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U.S. House of Representatives

Rep. Pat Fallon

Republican · Representative, TX-4

IntelligenceArmed ServicesOversight and Government Reform
Results across 16 tests
Fits patternOpen questionDoes not fitNot assessedScreening signal

No test fits; screening signal on disclosure timeliness (weaker evidence than a fit).

Trades disclosed
196
Jan 13, 2021 to Oct 31, 2022
Companies traded
26
Disclosed value
$12.1M–$28.1M
Sum of reported ranges
Filed after 45 days
4
Median filing lag 277 days

Scorecard

Select a test to see the estimate, interval, adjusted p-values and robustness checks.

T1Trade size50% of 193 trades were in the lowest disclosure band ($1,001-$15,000); trades just before large company-specific moves were not larger than usual.Open question

Question
Are the member's trades unusually large, especially just before news?

Insider signature
Informed trades are large relative to the trader's normal activity, because the profit from an informational edge scales with position size.

Analyst note
Lowest-band share 0.503, 90% Wilson [0.444, 0.561]. Event-linked size gap Delta_z = 0.00 (within-issuer permutation p = 1.000); 0 event-linked trades with z > 3 in bands of $50,001 or more.

Evidence
Statistical
Lowest-band share
50.3% [44.4%, 56.1%] 90%
p-value
1.000
Holm-adjusted p
1.000
BH q-value
1.000
0Estimate
This member50.3%
All computed statistics (9)
n193
lowest_band_share0.5026
lowest_band_ci[0.4438, 0.5613]
share_over_50k0.4352
max_z0
size_gap0
size_gap_p1
event_linked1
event_linked_outliers0
T2Breadth and concentration23 different companies; the effective number of equally sized positions is 11 and trading spans 61% of maximum sector diversity.Open question

Question
Is trading concentrated in a few companies rather than spread across a diversified portfolio?

Insider signature
Informed trading concentrates in the few issuers tied to the information.

Analyst note
Dollar HHI 0.088 (identified set [0.064, 0.145]); trade-count HHI 0.059 vs. 95th percentile 0.009 of 193 random draws from all congressional trades (p = 0.002). Normalized sector entropy 0.61 [0.56, 0.66]. Top three issuers (AAPL, MSFT, FDX) carry at least 23% of dollar volume.

Evidence
Statistical
Effective number of issuers
11 [7, 16] 90%
0Estimate
This member11
All computed statistics (13)
n193
issuers23
hhi_mid0.0882
hhi_bounds[0.0643, 0.1452]
n_eff11.3365
hhi_count0.0595
peer_benchmark_p950.0088
peer_benchmark_p0.0020
sector_entropy0.6144
sector_entropy_ci[0.5561, 0.6595]
top3_share_lower0.2317
top3[AAPL, MSFT, FDX]
top3_tied_to_eventsfalse
T4Event timing (abnormal returns)Across 172 priced trades, purchases and sales moved 1.88% in the trade's direction relative to the market over the next month on average.Open question

Question
Do purchases rise and sales fall more than the market in the weeks after the trade?

Insider signature
Purchases before price rises and sales before price falls.

Analyst note
Mean signed CAR(1,21) = 0.0188; 90% KP interval [-0.0233, 0.0609]; t_BMP = 2.29, r-bar = 0.058, t_KP = 0.68, Patell Z = 2.06, Corrado Z = 1.38. Dollar-weighted identified set [-0.0286, 0.0368]. Calendar-time alpha 11.69%/yr (NW t = 0.86, 253 days).

