1. Research Procedure My recent research papers High Frequency Trading, Macro events 2.
-
Upload
imogene-chase -
Category
Documents
-
view
213 -
download
1
Transcript of 1. Research Procedure My recent research papers High Frequency Trading, Macro events 2.
Guest Lecturer: Technische Universität Chemnitz
Robert [email protected]
Professor Emeritus of FinanceWestern Michigan UniversityKalamazoo, Michigan, U.S.A.
1
Research Procedure My recent research papers High Frequency Trading, Macro events
Outline
2
Key paper: G. Andrew Karolyi, 2011, “The Ultimate Irrelevance Proposition in Finance?, “ The Financial Review, 46, 2011, 485–512.
Related 1: Edward Leamer, E., 1983, “Let’s take the con out of econometrics,” American Economic Review, 73, 31–43.
Related 2: D. N. McCloskey, 1985, “The loss function has been mislaid: The rhetoric of significance tests,” American Economic Review Papers and Proceedings, 75, 201–205.
General: Writing Tips for Ph. D. Students, John H. Cochrane, Graduate School of Business, University of Chicago
Research Procedure, papers
3
“except in the limiting case of literally zero correlation, if the sample were large enough, all the coefficients would be significantly different from everything”
McCloskey, 1985, page 202
4
1. Does the paper mention the power of the tests?2. If the paper does mention the power of the test, does it do
anything about it?3. Does the paper use any type of simulations, such asMonte Carlo
or Bootstrap methods, to determine whether the coefficients are reasonable?
4. Does the paper distinguish between statistical and economic significance?
Survey Questions, 8, Karolyi
5
5. If the paper does distinguish between statistical and economic significance, does it clearly quantify the magnitude of the coefficients?
6. If the paper does distinguish between statistical and economic significance and if it does quantify the magnitude of the coefficients, does it carefully interpret these coefficients?
7. Does the paper report summary or descriptive statistics for variables used in the analysis?
8. Does the paper clearly specify a null hypothesis?
Survey Questions, 8, continued
6
All empirical papers published In Journal of Finance, Journal of Financial
Economics, and Review of Financial Services For years 1989, 1999, and 2009 Like survey by McCloskey, D.N. and S. Ziliak,
1996, “The standard error of regressions,” Journal of Economic Literature, 34, 97–114.
Karolyi, Survey
7
All empirical papers published In Journal of Finance, Journal of Financial Economics, and
Review of Financial Services For years 1989, 1999, and 2009 457 papers Update of survey in
Karolyi, Survey
8
1. Does the paper mention the power of the tests? 13.3%, 4.4%2. If the paper does mention the power of the test, does it do
anything about it? 9.0%, 16.7%3. Does the paper use any type of simulations, such asMonte Carlo
or Bootstrap methods, to determine whether the coefficients are reasonable? 21.9%, 13.2%
4. Does the paper distinguish between statistical and economic significance? 88.0%, 80.2%
Survey Questions, 8, Responses
9
5. If the paper does distinguish between statistical and economic significance, does it clearly quantify the magnitude of the coefficients? 56.7%, 66.5%
6. If the paper does distinguish between statistical and economic significance and if it does quantify the magnitude of the coefficients, does it carefully interpret these coefficients? 55.1%, 44.5%
7. Does the paper report summary or descriptive statistics for variables used in the analysis? 89.1%, 32.4%
8. Does the paper clearly specify a null hypothesis? 86.4%, 97.3%
Survey Questions, 8, continued
10
John Cochrane, Writing Tips for Ph. D. Students, pdf file, web address: http://faculty.chicagobooth.edu/john.cochrane/research/Papers/phd_paper_writing.pdf
Greg Mankiw blog, How to write well, web address: http://gregmankiw.blogspot.de/2006/10/how-to-write-well.html
aa
Links
11
McCloskey, writing, book, Economical Writing, 2nd Edition, 1999, Waveland Press, Inc.
R. Carter Hill, Professor Econometrics and Economics, Louisiana State University, web address: http://www.bus.lsu.edu/hill/writing_economics_papers.htm
Links, continued
12
Example
13
Example, continued
14
Another Example
15