Note: Some of this material (particularly the institutional material) is no longer current. Some the links off this page (including the class video links) are no longer active. Caveat browsor.

 

Trading and Markets, B40.3349, Spring 2004
Last updated on Wednesday, November 8, 2006 10:37 AM

Professor Joel Hasbrouck
MEC 9-86, 998-0310

jhasbrou@stern.nyu.edu
www.stern.nyu.edu/~jhasbrou

Monday evenings from 6-9pm,
Tisch UC-65.

 

Overview

Announcements

Schedule (and video links)

Organizational details

Topics

Where are we now?

FAQ

Online bibliography

Course page for Fall 2002


Announcements

Grades will be turned in and emailed on Friday, May 21. I’ll send you an email directly. Paypal checks will be emailed shortly thereafter. Thursday, May 20.

Quiz 3 (the final) will be partially cumulative: it will cover material after auctions (i.e., March 8 onwards). Sample problems that cover batch markets through Nasdaq are indicated in the "Quiz 2" announcement below. (These haven't changed from when they were first posted.) I have also prepared some sample problems for the last third of the course: download problems and answers for last third.

Quiz 2 will be 6 short verbal questions plus14 true-or-false questions. Most of the questions deal with specific trading procedures and situations. Monday, April 19

Quiz 2 will be on April 19, 6-7pm. We have a class speaker in the second-half of the session, so please try to be on time. The quiz covers batch markets through Nasdaq (Sections 3-11). It does not cover alternative trading systems. For some of the material, I’ve compiled problems (download problems and answers). Other material (e.g., “Dealer markets”) is more conceptual and lends itself to longer essay-type questions. I expect that the quiz will be mostly (at least two-thirds) short answer, dealing with trading procedures on the markets we’ve looked at in depth (Merc, Euronext, NYSE, Nasdaq).

For your stock analysis project, I've revised the data guide to incorporate CRSP (daily) stock data as well as the TAQ (intraday) data. The revised guide is Working with the WRDS (TAQ and CRSP) data; the revised spreadsheet is CGX02.xls. I’ve also sent an email with alternate company suggestions and other updates. April 6, 2004.

To help in your stock analysis project, I’ve written up a short guide to Working with the TAQ data and provided a sample spreadsheet CGX.xls. The TAQ data are available on the Wharton Research Data System (WRDS). You should have received an email with access instructions. I’ve also posted a copy of the TAQ User’s Guide.

The quiz 1 results have all been emailed. To each person who took the quiz, I sent an email that contained your grade, you (scanned and graded) quiz and the key. A small number of these emails were returned due to problems with the recipients mailboxes. If you have not received this email, then email me and we’ll try to figure out what went wrong. March 13, 2004.

In class, someone asked me a question about common value auctions. It went something like this: “Well, I can see that if your estimate is much higher than you were expecting, you’d think that it was an overestimate. But what if your signal is very low? Wouldn’t you then think that it’s an underestimate of the true value?” My answer was “Yup.” But on reflection, there’s a little more to things. Even though I think it’s an underestimate, if I win then it is still the highest of all the estimates. In other words, my low signal is still an overestimate if I win. I put some more material in the notes. Also, I found an error (a minor formula in section 2.7). Both of these changes are in corrections. March 3, 2004

The auction results have been sent out. (Actually, they were sent out twice, the first set being in error.) March 3, 2004

The first quiz will be next Monday, March 8. I’ve sent out an email with some of the details. I sent the emails to your “…@stern.nyu.edu” email address. If you did not receive it, please email me to let me know. Bargaining and auction problems with answers. March 1, 2004

SternBay Version 1.1 is now available. (I've added common value auctions.) This is a simulated auction exercise that illustrates the various auction formats. You will need the Macromedia Flash player plug-in for your browser. SternBay works with version 7 of the Flash player; I haven't tested it with version 6. February 26, 2004.

The reading packet is now available in the bookstore. February 9, 2004.

The Iowa Electronic Market is a fun place to visit. This is an electronic futures market that trades (among other things) contracts based on political outcomes. For example, one of the contracts pays off $1 if John Kerry is the Democratic Presidential nominee. The prices of these contracts tell you how market participants view the probabilities of the associated outcomes. The market is open to students. If you are interested in playing, visit the site and read all the pertinent warnings. You will be investing real money, all of which you might lose. January 25, 2004.

Overview

This course is fundamentally about the operation, design and regulation of securities markets. However, since securities markets involve bargaining, auctions and continuous markets, the course will illuminate basic principles that are applicable to market mechanisms for other sorts of goods and services.

