“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, O’Reilly Media
“Nerds on Wall Street is a wild, funny ride though the technological changes that underpin modern financial markets. You will find yourself laughing out loud at what could otherwise be a dry subject. And, if you’re not careful, you might even learn something!”
Richard R. Lindsey
Chairman, International Association of Financial Engineers
Principal, Callcott Group LLC
“Who says there is neither wit nor wisdom on Wall Street? This account of the evolution of quantitative finance is an invaluable guide for anyone seeking to understand everything from how indexed investing works to the nature of that elusive concept, ‘alpha’. The accessible style and deadpan humor make this a book that even those with an advanced case of fear of mathematical formulae can understand and enjoy.”
Suzanne McGee
Wall Street Journal & Barrons
“Nerds on Wall Street is a thoughtful, funny, and comprehensive history of the overlooked role geeks have played in our financial markets from the earliest days of telegraphy, to the current crisis. The book is an irreverent “I Was There” chronicle of how markets were formed from silicon, savvy and software. Highly recommended.”
Paul Kedrosky
Senior Fellow at the Kauffman Foundation
Editor of “Infectious Greed“
“Clear, light language and wry humor mask David Leinweber’s exhaustive compendium of technological innovations for and impacts on asset trading. Leinweber brings an entrepreneur’s experience and an academic’s perspective to financial technology; and has produced the definitive work, as up-to-date as it is encyclopedic.”
David K. Whitcomb
Founder and Chairman Emeritus, Automated Trading Desk
Professor of Finance Emeritus, Rutgers University
“Thoughtful insights covering trading, investment practice and system design encased in humor by an expert in all four: a good and practical read.”
Evan Schulman
“Father of Program Trading”
Founder, Tykhe, LLC.
“For decades Dave has not only understood more investment technology than anyone, but with patience and a great sense of humor, he has made the effort to explain it to his less tech savvy friends. Nerds on Wall Street is a home run for us all.”
Richard Rosenblatt
CEO, Rosenblatt Securities
“If you’re interested in what computers are doing with your money, then this book is for you.”
Richard Peterson, MD
Managing Director, MarketPsy Capital LLC
Author, “Inside the Investor’s Brain“
“In David’s words, the stock market is a “victim not a cause” of the great mess of 2008. It’s refreshing to read a book with such insight during these difficult times. I applaud David Leinweber for this timely masterpiece.”
Bill Aronin
Co-founder, Quantitative Analytics, Inc
Senior Manager, Thomson Reuters
“David is one of the top practitioners in the fields of textual analysis and sentiment and its application to trading. Leveraging “smart” machines to parse and extract signal from massive quantities of textual data is hard, and David’s work has put him at the vanguard of the next wave of alpha generation.”
Roger Ehrenberg
Managing Partner, Information Arbitrage and IA Capital Partners
“Dr. Leinweber continues to be a patron saint of any nerd who stumbles onto Wall Street. Many of his most insightful ideas are here in this book, the utility of which are only matched by the humor of their presentation. As the markets have changed in 2008, the need to collect, process, and understand novel information sources has never been greater.”
Jacob Sisk
Quantextual Nerd Extraordinaire, Infoshock, Yahoo!
>>>>>> READ MORE HERE < <<<<<<
Wall Street Analytics
- Part 2 – Alpha as Life (Passive Investing - Active Investing - Alpha Returns
Index funds are passive investments; their goal is to deliver a return that matches a benchmark index. The Old Testament of indexing is Burton Malkiel’s classic A Random Walk Down Wall Street, first published in 1973 by W.W. Norton and now in its ninth edition. For typical individual [...])
- Part 3 – Artificial Intelligence and Intelligence Amplification (Artificial Intelligence and Intelligence Amplification in Financial Markets
Securities Markets are Machinery Now.
This raises the question of how to best participate in the world’s new wired markets. People who use information technology most effectively will be rewarded.
Artificial intelligence (AI) as an academic discipline began at the famous 1955 Dartmouth conference organized by John McCarthy from Stanford [...])
- 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, [...])
- 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 02 – Greatest Hits of Computation in Finance (Computational Finance, Stock Market Analysis, and Investment Trading
"A computer does not substitute for judgment any more than a pencil substitutes for literacy. But writing without a pencil is no particular advantage." - Robert McNamara
The Journal of Portfolio Management (JPM*) is one of the more upscale investment management publications around. For $500 a year, you get [...])
