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U.S. House of Representatives

Rep. Blake D. Moore

Republican · Representative, UT-1

BudgetWays and Means
Results across 16 tests
Fits patternOpen questionDoes not fitNot assessedScreening signal

No test fits; open questions on breadth and concentration, direction before market-wide shocks, disclosure timeliness.

Trades disclosed
152
Jan 20, 2021 to Jan 19, 2024
Companies traded
26
Disclosed value
$574.2K–$3.2M
Sum of reported ranges
Filed after 45 days
1
Median filing lag 55 days

Scorecard

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

T2Breadth and concentration24 different companies; the effective number of equally sized positions is 10 and trading spans 70% 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 0.096 (identified set [0.049, 0.295]); trade-count HHI 0.063 vs. 95th percentile 0.010 of 150 random draws from all congressional trades (p = 0.002). Normalized sector entropy 0.70 [0.60, 0.75]. Top three issuers (SPY, WYNN, VUG) carry at least 14% of dollar volume.

Evidence
Statistical
Effective number of issuers
10 [3, 20] 90%
0Estimate
This member10
All computed statistics (13)
n150
issuers24
hhi_mid0.0963
hhi_bounds[0.0489, 0.2953]
n_eff10.3863
hhi_count0.0629
peer_benchmark_p950.0105
peer_benchmark_p0.0020
sector_entropy0.6961
sector_entropy_ci[0.6041, 0.7467]
top3_share_lower0.1426
top3[SPY, WYNN, VUG]
top3_tied_to_eventstrue
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 = 0.493. 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_magnitude0.4932
episodes[[object Object]]
T7Disclosure timeliness76 of 152 trades (50.0%) were disclosed late; median lag 55 days.Open question

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 0.500, Wilson [0.434, 0.566]; 90th percentile lag 143 days; longest 178 days. Late-minus-timely signed CAR 0.0138, p = 0.166.

Evidence
Statistical
Late share
50.0% [43.4%, 56.6%] 90%
p-value
0.166
Holm-adjusted p
1.000
BH q-value
0.493
0Estimate
This member50.0%
All computed statistics (18)
n152
amendment_rows_excluded0
late76
late_from_trade76
excused_by_notification0
late_share0.5000
late_ci[0.4339, 0.5661]
median_lag55
p90_lag143
max_lag178
filings8
late_filings1
late_priced68
timely_priced76
late_priced_dates12
late_minus_timely_car0.0138
late_minus_timely_ci[-0.0079, 0.0341]
late_minus_timely_p0.1660
T1Trade size91% of 150 trades were in the lowest disclosure band ($1,001-$15,000); trades just before large company-specific moves were not larger than usual.Does not fit

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 0.913, 90% Wilson [0.868, 0.944]. 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
91.3% [86.8%, 94.4%] 90%
p-value
1.000
Holm-adjusted p
1.000
BH q-value
1.000
0Estimate
This member91.3%
All computed statistics (9)
n150
lowest_band_share0.9133
lowest_band_ci[0.8679, 0.9442]
share_over_50k0.0267
max_z0
size_gap0
size_gap_p1
event_linked16
event_linked_outliers0
T3Cadence and event proximity32% of trading days were batches of three or more companies; 59% of trades look routine; 10.7% of trades came within five trading days before a large company-specific move (chance alone: 5.9%).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 9/28, Wilson [0.20, 0.48]; index of dispersion 15.08 (chi-square p = 0); routine share 0.59 (portfolio-routine or Cohen-Malloy-Pomorski two-year rule). Proximity share 0.107 vs. circular-shift null mean 0.059, p = 0.148.

Evidence
Statistical
Batch-day share
32.1% [19.8%, 47.7%] 90%
p-value
0.148
Holm-adjusted p
1.000
BH q-value
0.572
0Estimate
This member32.1%
All computed statistics (14)
n150
trade_days28
batch_share_trades0.7000
batch_day_share0.3214
batch_day_ci[0.1976, 0.4767]
dispersion_index15.0810
dispersion_p0
routine_share0.5867
proximity_share0.1067
proximity_null_mean0.0585
proximity_null_p950.1467
proximity_p0.1480
proximity_nonroutine0.1452
proximity_routine0.0795
T8Committee overlap3% of the member's mapped trading by dollar value was in industries their committees oversee, against 14% for a comparable benchmark.Does not fit

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 HSBU, HSWM; jurisdiction sectors Distillers & Vintners, Health Care, Life & Health Insurance, Tobacco. Dollar share 0.033 (identified set [0.003, 0.244], bootstrap 0.010-0.056); benchmarks S&P 500 0.139, congressional peers 0.119.

