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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.","estimate":{"label":"Lowest-band share","value":0.678614,"ci":[0.651524,0.704554],"ci_level":0.9,"unit":"share"},"power_limited":false,"screen":false,"p_value":1,"p_holm":1,"q_bh":1,"robust":null,"robustness":[],"sources":[],"stats":{"n":837,"lowest_band_share":0.678614,"lowest_band_ci":[0.651524,0.704554],"share_over_50k":0.164875,"max_z":0,"size_gap":0,"size_gap_p":1,"event_linked":28,"event_linked_outliers":0}},{"id":"T2","reading":"does_not_fit","evidence":"statistical","summary":"154 different companies; the effective number of equally sized positions is 29 and trading spans 82% of maximum sector diversity.","detail":"Dollar HHI 0.034 (identified set [0.015, 0.107]); trade-count HHI 0.017 vs. 95th percentile 0.004 of 837 random draws from all congressional trades (p = 0.002). Normalized sector entropy 0.82 [0.76, 0.87]. Top three issuers (MSFT, PXD, SPY) carry at least 9% of dollar volume.","estimate":{"label":"Effective number of issuers","value":29.436787,"ci":[9.350892,65.326441],"ci_level":0.9,"unit":"count"},"power_limited":false,"screen":false,"p_value":null,"p_holm":null,"q_bh":null,"robust":null,"robustness":[],"sources":[],"stats":{"n":837,"issuers":154,"hhi_mid":0.033971,"hhi_bounds":[0.015308,0.106942],"n_eff":29.436787,"hhi_count":0.016865,"peer_benchmark_p95":0.004162,"peer_benchmark_p":0.002,"sector_entropy":0.82047,"sector_entropy_ci":[0.76374,0.87069],"top3_share_lower":0.092762,"top3":["MSFT","PXD","SPY"],"top3_tied_to_events":true}},{"id":"T3","reading":"does_not_fit","evidence":"statistical","summary":"22% of trading days were batches of three or more companies; 22% of trades look routine; 3.3% of trades came within five trading days before a large company-specific move (chance alone: 5.7%).","detail":"Batch-day share 66/304, Wilson [0.18, 0.26]; index of dispersion 9.40 (chi-square p = 0); routine share 0.22 (portfolio-routine or Cohen-Malloy-Pomorski two-year rule). Proximity share 0.033 vs. circular-shift null mean 0.057, p = 0.988.","estimate":{"label":"Batch-day share","value":0.217105,"ci":[0.180799,0.258403],"ci_level":0.9,"unit":"share"},"power_limited":false,"screen":false,"p_value":0.988,"p_holm":1,"q_bh":1,"robust":null,"robustness":[],"sources":[],"stats":{"n":837,"trade_days":304,"batch_share_trades":0.610514,"batch_day_share":0.217105,"batch_day_ci":[0.180799,0.258403],"dispersion_index":9.40154,"dispersion_p":0,"routine_share":0.215054,"proximity_share":0.033453,"proximity_null_mean":0.05713,"proximity_null_p95":0.083632,"proximity_p":0.988,"proximity_nonroutine":0.030441,"proximity_routine":0.044444}},{"id":"T4","reading":"open_question","evidence":"statistical","summary":"Across 731 priced trades, purchases and sales moved 0.44% against the trade's direction relative to the market over the next month on average.","detail":"Mean signed CAR(1,21) = -0.0044; 90% KP interval [-0.0544, 0.0456]; t_BMP = -0.83, r-bar = 0.085, t_KP = -0.10, Patell Z = -1.27, Corrado Z = 1.24. Dollar-weighted identified set [-0.0359, 0.0185]. Calendar-time alpha 0.18%/yr (NW t = 0.02, 1436 days).","estimate":{"label":"Mean signed 21-day CAR","value":-0.004407,"ci":[-0.054449,0.045636],"ci_level":0.9,"unit":"return"},"power_limited":true,"screen":false,"p_value":0.539865,"p_holm":1,"q_bh":0.982752,"robust":true,"robustness":[{"variant":"Horizon 5 days","reading":"open_question","value":0.001512},{"variant":"Horizon 