The course draws on material from

  • Classical or pure economic analysis. Sometimes simple models can usefully illustrate the essentials of a trading situation.
  • Behavioral finance and economics. The psychological perspective on trading behavior is too compelling to ignore.
  • Games. We'll be playing in-class trading games involving bargaining, auctions and pit markets. You will be paid in real money.
  • Computerized trading simulations. These are games in which you can play at being a trader. These are solo exercises (you vs. a machine).
  • Operations of existing markets. How does trading actually occur in stock/bond/options/FX markets? How well do these markets satisfy the needs of the customers? How are they likely to change? How are they regulated? We'll be covering equity markets in great detail (and the others in somewhat less detail).
  • Regulation. We'll be examining certain SEC regulations and positions that have affected the evolution and operation of securities markets.
  • Outside speakers.

Schedule

The quiz dates are firm; everything else is tentative. In-class games do not count toward the grade. They are marked on the schedule, but note that they are not the only thing that will be covered on that day.

Session

Dates (Mondays)

Notes

Video links

Quizzes (in class)

Material covered

1

9-Feb

 

Feb 9 Class

 

Bargaining (Bargaining in-class game)

 

16-Feb

Presidents Day
No class

 

 

 

2

23-Feb

 

Feb 23 Class [See note 1]

 

Auctions (Auction in-class game)

3

1-Mar

 

March 1 Class

 

Auctions

4

8-Mar

 

March 8 Class

Quiz on bargaining and auctions

Batch markets

 

15-Mar

Spring break
No class

 

 

 

5

22-Mar

 

March 22 Class

 

Floor (pit) markets
Dealer markets

6

29-Mar

 

March 29 Class

 

Electronic limit order book markets
Speaker: David Krell, International Securities Exchange

7

5-Apr

1st night of Passover
Class meets

April 5 Class

 

Euronext (Paris)
NYSE

8

12-Apr

7th night of Passover
Class meets

April 12 Class

 

Nasdaq
Alternative trading systems

9

19-Apr

 

(No video available for quiz or Sofianos talk.)

Quiz on trading rules and procedures (Batch markets through Nasdaq; sections 3-11 in the notes)

Speaker: George Sofianos, Goldman Sachs

10

26-Apr

 

April 26 Class (Video does not cover Jeff Benton's talk. His slides are available on the right.)

 

Trading cost measurement
Speaker: Jeff Benton (NYSE Specialist) Slides NYSE-Nasdaq execution comparison

11

3-May

 

May 3 Class

 

Transaction costs, consolidation, fragmentation; Rule 390 and Reg NMS

12

10-May

 

 

Final quiz (cumulative)

 

Note 1. The tape does not cover the last 30 minutes or so of the class. During that 30 minutes, I went over replays of actual securities auctions. These auctions were conducted by the Grant Street Group, who kindly gave me permission to show them in class, but not otherwise make them available. The auctions are very interesting to see, but we didn’t cover anything that will be on the quiz.

Organizational

Materials

There is no text; the NYU Professional Bookstore carries the reading packet. The reading packet is published by Xanedu: when you buy the print copy, you also get electronic access. The packet does not include all of the required readings. Readings not in the packet are available online via links given below.

Course requirements:

       Three in-class quizzes (including the final, which will be cumulative)

       A case analysis. This will involve analyzing the price reaction of a stock (which I’ll assign) to a news announcement.

Prerequisites

There are no formal prerequisites. However, some prior exposure to finance is useful because we'll be dealing primarily with securities markets.  Microeconomics is useful because the notions of supply, demand and economic equilibrium underlie just about every trading situation.  Statistics comes in when we need to design strategies in situations involving risk or evaluate the performance of existing markets.

Class sessions

You are responsible for knowing what goes on in class. In general, I distribute copies of class notes that cover the main points of the material, but not everything. I also post these notes to the web (this page). I’ll try to have the class sessions videotaped, but I can’t guarantee coverage or quality of the videos.

Communication

I’ll send important notifications via email. All messages will go to your Stern email address. If you want these messages to be routed elsewhere, you’ll need to set that up with Stern IT.

In-class games.

       These are structured trading exercises in which you will be playing against each other (and sometimes me). The purpose of these games is to give you experience with trading situations and your own reactions to them. The games will give you the opportunity to try strategies that people use in real markets (bluffing, low-ball bids, etc.). You may also get the chance to try out strategies that would probably get you into trouble in the real world.

       The payoffs of these games will be denominated in dollars. At the end of the semester, these “game dollars” will be converted into real dollars (cash, moolah, green stuff, etc.)

       I’ll be making payments via PayPal. To receive the payment, you must complete the course, report your address and SSN (for NYU recordkeeping), and have a US bank account (required by PayPal).

       At this point, I plan for the total payout pool for the class to be about $20 per student. (Your actual payment will depend on the outcomes of the games.)

