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- Introduction to Nerds on Wall Street (Introduction to "Nerds on Wall Street"
I hope people think of this book as sort of a Hitchhiker’s Guide to Wired Markets. There are no robots parking cars for six million years, but there are robots trading millions of shares in six milliseconds, so maybe that’s close enough.
In 2006, I got a call from another nerd [...])
- Chapter 13 – Structural Ideas for the Economic Rescue – Fractional Homes and New Banks (Structural Ideas for the Economic Rescue - Fractional Homes and New Banks
Mom used to say, “If you don’t have something nice to say, don’t say anything at all.” I clearly ignored that advice in the previous chapter, with the “mad as hell” opening and analogies to an exploding meth lab run by the neighbors. This [...])
- Overview of “Nerds on Wall Street” (Technology has transformed global markets, but this is nothing new. Markets have been shaped by machinery for hundreds of years, and this continues at a rapid pace today.
Author David Leinweber—a computer scientist who accidentally stumbled upon Wall Street and became an innovator in the application of modern information technology in trading and investing—is a well-qualified [...])
- More Praise for “Nerds on Wall Street” ("New technologies are exploited first by "alpha geeks," folks with the skills to push the envelope. This is as true on Wall Street as it was on the web. Leinweber was one of those alpha geeks, but is also the first to chronicle the innovation process from early adopter to mainstream acceptance."
Tim O’Reilly
Founder & CEO, [...])
- Chapter 05 – A Gentle Introduction to Computerized Investing (Computerized Investing, Index Funds, Quantitative Investing, and Active Management
“Life would be so much easier if we only had the source code.” — Hacker proverb
The beginning of index investing in the 1970s was the result of a convergence of events, one of those ripe apple moments. Institutional investors began to use firms like A.G. Becker to actually [...])
- About (David Leinweber is a Haas Fellow in Finance at the Haas School of Business at UC Berkeley, and founding Director of the Center for Innovative Financial Technology at Berkeley. He is the founder of two pioneering financial technology firms and successfully managed multibillion-dollar institutional portfolios for many years.
Dr. Leinweber has consulted, published, and lectured widely [...])
- Chapter 09 – The Text Frontier – AI, IA, and the New Research (Hunting Investment Alpha and Trading Alpha from Online News, Social Media, and Rumors
Alpha hunters are always looking for new territory. When a strategy becomes known and used by too many players, the collective market impact of getting in and getting out will squeeze out all the profit juice, and only the lowest-cost transactors (large sell-side [...])
- Chapter 08 – Perils and Promise of Evolutionary Computation on Wall Street (Using Genetic Algorithms, Optimization Models, and Evolutionary Computation on Wall Street
“Be careful what you ask for — you might get it.”
My enthusiasm for machine learning, described at the end of the previous chapter, led me to kiss many artificial intelligence ( AI ) frogs. This included many flavors of inductive and explanation - based learning, [...])
- Part 4 – Nerds Gone Wild – Wired Markets in Distress (Financial Nerds Gone Wild - Global Markets in Distress
The original plan for this book stopped after the three parts that you’ve just read. These parts are about how markets became machines, and about using more machines to pick stocks and trade them electronically, bringing in an assortment of nifty ideas from finance and computer science [...])
- Part 1 – Wired Markets ( Financial Markets - Electronic Markets
Not too long ago, going to a stock market meant you would meet lots of new people who were energetically shouting, running around, and making a mess with great quantities of paper. No more. Visiting a financial market now is more like visiting a telephone exchange. Computers and network gear [...])