63 days","reading":"open_question","value":-0.018472},{"variant":"Excluding largest batch date","reading":"open_question","value":-0.00521},{"variant":"Self-owned accounts only","reading":"open_question","value":-0.002847},{"variant":"Dollar-weighted (bounds)","reading":"open_question","value":0.018524},{"variant":"Calendar-time alpha (annualized)","reading":null,"value":0.001836}],"sources":[],"stats":{"n":731,"theta":-0.004407,"ci":[-0.054449,0.045636],"p":0.539865,"t_kp":-0.100129,"rbar":0.085315,"se_cs":0.003653,"se_kp":0.030385,"t_cs":-1.206232,"t_bmp":-0.832834,"patell_z":-1.273915,"corrado_z":1.244354,"dollar_weighted_bounds":[-0.035866,0.018524],"calendar_time":{"alpha_daily":0.000007,"se":0.000368,"days":1436,"t":0.019817,"p_one_sided":0.492095},"calendar_alpha_ci":[-0.000598,0.000613],"by_horizon":{"5":{"n":732,"theta":0.001512,"ci":[-0.017635,0.02066],"p":0.460588,"t_kp":0.098985,"rbar":0.085315,"se_cs":0.001397,"se_kp":0.011626,"t_cs":1.082674,"t_bmp":0.823873,"patell_z":0.806161,"corrado_z":1.686036},"21":{"n":731,"theta":-0.004407,"ci":[-0.054449,0.045636],"p":0.539865,"t_kp":-0.100129,"rbar":0.085315,"se_cs":0.003653,"se_kp":0.030385,"t_cs":-1.206232,"t_bmp":-0.832834,"patell_z":-1.273915,"corrado_z":1.244354},"63":{"n":596,"theta":-0.018472,"ci":[-0.105823,0.06888],"p":0.58849,"t_kp":-0.22376,"rbar":0.085315,"se_cs":0.007048,"se_kp":0.053023,"t_cs":-2.62069,"t_bmp":-1.683271,"patell_z":-1.65279,"corrado_z":-0.69775}}}},{"id":"T5","reading":"does_not_fit","evidence":"statistical","summary":"Before 13 large market moves, the member's net trading pointed the right way 5 times.","detail":"Hit rate 0.38, Clopper-Pearson 90% [0.17, 0.65]; exact one-sided p = 0.867; magnitude-weighted sign-flip p = 0.739. Episodes: benchmark days beyond three rolling standard deviations with trades in the prior five trading days, plus documented episodes when supplied.","estimate":{"label":"Hit rate","value":0.384615,"ci":[0.165659,0.645201],"ci_level":0.9,"unit":"share"},"power_limited":false,"screen":false,"p_value":0.866577,"p_holm":1,"q_bh":1,"robust":null,"robustness":[],"sources":[],"stats":{"n_episodes":13,"hits":5,"hit_rate":0.384615,"ci":[0.165659,0.645201],"p_exact":0.866577,"p_magnitude":0.7393,"episodes":[{"event_date":"2020-02-24","move":-0.033166,"dir":1,"robust":true,"n_trades":6,"post_news_trades":4,"kind":"market"},{"event_date":"2020-03-02","move":0.043306,"dir":1,"robust":true,"n_trades":4,"post_news_trades":0,"kind":"market"},{"event_date":"2020-03-03","move":-0.028632,"dir":1,"robust":true,"n_trades":4,"post_news_trades":0,"kind":"market"},{"event_date":"2020-03-04","move":0.042033,"dir":1,"robust":true,"n_trades":4,"post_news_trades":0,"kind":"market"},{"event_date":"2020-03-05","move":-0.033242,"dir":1,"robust":true,"n_trades":4,"post_news_trades":0,"kind":"market"},{"event_date":"2022-03-07","move":-0.029479,"dir":1,"robust":true,"n_trades":1,"post_news_trades":9,"kind":"market"},{"event_date":"2022-03-09","move":0.026811,"dir":1,"robust":true,"n_trades":1,"post_news_trades":9,"kind":"market"},{"event_date":"2022-04-29","move":-0.036956,"dir":-1,"robust":true,"n_trades":2,"post_news_trades":1,"kind":"market"},{"event_date":"2022-05-05","move":-0.035543,"dir":1,"robust":true,"n_trades":1,"post_news_trades":1,"kind":"market"},{"event_date":"2022-05-18","move":-0.040312,"dir":1,"robust":false,"n_trades":7,"post_news_trades":0,"kind":"market"},{"event_date":"2022-06-13","move":-0.037968,"dir":-1,"robust":false,"n_trades":6,"post_news_trades":6,"kind":"market"},{"event_date":"2022-09-13","move":-0.043482,"dir":1,"robust":true,"n_trades":4,"post_news_trades":5,"kind":"market"},{"event_date":"2024-12-18","move":-0.029803,"dir":1,"robust":true,"n_trades":1,"post_news_trades":0,"kind":"market"}]}},{"id":"T6","reading":"does_not_fit","evidence":"documentary","summary":"Trading