Evidence
Descriptive
Jurisdiction excess share
-10.6% [-12.9%, -8.2%] 90%
Margin δ
0.5% per trade over 21 days
0δEstimate
This member-10.6%
All computed statistics (15)
n136
in_jurisdiction_trades7
share0.0329
share_bounds[0.0030, 0.2441]
share_ci[0.0100, 0.0562]
benchmark_sp5000.1386
benchmark_peers0.1194
excess-0.1057
excess_ci[-0.1286, -0.0824]
committees[HSBU, HSWM]
jurisdiction_sectors[Distillers & Vintners, Health Care, Life & Health Insurance, Tobacco]
regression_errorError evaluating factor: TypeError: 'module' object is not callable y ~ J + C(sector) + C(month) ^^^^^^^^^
gamma1–
gamma1_ci[–, –]
gamma1_p–
T10Behavior after scrutinyAfter scrutiny on 2021-07-29, trading ran at 0.18 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 0.18 times its earlier rate. Change point 2022-01-24 (p = 0.002).

Evidence
Statistical
Rate ratio after/before
0.18 [0.13, 0.23] 90%
0Estimate
This member0.18
All computed statistics (8)
changepoint2022-01-24
changepoint_LR37.9368
changepoint_p0.0020
tradeday_rate_before0.0951
tradeday_rate_after0.0058
scrutiny_date2021-07-29
rate_ratio0.1759
rate_ratio_ci[0.1324, 0.2332]
T11Performance relative to CongressAfter adjusting for noise, the member's trades rank at the 24% 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 -0.0117, 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)
raw-0.0117
posterior_mean-0.0028
posterior_sd0.0015
congress_mean-0.0028
tau20
percentile0.2388
members_compared134
lower95-0.0058
T12Anticipation of large stock moves26 trades were followed within two weeks by a large company-specific move; 9 were on the profitable side.Does not fit

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 0.35, Clopper-Pearson [0.19, 0.53], exact one-sided p = 0.962; threshold |AR| > 3 sigma.

Evidence
Statistical
Hit rate
34.6% [19.4%, 52.6%] 90%
p-value
0.962
Holm-adjusted p
1.000
BH q-value
1.000
Margin δ
10 points above a coin flip
0δEstimate
This member34.6%
All computed statistics (6)
n26
hits9
hit_rate0.3462
ci[0.1940, 0.5262]
priced144
share_followed0.1806
T13Co-trading with other members27% of trades had another member trading the same stock the same way within a week (chance alone: 23%).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 0.273; circular-shift null mean 0.235, 95th pct 0.340, p = 0.270. Co-traded signed CAR -0.0001, p = 0.467.

Evidence
Statistical
Co-traded share
27.3%
p-value
0.467
Holm-adjusted p
1.000
BH q-value
0.902
Robust to variants
Yes
All computed statistics (10)
n150
cotraded_share0.2733
null_mean0.2349
null_p950.3400
excess_p0.2700
cotraded_share_wo_top0.2667
excess_p_wo_top0.1800
cotraded_car-6.40e-5
cotraded_car_ci[-0.0312, 0.0311]
cotraded_car_p0.4675
Robustness variantReadingEstimate
Without M001157, the member with the most trades, in the co-trade indexDoes not fit26.7%
T4Event timing (abnormal returns)Across 144 priced trades, purchases and sales moved 1.17% against the trade's direction relative to the market over the next month on average.Inconclusive (too few trades)

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) = -0.0117; 90% KP interval [-0.0420, 0.0187]; t_BMP = -2.08, r-bar = 0.058, t_KP = -0.66, Patell Z = -1.89, Corrado Z = -0.51. Dollar-weighted identified set [-0.0570, 0.0380]. Calendar-time alpha -15.60%/yr (NW t = -1.03, 289 days).

Evidence
Statistical
Mean signed 21-day CAR
−1.17% [−4.20%, +1.87%] 90%
p-value
0.849
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−1.17%
All computed statistics (16)
n144
theta-0.0117
ci[-0.0420, 0.0187]
p0.7452
t_kp-0.6612
rbar0.0582
se_cs0.0058
se_kp0.0183
t_cs-2.0046
t_bmp-2.0797
patell_z-1.8886
corrado_z-0.5060
dollar_weighted_bounds[-0.0570, 0.0380]
calendar_time[object Object]
calendar_alpha_ci[-0.0016, 3.75e-4]
by_horizon[object Object]
Robustness variantReadingEstimate
Horizon 5 daysOpen question−0.55%
Horizon 63 daysOpen question−2.24%
Excluding largest batch dateOpen question−0.49%
Self-owned accounts onlyOpen question−1.17%
Dollar-weighted (bounds)Open question+3.80%
Calendar-time alpha (annualized)−15.60%
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 overlap7 priced trades fell in affected industries in the 30 days before the member's committee events and 137 did not; at least 10 of each are needed to compare them.Not assessed

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
7 priced trades fell in affected industries in the 30 days before the member's committee events and 137 did not; at least 10 of each are needed to compare them.