Evidence
Statistical
Mean signed 21-day CAR
+1.88% [−2.33%, +6.09%] 90%
p-value
0.250
Holm-adjusted p
1.000
BH q-value
0.983
Margin δ
0.5% per trade over 21 days
Robust to variants
Yes
0δEstimate
This member+1.88%
All computed statistics (16)
n172
theta0.0188
ci[-0.0233, 0.0609]
p0.2502
t_kp0.6754
rbar0.0577
se_cs0.0075
se_kp0.0255
t_cs2.5091
t_bmp2.2935
patell_z2.0640
corrado_z1.3842
dollar_weighted_bounds[-0.0286, 0.0368]
calendar_time[object Object]
calendar_alpha_ci[-4.26e-4, 0.0014]
by_horizon[object Object]
Robustness variantReadingEstimate
Horizon 5 daysOpen question+0.43%
Horizon 63 daysOpen question+2.67%
Excluding largest batch dateOpen question+2.18%
Self-owned accounts onlyOpen question+1.88%
Dollar-weighted (bounds)Open question+3.68%
Calendar-time alpha (annualized)+11.69%
T5Direction before market-wide shocksBefore 1 large market moves, the member's net trading pointed the right way 1 times.Open question

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

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

Analyst note
Hit rate 1.00, Clopper-Pearson 90% [0.05, 1.00]; exact one-sided p = 0.500; magnitude-weighted sign-flip p = 0.498. Episodes: benchmark days beyond three rolling standard deviations with trades in the prior five trading days, plus documented episodes when supplied.

Evidence
Statistical
Hit rate
100.0% [5.0%, 100.0%] 90%
p-value
0.500
Holm-adjusted p
1.000
BH q-value
1.000
Margin δ
10 points above a coin flip
0δEstimate
This member100.0%
All computed statistics (7)
n_episodes1
hits1
hit_rate1
ci[0.0500, 1]
p_exact0.5000
p_magnitude0.4981
episodes[[object Object]]
T7Disclosure timeliness36 of 78 trades (46.2%) were disclosed late; median lag 58 days. Another 4 were over 45 days from the trade but filed within 30 days of the stated notification date.Screening signal

Question
Were trades disclosed within the STOCK Act's 45-day limit?

Insider signature
Delayed disclosure can conceal well-timed trades.

Analyst note
Late share 0.462, Wilson [0.372, 0.554]; 90th percentile lag 114 days; longest 170 days. Late-minus-timely signed CAR 0.0560, p = 0.014.

Evidence
Statistical
Late share
46.2% [37.2%, 55.4%] 90%
p-value
0.014
Holm-adjusted p
0.140
BH q-value
0.168
Robust to variants
Yes
0Estimate
This member46.2%
All computed statistics (18)
n78
amendment_rows_excluded118
late36
late_from_trade40
excused_by_notification4
late_share0.4615
late_ci[0.3715, 0.5541]
median_lag58
p90_lag114
max_lag170
filings11
late_filings1
late_priced142
timely_priced30
late_priced_dates31
late_minus_timely_car0.0560
late_minus_timely_ci[0.0167, 0.0883]
late_minus_timely_p0.0140
Robustness variantReadingEstimate
Late from the trade date alone, ignoring notification datesOpen question51.3%
T8Committee overlap26% of the member's mapped trading by dollar value was in industries their committees oversee, against 7% for a comparable benchmark.Open question

Question
Does the member trade industries their committees oversee, and do those trades do better?

Insider signature
Members may trade on information about industries their committees oversee.

Analyst note
Committees HLIG, HSAS, HSGO; jurisdiction sectors Aerospace & Defense, IT Consulting & Other Services, Systems Software. Dollar share 0.255 (identified set [0.129, 0.441], bootstrap 0.167-0.376); benchmarks S&P 500 0.048, congressional peers 0.071.

Evidence
Descriptive
Jurisdiction excess share
18.4% [9.6%, 30.4%] 90%
Margin δ
0.5% per trade over 21 days
0δEstimate
This member18.4%
All computed statistics (15)
n172
in_jurisdiction_trades33
share0.2551
share_bounds[0.1287, 0.4406]
share_ci[0.1671, 0.3757]
benchmark_sp5000.0475
benchmark_peers0.0713
excess0.1838
excess_ci[0.0958, 0.3044]
committees[HLIG, HSAS, HSGO]
jurisdiction_sectors[Aerospace & Defense, IT Consulting & Other Services, Systems Software]
regression_errorError evaluating factor: TypeError: 'module' object is not callable y ~ J + C(sector) + C(month) ^^^^^^^^^
gamma1–
gamma1_ci[–, –]
gamma1_p–
T16Options and leverage91 option trades (46% of all reported trades); the underlying moved +3.82% in the trade's favour over a month.Open question

Question
Does the member use options, and do option trades point the right way?

