The Impact of Technology on Wall Street and Investing
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Wall Street Analytics
- Chapter 10 – 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 [...])
- 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 01 – 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 [...])
- 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 04 – Where Does Alpha Come From? (Where Does Stock Alpha and Alpha Return Come From?
"Life Is Alpha. The Rest Is Details." — Popular T-shirt at hedge fund manager events
There was a time not too long ago when, if you posed the question “Where does alpha come from?” to a roomful of academic financial economists, most of them would complain: “It’s a [...])
- 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 [...])
- Forward by Ted Aronson (Nerds on Wall Street Forward by Ted Aronson
Quantitative finance is not a topic usually associated with laughter. That is about to change with the publication of Nerds on Wall Street.
I was first exposed to Dave Leinweber’s wit when he delivered a speech entitled “Nerds on Wall Street.” I believe the event happened 20 or 25 [...])
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- Praise for “Nerds On Wall Street” ("Leinweber isn't half as crazy as people said! He foresaw the profound change that wired technology would bring to markets (robots trading millions of shares in six milliseconds). Now he nails the Stupid Financial Engineering Tricks that dumped the markets, and offers his patented, sound insights on how the nerds will help bring us back."
[...])
- 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 personal
finance software.
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
articles
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 [...])