- Chapter 12 – Shooting the Moon – Stupid Financial Technology Tricks (Stupid Financial Technology Tricks and Global Economic Collapse
Like many others from the stock side of greater Wall Street, I felt blindsided by the events of 2008. “Blindsided” is actually a gross understatement; I felt like the guy who comes home and finds the neighbors were running a meth lab that has exploded and flattened the [...])
- Contents of “Nerds on Wall Street” (Foreword by Ted Aronson
Part 1 - Wired Markets
Chapter 1: An Illustrated History of Wired Markets
Chapter 2: Greatest Hits of Computation in Finance
Chapter 3: Algorithm Wars
Part 2 - Alpha as Life
Chapter 4: Where Does Alpha Come From?
Chapter 5: A Gentle Introduction to Computerized Investing
Chapter 6: Stupid Data Miner Tricks
Part 3 - Artificial Intelligence and Intelligence Amplification
Chapter [...])
- Nerds on Wall Street (The Impact of Technology on Wall Street and Investing
Choose any link below to go to that section:
Overview of "Nerds on Wall Street"
Contents of "Nerds on Wall Street"
Introduction to Nerds on Wall Street
Praise for "Nerds On Wall Street"
More Praise for "Nerds on Wall Street"
Forward by Ted Aronson
Part 1 - Wired Markets
Chapter 01 - An Illustrated History [...])
- 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 [...])
- 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 [...])
- Alpha as Life
(Passive Investing - Active Investing - Alpha Returns
Index funds are passive investments; their goal is to deliver a return
that matches a benchmark index. The Old Testament of indexing is Burton
Malkiel’s classic A Random Walk Down Wall Street, first published in
1973 by W.W. Norton and now in its ninth edition. For typical
individual [...])
- 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. It can be a wild
ride versus parking your cash in a few money market funds. Computers
and
network gear [...])
- 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 [...])
- A
Little Artificial Intelligence Goes a Long Way on Wall Street
(A Little AI Goes a Long Way on Wall Street: Artificial Intelligence
and Securities Trading
“If you give someone a program, you will frustrate them for a day; if
you teach them how to program, you will frustrate them for a lifetime.”
This is a history and technical overview of one of the earliest
artificial intelligence re (AI), and is a far cry from simple financial
planning software [...])
- Collective
Intelligence, Social Media, and Web Market Monitors (Web
Market Monitors and the Impact of Social Media on Financial Markets
"The words of the prophets are written on the subway walls." — Simon
& Garfunkel, The Sound of Silence
Opinions vary widely on the value of collective wisdom, with ample
supporting evidence both for and against. The Internet has many
positive examples: The collective ratings [...])
- Artificial
Intelligence and Intelligence Amplification (Artificial
Intelligence and Intelligence Amplification in Financial Markets
Securities Markets are Machinery Now.
This raises the question of how to best participate in the world’s new
wired markets, and this is anything but simple.
People who use information technology most effectively
will be rewarded.
Artificial intelligence (AI) as an academic discipline began at the
famous 1955 Dartmouth conference organized by John McCarthy from
Stanford [...])
- 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 [...])
- Stupid Data
Miner Tricks (To Err Is Human. To Really Screw Up, You Need a
Computer.
— Popular Campus T-shirt, circa 1980
Stupid Data Miner Tricks in Quantitative Finance
This chapter started out over 10 years ago as a set of joke slides
showing silly, spurious correlations. Originally, my quantitative
equity research group planned on deliberately abusing the genetic
algorithm (see Chapter [...])
- Greatest
Hits of Computation in Finance (Computational Finance, Stock
Market Analysis, and Investment Trading
"A computer does not substitute for judgment any more than a pencil
substitutes for literacy. But writing without a pencil is no particular
advantage." - Robert McNamara
The Journal of Portfolio Management (JPM*) is one of the more upscale
investment management and financial
article publications around. For
$500 a year, you get [...])
- An
Illustrated History of Wired Markets (An Illustrated History
of Wired Capital Markets
"Progress might have been all right once, but it has gone on too long."
-- Ogden Nash
This chapter is based on a number of ever-evolving dinner and lunch
talks I have given over many years, all called “Nerds on Wall Street"
irrespective of their actual subject. Many financial conference [...])
- 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 [...])
- Three
Hundred Years of Stock Market Manipulations (300 Years of
Stock Market Manipulations - From the Coffeehouse to the World Wide
Web's Stock Manipulations
In previous chapters, we saw that many of the changes in securities
markets brought about by information technology in general and the
Internet in particular are positive, democratizing access to markets
and information. We also saw that technology is [...])