Insider signature
Informed traders favour options because leverage raises the payoff to private information.

Analyst note
91 option trades (46% of all reported trades); the underlying moved +3.82% in the trade's favour over a month.

Evidence
Statistical
Option-trade signed CAR
+3.82% [−0.30%, +7.94%] 90%
p-value
0.055
Holm-adjusted p
0.491
BH q-value
0.426
Margin δ
0.5% per trade over 21 days
0δEstimate
This member+3.82%
All computed statistics (6)
option_trades91
option_share0.4643
option_car0.0382
option_ci[-0.0030, 0.0794]
option_p0.0546
priced83
T3Cadence and event proximity36% of trading days were batches of three or more companies; 39% of trades look routine; 0.5% of trades came within five trading days before a large company-specific move (chance alone: 6.0%).Does not fit

Question
Do trades arrive in routine rebalancing batches, or sporadically just before company news?

Insider signature
Opportunistic trades carry information and routine trades do not.

Analyst note
Batch-day share 16/45, Wilson [0.25, 0.48]; index of dispersion 9.30 (chi-square p = 0); routine share 0.39 (portfolio-routine or Cohen-Malloy-Pomorski two-year rule). Proximity share 0.005 vs. circular-shift null mean 0.060, p = 0.976.

Evidence
Statistical
Batch-day share
35.6% [24.9%, 47.8%] 90%
p-value
0.976
Holm-adjusted p
1.000
BH q-value
1.000
0Estimate
This member35.6%
All computed statistics (14)
n193
trade_days45
batch_share_trades0.7772
batch_day_share0.3556
batch_day_ci[0.2495, 0.4780]
dispersion_index9.3026
dispersion_p0
routine_share0.3886
proximity_share0.0052
proximity_null_mean0.0600
proximity_null_p950.1295
proximity_p0.9760
proximity_nonroutine0.0085
proximity_routine0
T10Behavior after scrutinyAfter scrutiny on 2021-07-29, trading ran at 0.14 times its earlier rate.Does not fit

Question
Did trading change after press scrutiny or an ethics inquiry?

Insider signature
A member who trades on information has an incentive to keep control of trading after scrutiny.

Analyst note
After scrutiny on 2021-07-29, trading ran at 0.14 times its earlier rate. Change point 2022-01-25 (p = 0.002).

Evidence
Statistical
Rate ratio after/before
0.14 [0.10, 0.18] 90%
0Estimate
This member0.14
All computed statistics (8)
changepoint2022-01-25
changepoint_LR41.0321
changepoint_p0.0020
tradeday_rate_before0.1636
tradeday_rate_after0.0050
scrutiny_date2021-07-29
rate_ratio0.1359
rate_ratio_ci[0.1009, 0.1810]
T11Performance relative to CongressAfter adjusting for noise, the member's trades rank at the 90% percentile of 134 members (shrunk estimate -0.28% per trade over a month).Does not fit

Question
After accounting for noise, does the member's trading beat that of other members?

Insider signature
A member with an information edge stands out from the cross-section of congressional traders.

Analyst note
Empirical Bayes: raw 0.0188, posterior -0.0028 (sd 0.0015); Congress mean -0.0028, between-member variance 0.000000.

Evidence
Statistical
Shrunk signed 21-day CAR
−0.28% [−0.53%, −0.03%] 90%
Margin δ
0.5% per trade over 21 days
0δEstimate
This member−0.28%
All computed statistics (8)
raw0.0188
posterior_mean-0.0028
posterior_sd0.0015
congress_mean-0.0028
tau20
percentile0.8955
members_compared134
lower95-0.0058
T13Co-trading with other members21% of trades had another member trading the same stock the same way within a week (chance alone: 21%).Does not fit

Question
Does the member trade the same stock in the same direction as other members at the same time more than chance predicts?

