursday 18th November

    The sessions will commence at 6.15pm and will be held at Princes House, 95 Gresham Street, London EC2V 7NA.

    To book your place, please call +44 (0)20 7796 1910 or email [email protected]

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    7city Learning

    Princes House

    95 Gresham Street

    London EC2V 7NA

    +44 (0) 20 7796 1910

    +44 (0) 20 7796 1710

    http://www.7city.com