Evidence
Descriptive
Margin δ
0.5% per trade
All computed statistics (3)
n7
n_other137
events1493
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 trips21 buy-and-sell round trips within six months; in the month after opening, those positions moved -3.25% 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) -0.0325 [-0.0840, 0.0190], t_KP = -1.06, over 20 priced openings. Realized market-adjusted return to the closing trade averaged -19.78% (win rate 14%); it is shown for context only because exit timing is chosen after the fact.

Evidence
Statistical
Opening-trade signed 21-day CAR
−3.25% [−8.40%, +1.90%] 90%
p-value
0.850
Holm-adjusted p
1.000
BH q-value
0.999
Margin δ
0.5% per trade over 21 days
0δEstimate
This member−3.25%
All computed statistics (9)
round_trips21
share_in_round_trips0.2800
priced7
realized_mean-0.1978
realized_win_rate0.1429
opening_car-0.0325
ci[-0.0840, 0.0190]
p0.8497
openings_priced20
T16Options and leverage41 option trades (27% of all reported trades); the underlying moved -0.42% in the trade's favour over a month.Inconclusive (too few trades)

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
41 option trades (27% of all reported trades); the underlying moved -0.42% in the trade's favour over a month.

Evidence
Statistical
Option-trade signed CAR
−0.41% [−4.84%, +4.01%] 90%
p-value
0.502
Holm-adjusted p
1.000
BH q-value
0.715
Margin δ
0.5% per trade over 21 days
0δEstimate
This member−0.41%
All computed statistics (6)
option_trades41
option_share0.2697
option_car-0.0042
option_ci[-0.0484, 0.0401]
option_p0.5018
priced39

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
2021202220232024

Largest positions traded

CompanyTradesDisclosed value
WYNN Wynn Resorts, Limited20$118K to $470K
SPY SPDR S&P 5003$130K to $350K
VUG Vanguard Growth ETF3$102K to $280K
AAPL Apple Inc.13$27K to $230K
AMZN Amazon.com, Inc.10$24K to $185K
BRK.B Berkshire Hathaway Inc. New10$24K to $185K
BABA Alibaba Group Holding Limited American Depositary Shares each representing eight Ordinary Share12$12K to $180K
MSFT Microsoft Corporation9$23K to $170K

