Showing posts with label financial engineering. Show all posts
Showing posts with label financial engineering. Show all posts

The Statistical Mechanics of Financial Markets (Theoretical and Mathematical Physics) Review

The Statistical Mechanics of Financial Markets (Theoretical and Mathematical Physics)
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Very useful book, particularly in what concerns alternative L-Stable distributions. True, not too versed in financial theory but I'd rather see the author erring on the side of more physics than mathematical economics. As an author I don't ask much from books, just to deliver what they indend. This one does.
Clear historical description of Einstein/Bachelier. Hopefully one day we will call derivatives pricing the Bachelier valuation.
The book in short provides an excellent perspective on the statistical approach to asset price dynamics. Very clear and to the point.
Nassim Nicholas Taleb

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Principles of Financial Engineering, Second Edition (Academic Press Advanced Finance) Review

Principles of Financial Engineering, Second Edition (Academic Press Advanced Finance)
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Professor Neftci's Second Edition of Principles of Financial Engineering brilliantly seizes the high ground in clarity and authority. He promotes a "way of solving problems using financial securities and their derivatives" and absolutely succeeds in sharing the thinking process of a financial engineer.
The book's essence is to illustrate the financial engineer's modus operandi: the deconstruction of a complex instrument into its synthetic equivalent, a replicating portfolio of simpler building block instruments, that mimics the instrument's economics (cash flows and risk). By the end, you will see financial instruments as combinations of basic positions.
His favor to the reader is heavy use of cash flow diagrams. Initially, I thought these would be tedious; but I soon become convinced these are extremely useful frameworks.
For example, take a credit default swap (CDS). Neftci "solves" for the CDS cash flows sequence by combining the cash flows (literally combining cash flow diagrams) of three other instruments, so we can see exactly how a bond is synthetically replicated:
* Long risky bond = Short CDS (sell protection) + make default-free LIBOR-based money market deposit + receive-fixed in an interest rate swap, or
* Short CDS = Long a risky bond + borrow at money market rate + pay-fixed in an interest rate swap
So, the "replicated" short CDS position (selling protection) works as follows. Funds to purchase the risky bond are borrowed at LIBOR floating; coupons are received from the bond. Most of the risky bond coupon goes to pay the fixed-rate on the interest rate swap. The received LIBOR coupon on the swap exactly funds the interest rate on the borrowed funds. Which leaves the remainder of the risky bond coupon; i.e., the swap spread. And, under this simple model, the credit spread over the swap rate should equal the CDS premium.
My favorite parts of the book:
Chapter 2 is useful review of market conventions; e.g., different yields

Chapter 4 put swaps at the center of financial engineering: he shows how swaps are a "the equivalent of zero in finance" and how a swap can be deconstructed from virtually any cash instrument.
His approach perfectly lends itself to viewing options as volatility instruments (Chapter 8). Not new per se, but it finds an intuitive explanation under his method: a delta-neutral portfolio consists of a long (funded) call plus a short position in the underlying stock (of delta units), such that any volatility produces a profit. The long call is long volatility.
Chapter 10 reviews exotic options, but as you'd expect, exotics are brilliantly displayed with their synthetic equivalents; e.g., a binary call is replicated by a long call plus a short call with higher strike price.
Theory on risk neutral probabilities with applications
Entire chapter on volatility positions (i.e., portfolios that isolate on volatility as the risk factor)
Additional material (from the first edition) on credit markets, CDS, structured products, credit indices and correlation pricing
Finally, the other rare achievement of this book is that it adresses several levels of proficiency. There is something for everbody, from the beginner to the advanced engineer. Few finance books actually pull this off.

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My Life as a Quant: Reflections on Physics and Finance Review

My Life as a Quant: Reflections on Physics and Finance
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The book commences with a history of physics that is reminiscent of "The Elegant Universe" by Brian Greene. From Newton to Maxwell to Einstein and beyond, Derman discovers the great theories of yesterday and finds himself in the middle of a seven year marathon to a PhD and the launch of his academic career.
The struggle for intellectual purity and the distain for applied work abound in Derman's academic environment and the pressures of achieving greatness are pronounced in a place where genius is a commodity.
In a leap of faith, Derman decides to return to New York to spend more time with his family and to surrender to what he considered a less dignified job.
Lost in the Dilbert-esque hierarchies of the Bell Labs, Derman discovers the joy of programming, while submerged in office politics. After numerous attempts of beating the currents, Derman finally reaches the shores of Wall Street and is relieved to find an avant-garde environment, where meritocracy is no longer a foreign word.
The initial period of awakening takes place at Goldman Sachs, where he is mentored by Fischer Black, one of the great financial practitioners of our time. Derman is immediately impressed by Black's pragmatic style and intuitive quest for simplicity.
Black's influence becomes evident in the lucid and accessible description of the famous Black-Derman-Toy interest rate model and the subsequent elaborations on local volatility models that are at the foundation of more exotic instruments (which cannot be accurately priced using the overly simplistic implied volatility provided by the Black-Scholes-Merton model).
The author discusses the process of deriving original models and emphasizes that the elegant stochastic calculus derivations of these models are deceptively simple and make it difficult for students to fully appreciate the amount of effort that went into developing the initial embodiments -- what seems obvious now was once heavily debated.
Armed with the recently acquired knowledge, Derman accepts a new challenge at Salomon Brothers, doubling his compensation in the process. Unfortunately, the unhealthy competitiveness at Salomon forces him to reconsider quickly and he returns to Goldman after an undeserved layoff. The roundtrip allows Derman to develop an appreciation for the collaborative environment at Goldman.
Throughout the book, the interactions with family members, professors, bosses, traders, programmers and sales people are both amusing and enlightening. Derman succeeds in blending physics, finance, and human emotion in this masterful and entertaining autobiography.


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In My Life as a Quant, Emanuel Derman relives his exciting journey as one of the first high-energy particle physicists to migrate to Wall Street. Page by page, Derman details his adventures in this field—analyzing the incompatible personas of traders and quants, and discussing the dissimilar nature of knowledge in physics and finance. Throughout this tale, he also reflects on the appropriate way to apply the refined methods of physics to the hurly-burly world of markets.

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