Topic Outline

Readings marked by "*" are in the reading packet. Other readings are available online via the bibliography. The cumulative and corrected class notes and overheads are available as Part A (Introduction through Auctions); Part B (Batch clearing mechanisms through Nasdaq); Part B, Problems; Part C (Alternative exchanges onwards). (These documents include most, but not all, materials handed out in class)

1. Introduction.

2. Bargaining ("Two people", buyer and seller) Bargaining class notes

a. Readings (links, when available are in References)

Bergstrom and Miller, Experiment 14 (“Deals for wheels”)*; Thaler (1988a), Camerer and Thaler (1995), Kagel, Kim, and Moser (1996), Rubinstein (1982) Bibliography

b. Links

Cybersettle, GovPX, LiquidNet all have bilateral negotiation facilities. The Cybersettle protocol is well-documented on the web site. The GovPX and LiquidNet protocols are not documented.

3. Auctions (Many buyers and one seller, or many sellers and one buyer) Auction class notes I; Auction class notes II; T-Bond auction material; Supplementary auction results

a. Readings (links, when available are in References)

Bergstrom and Miller, Ch. 13* is a basic introduction to the subject; Klemperer (2002) gives more depth; Thaler (1988b) discusses the winner’s curse. Klemperer (1999) explores some practical problems in implementing auctions.
Supplemental: Much of what we know about auctions comes from field observation and experiments. Laffont (1997) reports field observations.

b. Links

US Treasury Securities; The Grant Street Group (formerly Muniauction) runs a large number of debt security auctions; W.R. Hambrecht's OpenIPO runs initial public offering auctions.

4. Batch clearing mechanisms (Many buyers, many sellers, all trading occurs at one time) Batch market notes

a. Readings (links, when available are in References)

"A market for apples," Bergstrom and Miller (in packet); especially the “Discussion” on pp. 7-24.

FAQ on the fixing process in the London gold market

Section XI in Summary of the SuperMontage system (Nasdaq (2004b))

b. Links

London Bullion Market Association

Nasdaq SuperMontage homepage;

5. Continuous security markets: floor (pit) markets Floor and dealer market notes

a. Readings (links, when available are in References)

Excerpts from CME rule book

Summary of “marking the close” cases

b. Links

The CME website is excellent and thorough. Off the home page, the link sequence Education Getting started Basics of trading CME futures and options leads to a useful summary of the trading process. The entire official rule book is available on line.

6. Continuous security markets: dealer markets

a. Readings (links, when available are in References)

For the US Treasury market: Dupont and Sack (1999), pp.785–791, esp. 787–790

b. Links

EBS and GovPX.

7. Continuous security markets: electronic limit order book markets Class Notes; DK ppt; DK pdf; 10b5

a. Readings (links, when available are in References)

Euronext Cash Markets Trading Manual (copy on my web site)

b. Links

Island/Instinet is the dominant electronic communications network in US equities

Archipelago (now merged with the Pacific Stock Exchange) is the

8. Euronext

The Euronext markets (Paris, Brussels, etc.) employ batch clearings, electronic limit order books and dealers.

a. Readings (links, when available are in References)

Euronext Cash Markets Trading Manual (copy on my web site). This is a fairly concise description of the trading process.

b. Links

Euronext web site

Euronext Harmonized Market Rules (copy on my web site) is lengthier and more detailed than the Trading Manual.

9. The New York Stock Exchange Class handout: NYSE I and II SEC Settlement with Spear-Leeds

a. Readings (links, when available are in References)

Excerpts from the NYSE Floor Official Manual 2003. The material distributed in class supersedes the material in the reading packet.

b. Links

NYSE web site

The SEC's recent settlement with the specialists involved specialists trading ahead of public customers in the same direction and at the same price. A recent UK case involving Morgan Grenfell describes front-running that is in some respects similar. See the Financial Services Authority press release.

10. Nasdaq Class handout

a. Readings (links, when available are in References)

The Nasdaq stock market: historical background and current operation (Smith, Selway, and McCormick (1998)) summarizes Nasdaq’s history. Read only sections 1 and 2 (through page 14). (Subsequent material is not generally current.)

About Nasdaq (Nasdaq (2004a)) is a good overview of the current market.

Summary of the SuperMontage System (Nasdaq (2004b)) describes the current operation of Nasdaq’s key system.

Nasd Notice to Members 03-74 (NASD (2004)) contains a summary of the Manning rules

SEC Order Handling Rules (Summary)

Nasd Notice to Members 99-99 (NASD (1999)) elaborates on the limit order display rule.

b. Links and supplementary materials

NASD is the website of the parent organization

NASD Regulation, Inc. (“NASD-R”) is the regulatory arm of NASD

www.nasdaq.com is the nasdaq investor site

www.nasdaqtrader.com contains more detail info on SuperMontage and Nasdaq’s other trading systems.

The U.S. SEC conducted an investigation into the collusion charges and released a "21a" report with appendices.  The SEC administrative law decision.