Insider signature
Shared nonpublic information spreads through networks and shows up as clustered trades.

Analyst note
Co-traded share 0.207; circular-shift null mean 0.212, 95th pct 0.280, p = 0.580. Co-traded signed CAR 0.0208, p = 0.282.

Evidence
Statistical
Co-traded share
20.7%
p-value
0.282
Holm-adjusted p
1.000
BH q-value
0.902
Robust to variants
Yes
All computed statistics (10)
n193
cotraded_share0.2073
null_mean0.2122
null_p950.2803
excess_p0.5800
cotraded_share_wo_top0.2021
excess_p_wo_top0.4700
cotraded_car0.0208
cotraded_car_ci[-0.0379, 0.0794]
cotraded_car_p0.2825
Robustness variantReadingEstimate
Without M001157, the member with the most trades, in the co-trade indexDoes not fit20.2%
T6Control and independenceNo documentary record of trading arrangements or absence periods was available.Not assessed

Question
Does the member direct the trades, and does trading change when the member's access to information changes?

Insider signature
The person holding the information directs the trade.

Analyst note
No documentary record of trading arrangements or absence periods was available.

Evidence
Not computed
T9Policy-topic overlap23 trades in industries the member's committees oversee came in the month before a committee or floor action on a bill; they moved +1.75% in the trade's favour, -0.15% relative to the member's other trades.Inconclusive (too few trades)

Question
Did trades in stocks affected by the member's legislative work come before votes and move the right way?

Insider signature
Trading on knowledge of legislation before it is public.

Analyst note
theta_9 = 0.0175; pre-event minus other trades = -0.0015 [-0.0266, 0.0278], p = 0.546; mean pre-trade drift psi = -0.0191.

Evidence
Statistical
Pre-event minus other trades, signed CAR
−0.15% [−2.66%, +2.78%] 90%
p-value
0.546
Holm-adjusted p
1.000
BH q-value
0.848
Margin δ
0.5% per trade
Robust to variants
Yes
0δEstimate
This member−0.15%
All computed statistics (13)
n23
n_other149
theta90.0175
diff-0.0015
ci[-0.0266, 0.0278]
p0.5460
pre_trade_drift-0.0191
pre_trade_drift_significantfalse
events406
events_by_kind[object Object]
affected_share_of_priced_trades0.1337
trade_dates12
placebo_reading–
Robustness variantReadingEstimate
Window 15 daysOpen question−0.90%
Window 60 daysOpen question+0.48%
Excluding largest batch dateOpen question+0.56%
Placebo: month after events–
T12Anticipation of large stock moves4 trades were followed within two weeks by a large company-specific move; 2 were on the profitable side.Inconclusive (too few trades)

Question
When a traded stock made a large unexpected move soon after the trade, was the trade on the right side?

Insider signature
Buying shortly before a large jump or selling shortly before a large drop.

Analyst note
Hit rate 0.50, Clopper-Pearson [0.10, 0.90], exact one-sided p = 0.688; threshold |AR| > 3 sigma.

Evidence
Statistical
Hit rate
50.0% [9.8%, 90.2%] 90%
p-value
0.688
Holm-adjusted p
1.000
BH q-value
1.000
Margin δ
10 points above a coin flip
0δEstimate
This member50.0%
All computed statistics (6)
n4
hits2
hit_rate0.5000
ci[0.0976, 0.9024]
priced172
share_followed0.0233
T14Family-account tradesNo trades were reported in a spouse's or dependent's name.Not assessed

Question
Do trades in a spouse's or dependent's name do better than the member's own?

Insider signature
Routing informed trades through family accounts.

Analyst note
No trades were reported in a spouse's or dependent's name.

Evidence
Descriptive
Margin δ
0.5% per trade over 21 days
All computed statistics (2)
family_trades0
owner_unknown0
T15Short-swing round trips56 buy-and-sell round trips within six months; in the month after opening, those positions moved +0.18% in the trade's favour relative to the market.Inconclusive (too few trades)

Question
Does the member buy and sell the same stock within six months, and do those round trips beat the market?

