The bootstrap is a method for estimating the distribution of an estimator or test statistic by resampling one's data. It is often much more accurate in finite samples than are the approximations of (first-order) asymptotic distribution theory. First-order approximations to the distributions of statistics used in econometrics are often highly inaccurate. As a result, the true levels of tests and the coverage probabilities of confidence intervals can be very different from nominal levels based on first-order approximations. The bootstrap provides a practical method for overcoming these problems in many situations relevant to economic and statistical applications.
The symposium will include background papers on the theory and application of the bootstrap, papers presenting the results of new research, and computer laboratory sessions in which participants implement bootstrap methods using simulated and real data.
The symposium will take place 30 July 1996 through 6 August 1996 at the University of California, Berkeley. It is being organized by Joel Horowitz of the University of Iowa and Daniel McFadden of the University of California, Berkeley, under the sponsorship of the National Science Foundation and the UC Berkeley Econometrics Laboratory.
Questions and comments may be e-mailed to the symposium's coordinator, Ms. Grace Katagiri, at katagiri@econ.berkeley.edu .
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Tuesday |
Joel Horowitz, Economics, University of Iowa 9:00 - 10:30 a.m.; 608-7 Evans Hall Bootstrap and Higher-Order Asymptotics
Peter Bickel, Statistics, University of California, Berkeley
Jon Wellner, Statistics, University of Washington
Afternoon social (soft drinks and snacks)
Yihui Zhan, Statistics, University of Washington
Harry Paarsch, Economics, University of Iowa
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Wednesday
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David Freedman, Statistics, University of California, Berkeley 9:00 - 10:30 a.m.; 608-7 Evans Hall Bootstrapping Regression Models
Bradley Efron, Statistics, Stanford University
Joel Horowitz, Economics, University of Iowa
Afternoon social (soft drinks and snacks)
Qi Li, Economics, University of Guelph
Shaowen Wu, Economics, Ohio State University
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Thursday |
Rudy Beran, Statistics, University of California, Berkeley 9:00 - 10:30 a.m.; 608-7 Evans Hall Diagnosing Bootstrap Success (and Figure 1)
Jian-Jian Ren, Statistics, University of Nebraska
Soumendra Lahiri, Statistics, Iowa State University
Afternoon social (soft drinks and snacks)
Lutz Kilian, Economics, University of Pennsylvania
Moshe Buchinsky, Economics, Yale University
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Friday |
Whitney Newey, Economics, Massachusetts Institute of Technology 9:00 - 10:00 a.m.; 608-7 Evans Hall Bootstrap for GMM
Yuichi Kitamura, Economics, University of Minnesota
Lunch for the Yosemite group
People going quadratic hill climbing in Yosemite National Park should leave their packs in 639 Evans in the morning. Pick up your lunch around 11:30 and get ready to leave in vanpools promptly at noon. You'll be on your own for dinner at Curry Village when we arrive in the evening. Other meals during the camping trip will be catered by our gourmet chefs, Dan McFadden and Paul Ruud.
Photographs from Yosemite National ParkA full view of El Capitan as you enter Yosemite. This is a side view of El Capitan. Anyway you view it, that is a large chunk of rock. No one in the group felt inspired to climb it. A view of Yosemite falls (just the upper part) as you enter the park. The linear stepwise group walked a little bit stiffly when they got back, but everyone seemed to enjoy the falls (Claudia and Moshe Buchinsky, Paul Rilstone, Russell Davidson, and Yuichi Kitamura). A view of Half Dome as you approach Curry Village. Our cabins were just below Half Dome and North Dome. The quadratic hill climb group were exhausted but justifiably proud of having climbed Half Dome in record time (Emmanuel Flachaire, Chien-Hua Wu, Helge Blaker, Chris Stomberg, Dan Newlon, and Phillip Leslia). The Saturday dinner cooks, led by Dan McFadden. The group includes Sue Horowitz, Sumana Bandyopadhyay, Moshe and Claudia Buchinsky, and Grace Katagiri and Brad Itokazu. Here's Joel Horowitz (with Yuichi Kitamura), who organized this year's symposium, enjoying the dinner after a strenuous 16-mile hike in Tuolumne Meadows. The group included Paul Ruud and Bronwyn Hall, who look as though they don't quite know what to do about dinner.