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
152 trades
Trade dateAssetTypeAmountOwnerFiled after5-day CAR
Jan 19, 2024BABA Alibaba Group Holding Limited American Depositary Shares each representing eight Ordinary ShareSale$1,001 to $15Kself5 d−7.0%Filing
Jan 19, 2024GOOG Alphabet Inc. - Class C Capital StockSale$1,001 to $15Kself5 d−2.1%Filing
Jan 19, 2024GOOG Alphabet Inc. - Class C Capital StockSale$15K to $50Kself5 d−2.1%Filing
Jan 19, 2024AMZN Amazon.com, Inc.Sale$15K to $50Kself5 d−0.3%Filing
Jan 19, 2024AMZN Amazon.com, Inc.Sale$1,001 to $15Kself5 d−0.3%Filing
Jan 19, 2024AMZN Amazon.com, Inc.Sale$1,001 to $15Kself5 d−0.3%Filing
Jan 19, 2024AXP American Express CompanySale$1,001 to $15Kself5 d−8.6%Filing
Jan 19, 2024AXP American Express CompanySale$1,001 to $15Kself5 d−8.6%Filing
Jan 19, 2024AXP American Express CompanySale$15K to $50Kself5 d−8.6%Filing
Jan 19, 2024AAPL Apple Inc.Sale$15K to $50Kself5 d+1.1%Filing
Jan 19, 2024AAPL Apple Inc.Sale$1,001 to $15Kself5 d+1.1%Filing
Jan 19, 2024AAPL Apple Inc.Sale$1,001 to $15Kself5 d+1.1%Filing
Jan 19, 2024BAC Bank of America CorporationSale$1,001 to $15Kself5 d−3.0%Filing
Jan 19, 2024BAC Bank of America CorporationSale$1,001 to $15Kself5 d−3.0%Filing
Jan 19, 2024BAC Bank of America CorporationSale$1,001 to $15Kself5 d−3.0%Filing
Jan 19, 2024BRK.B Berkshire Hathaway Inc. NewSale$1,001 to $15Kself5 d−4.1%Filing
Jan 19, 2024BRK.B Berkshire Hathaway Inc. NewSale$1,001 to $15Kself5 d−4.1%Filing
Jan 19, 2024BRK.B Berkshire Hathaway Inc. NewSale$15K to $50Kself5 d−4.1%Filing
Jan 19, 2024HQY HealthEquity, Inc.Sale$1,001 to $15Kself5 d−4.0%Filing
Jan 19, 2024HQY HealthEquity, Inc.Sale$1,001 to $15Kself5 d−4.0%Filing
Jan 19, 2024JNJ Johnson & JohnsonCommitteeSale$1,001 to $15Kself5 d+1.5%Filing
Jan 19, 2024JNJ Johnson & JohnsonCommitteeSale$1,001 to $15Kself5 d+1.5%Filing
Jan 19, 2024META Meta Platforms, Inc. - Class ASale$15K to $50Kself5 d+0.5%Filing
Jan 19, 2024META Meta Platforms, Inc. - Class ASale$1,001 to $15Kself5 d+0.5%Filing
Jan 19, 2024META Meta Platforms, Inc. - Class ASale$1,001 to $15Kself5 d+0.5%Filing
Jan 19, 2024MSFT Microsoft CorporationSale$1,001 to $15Kself5 d+0.6%Filing
Jan 19, 2024MSFT Microsoft CorporationSale$1,001 to $15Kself5 d+0.6%Filing
Jan 19, 2024MSFT Microsoft CorporationSale$15K to $50Kself5 d+0.6%Filing
Jan 19, 2024RTX RTX CorporationSale$1,001 to $15Kself5 d−5.6%Filing
Jan 19, 2024RTX RTX CorporationSale$1,001 to $15Kself5 d−5.6%Filing
Jan 19, 2024SPY SPDR S&P 500Purchase$100K to $250Kself5 d0.0%Filing
Jan 19, 2024SPY SPDR S&P 500Purchase$15K to $50Kself5 d0.0%Filing
Jan 19, 2024SPY SPDR S&P 500Purchase$15K to $50Kself5 d0.0%Filing
Jan 19, 2024VUG Vanguard Growth ETFPurchase$1,001 to $15Kself5 d−0.6%Filing
Jan 19, 2024VUG Vanguard Growth ETFPurchase$1,001 to $15Kself5 d−0.6%Filing
Jan 19, 2024VUG Vanguard Growth ETFPurchase$100K to $250Kself5 d−0.6%Filing
Jan 19, 2024DIS Walt Disney CompanySale$1,001 to $15Kself5 d−1.9%Filing
Jan 19, 2024DIS Walt Disney CompanySale$1,001 to $15Kself5 d−1.9%Filing
Jan 9, 2024BA Boeing CompanySale$1,001 to $15Kself15 d+9.6%Filing
Dec 22, 2023AAPL Apple Inc.Purchase$1,001 to $15Kself33 d−4.3%Filing
Jan 21, 2022AAPL Apple Inc.Purchase$1,001 to $15Kself13 d+3.9%Filing
Dec 20, 2021WYNN Wynn Resorts, LimitedPurchase$50K to $100Kself19 d+2.9%Filing
Dec 20, 2021WYNN Wynn Resorts, LimitedSale$50K to $100Kself19 d−2.9%Filing
Nov 19, 2021BABA Alibaba Group Holding Limited American Depositary Shares each representing eight Ordinary SharePurchase$1,001 to $15Kself14 d−4.3%Filing
Oct 13, 2021WYNN Wynn Resorts, LimitedSale$1,001 to $15Kself2 d+7.8%Filing
Oct 13, 2021WYNN Wynn Resorts, LimitedSale$1,001 to $15Kself2 d+7.8%Filing
Oct 13, 2021WYNN Wynn Resorts, LimitedPurchase$1,001 to $15Kself2 d−7.8%Filing
Oct 13, 2021WYNN Wynn Resorts, LimitedPurchase$1,001 to $15Kself2 d−7.8%Filing
Sep 7, 2021WYNN Wynn Resorts, LimitedPurchase$1,001 to $15Kself17 d−10.6%Filing
Sep 7, 2021WYNN Wynn Resorts, LimitedPurchase$1,001 to $15Kself17 d−10.6%Filing