SEC order handling rules (full text)

11. Alternative trading systems

a. Readings

Summary of SEC’s “Reg ATS” (Section I.C of the final rule)

ITG, Inc.’s POSIT crossing is described in their POSIT Brochure.

The various Instinet crossings are described in their Crossing Brochure. Also, see their News Policy.

b. Links and supplementary materials

The new NYSE crossing sessions III and IV are not yet implemented nor are they well-documented. They are summarized in the excerpt from the Federal Document Register.

Full text of Reg ATS

ITG, Inc. (operator of Posit and Triact)

Instinet (close and vwap crossing sessions)

Nyfix (operator of the Millenium ATS)

12. Trading cost measurement
Speaker (April 19): George Sofianos, Goldman Sachs,
ppt pdf
April 26 Handout on Trading cost measurement (also covers ATS’s)

a. Readings

Perold (1988), “The information shortfall approach to trading costs” (in reading packet)

Introduction (Section I) to the SEC’s Final Rule … (see full text link below)

b. Links and supplementary materials

SEC’s Final Rule: Disclosure of Order Execution and Routing Practices (Rules 11Ac1-5 and -6) Full Text.

13. Introduction to trading objectives, costs and strategies Notes (also includes “Consolidation” and “Reg NMS”)

14. Consolidation and fragmentation of markets

a. Readings

SEC’s Rule 390 Concept Release, sections IV.A and IV.C.2 only (see link below)

b. Links and supplementary materials

SEC’s Rule 390 Concept Release web pdf

Report of the [SEC] Advisory Committee On Market Information: A Blueprint For Responsible Change (“Seligman Commission”) Final report web page

On February 28 and February 29, 2000, the Senate Banking Committee held hearings on market structure. These hearings initiated a search for a consensus among Wall Street institutions. At one point it looked likely that we might have a consolidated limit order book (“CLOB”). This momentum died out as quickly as it seemed to have started.

15. The SEC’s “Reg NMS”

a. Readings

The Reg NMS proposal is very long and complex. I’ve compiled a book-marked pdf copy. Read only the following sections:

I. Preliminary statement

II. Objectives for rule proposals

III.A Trade-through proposal (executive summary)

IV.B.1 and IV.B.2 Proposed access to bids and offers

V.A Sub-penny proposal (introduction); V.D Nasdaq’s proposal; V.F Discussion of the proposed rule.

VI.A Market data proposal (introduction)

b. Links and supplementary materials

On the SEC’s web site are: NMS proposal (web format) and comment letters

16. We are roughly here► Equity IPO auctions and Google (Supplemental only; not covered on final quiz) Notes

 

References / Online Bibliography

The following reference list contains live links to sources. For these readings, you should download them to a single computer and/or print out a single copy. For some of these links to work, you’ll need access to JSTOR and/or Econbase. You automatically have this access if you are working from a campus connection. If you’d like off-campus access, you’ll need to set up a proxy account with the NYU library. Go to http://library.nyu.edu/help/proxy.html

 

 

Camerer, Colin, and Richard H. Thaler, 1995, Anomalies: ultimatums, dictators and manners, Journal of Economic Perspectives 9, 209-219.

Dupont, Dominique, and Brian Sack, 1999, The treasury securities market: overview and recent developments, Federal Reserve Bulletin, 785-806.

Kagel, John H., Chung Kim, and Donald Moser, 1996, Fairness in ultimatum games with asymmetric information and asymmetric payoffs, Games and Economic Behavior 13, 100-110.

Klemperer, Paul, 1999, Auction theory: a guide to the literature, Journal of Economic Surveys 13, 227-260.

Klemperer, Paul, 2002, What really matters in auction design, Journal of Economic Perspectives 16, 169-189.

Laffont, Jean-Jaques, 1997, Game theory and empirical economics: the case of auction data, European Economic Review 41, 1-35.

NASD, 99, Nasd notice to members 99-99.

NASD, 2004, Notice to members 03-74 (Limit order protection).

Nasdaq, 2004a, About Nasdaq.

Nasdaq, 2004b, Summary of the SuperMontage system.

Perold, Andre, 1988, The implementation shortfall: Paper vs. reality, Journal of Portfolio Management 14, 4-9.

Rubinstein, Ariel, 1982, Perfect equilibrium in a bargaining model, Econometrica 50, 97-110.

Smith, J. W., Selway, J. P. I., McCormick, D. T., 1998. The Nasdaq stock market: historical background and current operation. Unpublished working paper. Nasdaq working paper 98-01.

Thaler, Richard H., 1988a, Anomalies: the ultimatum game, Journal of Economic Perspectives 2, 195-206.

Thaler, Richard H., 1988b, Anomalies: the winner's curse, Journal of Economic Perspectives 2, 191-202.