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Monday |
Jogesh Babu, Statistics, Pennsylvania State University 9:00 - 10:30 a.m.; 608-7 Evans Hall Bootstrap and Other Resampling Schemes
Russell Davidson, GREQAM, France
Oliver Linton, Economics, Yale University
Afternoon social (soft drinks and snacks)
Emmanuel Flachaire, GREQAM, France
Bill Brown, Economics, Rice University
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Tuesday |
Paul Rilstone, Economics, York University 9:00 - 10:30 a.m.; 608-7 Evans Hall Second-Order Bias of Heckman's Estimator
Frank Diebold, Economics, University of Pennsylvania
Helge Blaker, Statistics, University of California, Berkeley
Armando Levy, Economics, University of California, Berkeley |
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G.Jogesh Babu Statistics Pennsylvania State U. |
Rudy Beran Statistics UC Berkeley |
Peter Bickel Statistics UC Berkeley |
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Bill Brown Economics Rice University |
Moshe Buchinsky Economics Yale University |
Russell Davidson GREQAM Paris, France |
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Frank Diebold Economics U. of Pennsylvania |
Bradley Efron Statistics Stanford University |
David Freedman Statistics UC Berkeley |
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Jinyong Hahn Economics U. of Pennsylvania |
Joel Horowitz Economics U. of Iowa |
George Judge Agr.& Resource Econ. UC Berkeley |
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Camilla Kazimi Economics UC San Diego |
Yuichi Kitamura Economics U. of Minnesota |
Soumendra N. Lahiri Statistics Iowa St. Univ. |
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Qi Li Economics Univ. of Guelph |
Oliver Linton Cowles Foundation Yale University |
G.S. Maddala Economics Ohio St. Univ. |
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Daniel McFadden Economics UC Berkeley |
Whitney Newey Economics M.I.T. |
Daniel Newlon National Science Foundation |
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Deborah Nolan Statistics UB Berkeley |
Harry Paarsch Economics Stanford University |
Jeff Perloff Agr. & Resource Econ. UC Berkeley |
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Jian-Jian Ren Statistics U. of Nebraska |
Paul Rilstone Economics York University |
Joseph Romano Statistics Stanford University |
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Thomas Rothenberg Economics UC Berkeley |
Paul Ruud Economics UC Berkeley |
Eugene Savin Economics U. of Iowa |
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Kenneth Train Economics UC Berkeley |
Mark Van Der Laan Biostatistics UC Berkeley |
Jon Wellner Statistics U. of Washington |
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Sumana Bandyopadhyay Economics York University |
Helge Blaker Statistics UC Berkeley |
Mitali Das Economics MIT |
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Emmanuel Flachaire GREQE-EHESS France |
Atsushi Inoue Economics U. Pennsylvania |
Lutz Kilian Economics U. Pennsylvania |
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Y-D. Lee Statistics Iowa St. U. |
Phillip Leslie Economics Yale University |
Armando Levy Economics UC Berkeley |
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Xuewen Lu Economics U. of Guelph |
Anat Sakov Statistics UC Berkeley |
Mary Stocken Accounting Pennsylvania St. U. |
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Chris Stomberg Economics UC San Diego |
Chien-Hua Wu Math & Stat U. Nebraska |
Shaowen Wu Economics Ohio St. U. |
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Yue Yu Economics U. of Iowa |
Yihui Zhan Statistics U. Washington |
Lan Zhou Statistics UC Berkeley |
During the symposium,
639 Evans Hall will be open from 8:00 am - 5:00 pm.
Here is some useful information for
our out-of-town participants.
Grace Katagiri
katagiri@econ.Berkeley.EDULast modified: 5 August 1996