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T5 · Timing

Direction before market-wide shocks

Before the market's biggest moves, did the member's trades point the right way?

What would look suspicious

An informed trader's trades just before a market-moving event point in the direction of the coming move.

Statistic

Hit rate over episodes (net dollar direction in the five trading days before each shock)

h^=X/n,X∼Bin(n,1/2) under H0\hat h=X/n,\quad X\sim\mathrm{Bin}(n,1/2)\text{ under }H_0

Inference

Exact binomial test, Clopper-Pearson interval, sign-flip permutation of the magnitude-weighted statistic

Decision rule

Fits if the one-sided exact p-value is significant after Holm and BH adjustment. Does not fit if the hit rate is below one half and T4 does not fit. Otherwise open question.

Equivalence margin δ

10 points above a coin flip (fixed before seeing the data)

Inputs

tradesbenchmark returnsdocumented episodes (optional)

Limitations

Few market-wide shocks fall within any one member's trading; most members have small episode counts.

Full derivation and algorithm: technical methodology (PDF), section T5.

Results across members

Fits patternOpen questionDoes not fitNot assessedScreening signal

0 fits · 43 open question · 51 do not fit · 152 not assessed (including 20 inconclusive for too few trades)

Distribution of member estimates (114 members)
0.0%margin 10.0%100.0%

Members flagged by this test

MemberReadingEstimateHolm pSummary
Earl L. "Buddy" Carter
Rep. · R-GA-1
Open question100.0%0.125Before 3 large market moves, the member's net trading pointed the right way 3 times.
Lance Gooden
Rep. · R-TX-5
Open question100.0%0.500Before 1 large market moves, the member's net trading pointed the right way 1 times.
Austin Scott
Rep. · R-GA-8
Open question100.0%0.500Before 4 large market moves, the member's net trading pointed the right way 4 times.
Ann Wagner
Rep. · R-MO-2
Open question100.0%0.500Before 1 large market moves, the member's net trading pointed the right way 1 times.
Lois Frankel
Rep. · D-FL-22
Open question63.9%0.530Before 36 large market moves, the member's net trading pointed the right way 23 times.
Josh Gottheimer
Rep. · D-NJ-5
Open question61.2%0.533Before 49 large market moves, the member's net trading pointed the right way 30 times.
David Rouzer
Rep. · R-NC-7
Open question100.0%0.750Before 3 large market moves, the member's net trading pointed the right way 3 times.
Robert P. Bresnahan, Jr.
Rep. · R-PA-8
Open question75.0%1.000Before 4 large market moves, the member's net trading pointed the right way 3 times.
Bill Cassidy
Sen. · R-LA
Open question63.6%1.000Before 11 large market moves, the member's net trading pointed the right way 7 times.
Katherine M. Clark
Rep. · D-MA-5
Open question62.5%1.000Before 8 large market moves, the member's net trading pointed the right way 5 times.
Christopher A. Coons
Sen. · D-DE
Open question66.7%1.000Before 3 large market moves, the member's net trading pointed the right way 2 times.
Ted Cruz
Sen. · R-TX
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Pat Fallon
Rep. · R-TX-4
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Robert Garcia
Rep. · D-CA-42
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Bill Hagerty
Sen. · R-TN
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
John W. Hickenlooper
Sen. · D-CO
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Val T. Hoyle
Rep. · D-OR-4
Open question66.7%1.000Before 3 large market moves, the member's net trading pointed the right way 2 times.
John James
Rep. · R-MI-10
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Julie Johnson
Rep. · D-TX-32
Open question80.0%1.000Before 5 large market moves, the member's net trading pointed the right way 4 times.
William R. Keating
Rep. · D-MA-9
Open question100.0%1.000Before 2 large market moves, the member's net trading pointed the right way 2 times.
Angus S. King, Jr.
Sen. · I-ME
Open question100.0%1.000Before 2 large market moves, the member's net trading pointed the right way 2 times.
Greg Landsman
Rep. · D-OH-1
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
John B. Larson
Rep. · D-CT-1
Open question100.0%1.000Before 2 large market moves, the member's net trading pointed the right way 2 times.
Susie Lee
Rep. · D-NV-3
Open question60.9%1.000Before 23 large market moves, the member's net trading pointed the right way 14 times.
Julia Letlow
Rep. · R-LA-5
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Morgan McGarvey
Rep. · D-KY-3
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Blake D. Moore
Rep. · R-UT-1
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Jared Moskowitz
Rep. · D-FL-23
Open question66.7%1.000Before 3 large market moves, the member's net trading pointed the right way 2 times.
Dan Newhouse
Rep. · R-WA-4
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Eleanor Holmes Norton
Rep. · D-DC-0
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Scott H. Peters
Rep. · D-CA-50
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Michael A. Rulli
Rep. · R-OH-6
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Robert C. "Bobby" Scott
Rep. · D-VA-3
Open question100.0%1.000Before 2 large market moves, the member's net trading pointed the right way 2 times.
Michael K. Simpson
Rep. · R-ID-2
Open question75.0%1.000Before 4 large market moves, the member's net trading pointed the right way 3 times.
Tina Smith
Sen. · D-MN
Open question66.7%1.000Before 3 large market moves, the member's net trading pointed the right way 2 times.
Lloyd Smucker
Rep. · R-PA-11
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Dan Sullivan
Sen. · R-AK
Open question80.0%1.000Before 5 large market moves, the member's net trading pointed the right way 4 times.
Thomas R. Suozzi
Rep. · D-NY-3
Open question63.6%1.000Before 22 large market moves, the member's net trading pointed the right way 14 times.
Shri Thanedar
Rep. · D-MI-13
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Tommy Tuberville
Sen. · R-AL
Open question71.4%1.000Before 7 large market moves, the member's net trading pointed the right way 5 times.
Tim Walberg
Rep. · R-MI-5
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.
Sheldon Whitehouse
Sen. · D-RI
Open question64.0%1.000Before 25 large market moves, the member's net trading pointed the right way 16 times.
George Whitesides
Rep. · D-CA-27
Open question100.0%1.000Before 1 large market moves, the member's net trading pointed the right way 1 times.