Insider signature
Short-horizon round trips capture a temporary informational edge.

Analyst note
Opening-trade signed CAR(1,21) 0.0018 [-0.0516, 0.0551], t_KP = 0.02, over 49 priced openings. Realized market-adjusted return to the closing trade averaged +1.86% (win rate 57%); it is shown for context only because exit timing is chosen after the fact.

Evidence
Statistical
Opening-trade signed 21-day CAR
+0.18% [−5.16%, +5.51%] 90%
p-value
0.493
Holm-adjusted p
1.000
BH q-value
0.999
Margin δ
0.5% per trade over 21 days
0δEstimate
This member+0.18%
All computed statistics (9)
round_trips56
share_in_round_trips0.5803
priced28
realized_mean0.0186
realized_win_rate0.5714
opening_car0.0018
ci[-0.0516, 0.0551]
p0.4935
openings_priced49

Documented episodes

Trades placed near a documented market or policy event, and which way the market moved next.

Market move on 2022-01-28
–
1 trade(s) in the prior five trading days
+2.48%

S&P 500 (SPY) daily move (Jan 28, 2022)

Right way.

Disclosed trades per monthPurchasesSales
20212022

Largest positions traded

CompanyTradesDisclosed value
AAPL Apple Inc.14$2M to $4.1M
MSFT Microsoft Corporation11$1.9M to $3.8M
FDX FedEx Corporation16$1.3M to $2.9M
CVX Chevron Corporation18$908K to $2.3M
PYPL PayPal Holdings, Inc.12$955K to $2.2M
VZ Verizon Communications Inc.13$836K to $1.9M
FB Facebook, Inc. - Class A7$717K to $1.6M
AAL American Airlines Group, Inc.17$561K to $1.5M

All disclosed trades

Amounts are the ranges reported on the filing. Late filings are those made more than 45 days after the trade.

JSON · CSV
196 trades
Trade dateAssetTypeAmountOwnerFiled after5-day CAR
Oct 31, 2022TWTR Twitter, Inc.Sale$50K to $100Kself31 d–Filing
Jan 24, 2022TWTR Twitter, Inc.Purchase$50K to $100Kself15 d–Filing
Jan 19, 2022TWTR Twitter, Inc.Purchase$15K to $50Kself20 d–Filing
Jan 7, 2022VZ Verizon Communications Inc.Sale$250K to $500Kself32 d+1.4%Filing
Dec 16, 2021TWTR Twitter, Inc.Sale$15K to $50Kself43 d–Filing
Dec 16, 2021TWTR Twitter, Inc.Purchase$15K to $50Kself43 d–Filing
Nov 30, 2021ORCC Owl Rock Capital CorporationPurchase$50K to $100Kself29 d–Filing
Nov 19, 2021PYPL PayPal Holdings, Inc.Purchase$50K to $100Kself11 d−1.8%Filing
Nov 19, 2021LUV Southwest Airlines CompanyPurchase$100K to $250Kself11 d−3.7%Filing
Nov 19, 2021TWTR Twitter, Inc.Purchase$1,001 to $15Kself176 d–Filing
Nov 19, 2021TWTR Twitter, Inc.Sale$1,001 to $15Kself176 d–Filing
Nov 19, 2021VZ Verizon Communications Inc.Sale$1,001 to $15Kself176 d−2.1%Filing
Nov 15, 2021PYPL PayPal Holdings, Inc.Purchase$100K to $250Kself44 d−11.4%Filing
Nov 15, 2021PYPL PayPal Holdings, Inc.Purchase$100K to $250Kself44 d−11.4%Filing
Oct 26, 2021PYPL PayPal Holdings, Inc.Sale$1,001 to $15Kself9 d+7.6%Filing
Oct 26, 2021AMZN Amazon.com, Inc.Sale$1,001 to $15Kself200 d+2.7%Filing
Oct 26, 2021PYPL PayPal Holdings, Inc.Sale$1,001 to $15Kself200 d+7.6%Filing
Oct 18, 2021CVX Chevron CorporationSale$100K to $250Kself208 d−1.6%Filing
Oct 18, 2021CRWD CrowdStrike Holdings, Inc. - Class ACommitteeSale$100K to $250Kself208 d+4.6%Filing
Oct 4, 2021VZ Verizon Communications Inc.Sale$1,001 to $15Kself1 d+3.4%Filing
Oct 4, 2021SQ Square, Inc. Class APurchase$100K to $250Kself31 d–Filing
Oct 4, 2021VZ Verizon Communications Inc.Sale$1,001 to $15Kself31 d+3.4%Filing
Oct 4, 2021AMZN Amazon.com, Inc.Sale$1,001 to $15Kself222 d−0.9%Filing
Oct 4, 2021AAL American Airlines Group, Inc.Sale$1,001 to $15Kself222 d+8.0%Filing
Oct 4, 2021BA Boeing CompanyCommitteeSale$1,001 to $15Kself222 d+0.7%Filing
Oct 4, 2021FDX FedEx CorporationSale$1,001 to $15Kself222 d−0.0%Filing
Oct 4, 2021LUV Southwest Airlines CompanySale$1,001 to $15Kself222 d+7.9%Filing
Oct 4, 2021SQ Square, Inc. Class ASale$1,001 to $15Kself222 d–Filing
Oct 4, 2021TWTR Twitter, Inc.Sale$1,001 to $15Kself222 d–Filing
Oct 4, 2021DIS Walt Disney CompanySale$1,001 to $15Kself222 d+1.6%Filing
Oct 1, 2021CRWD CrowdStrike Holdings, Inc. - Class ACommitteePurchase$15K to $50Kself4 d−3.2%Filing
Oct 1, 2021CRWD CrowdStrike Holdings, Inc. - Class ACommitteePurchase$1,001 to $15Kself4 d−3.2%Filing
Oct 1, 2021 CrowdStrike Holdings, Inc. - ClassPurchase$1,001 to $15Kself4 d–Filing
Oct 1, 2021CRWD CrowdStrike Holdings, Inc. - Class ACommitteePurchase$1,001 to $15Kself4 d−3.2%Filing
Oct 1, 2021CRWD CrowdStrike Holdings, Inc. - Class ACommitteePurchase$1,001 to $15Kself4 d−3.2%Filing
Oct 1, 2021CRWD CrowdStrike Holdings, Inc. - Class ACommitteePurchase$100K to $250Kself34 d−3.2%Filing
Oct 1, 2021CVX Chevron CorporationSale$1,001 to $15Kself225 d−2.5%Filing
Oct 1, 2021CRWD CrowdStrike Holdings, Inc. - Class ACommitteeSale$1,001 to $15Kself225 d+3.2%Filing
Sep 28, 2021ORCC Owl Rock Capital CorporationPurchase$50K to $100Kself92 d–Filing
Aug 25, 2021DE Deere & CompanySale$100K to $250Kself9 d+1.2%Filing
Aug 10, 2021DE Deere & CompanySale$100K to $250Kself24 d+1.2%Filing
Aug 10, 2021DE Deere & CompanyPurchase$100K to $250Kself24 d−1.2%Filing
Aug 10, 2021 Southwest Airlines CompanySale$1,001 to $15Kself24 d–Filing
Aug 10, 2021AAL American Airlines Group, Inc.Sale$1,001 to $15Kself277 d+8.8%Filing
Aug 10, 2021AAL American Airlines Group, Inc.Sale$1,001 to $15Kself277 d+8.8%Filing
Aug 10, 2021CVX Chevron CorporationSale$1,001 to $15Kself277 d+1.6%Filing
Aug 10, 2021DE Deere & CompanySale$1,001 to $15Kself277 d+1.2%Filing
Aug 10, 2021LUV Southwest Airlines CompanySale$1,001 to $15Kself277 d+5.4%Filing
Jul 23, 2021CRWD CrowdStrike Holdings, Inc. - Class ACommitteeSale$100K to $250Kself295 d+7.0%Filing
Jul 19, 2021AAPL Apple Inc.Sale$250K to $500Kself299 d+1.1%Filing