arrangement: discretion with an adviser or trustee.","detail":"Trading arrangement: discretion with an adviser or trustee.","estimate":null,"power_limited":false,"screen":false,"p_value":null,"p_holm":null,"q_bh":null,"robust":null,"robustness":[],"sources":[{"title":"Office: he does not handle his own stock trades; files on notice from his financial adviser (2026-03-06)","url":"https://www.washingtonsun.com/money/kevin-hern-oklahoma-stock-act-trading-congress"}],"stats":{"arrangement":{"member_id":"H001082","discretion":"adviser","blind_trust":"false","consulted":"","source_url":"https://www.washingtonsun.com/money/kevin-hern-oklahoma-stock-act-trading-congress","note":"Office: he does not handle his own stock trades; files on notice from his financial adviser (2026-03-06)"}}},{"id":"T7","reading":"open_question","evidence":"descriptive","summary":"37 of 1054 trades (3.5%) were disclosed late; median lag 25 days. Another 1 were over 45 days from the trade but filed within 30 days of the stated notification date.","detail":"Late share 0.035, Wilson [0.027, 0.046]; 90th percentile lag 40 days; longest 81 days.","estimate":{"label":"Late share","value":0.035104,"ci":[0.026906,0.045683],"ci_level":0.9,"unit":"share"},"power_limited":false,"screen":false,"p_value":null,"p_holm":null,"q_bh":null,"robust":true,"robustness":[{"variant":"Late from the trade date alone, ignoring notification dates","value":0.036053,"reading":"open_question"}],"sources":[],"stats":{"n":1054,"amendment_rows_excluded":3,"late":37,"late_from_trade":38,"excused_by_notification":1,"late_share":0.035104,"late_ci":[0.026906,0.045683],"median_lag":25,"p90_lag":40,"max_lag":81,"filings":88,"late_filings":2,"late_priced":32,"timely_priced":699,"late_priced_dates":6}},{"id":"T8","reading":"does_not_fit","evidence":"descriptive","summary":"14% of the member's mapped trading by dollar value was in industries their committees oversee, against 14% for a comparable benchmark.","detail":"Committees HSWM; jurisdiction sectors Distillers & Vintners, Health Care, Life & Health Insurance, Tobacco. Dollar share 0.144 (identified set [0.056, 0.317], bootstrap 0.095-0.210); benchmarks S&P 500 0.139, congressional peers 0.119.","estimate":{"label":"Jurisdiction excess share","value":0.005234,"ci":[-0.043902,0.071244],"ci_level":0.9,"unit":"share"},"power_limited":false,"screen":false,"p_value":null,"p_holm":null,"q_bh":null,"robust":null,"robustness":[],"sources":[],"stats":{"n":696,"in_jurisdiction_trades":96,"share":0.143848,"share_bounds":[0.056416,0.317234],"share_ci":[0.094712,0.209858],"benchmark_sp500":0.138614,"benchmark_peers":0.11941,"excess":0.005234,"excess_ci":[-0.043902,0.071244],"committees":["HSWM"],"jurisdiction_sectors":["Distillers & Vintners","Health Care","Life & Health Insurance","Tobacco"],"regression_error":"Error evaluating factor: TypeError: 'module' object is not callable\n    y ~ J + C(sector) + C(month)\n            ^^^^^^^^^","gamma1":null,"gamma1_ci":[null,null],"gamma1_p":null}},{"id":"T9","reading":"open_question","evidence":"statistical","summary":"74 trades in industries the member's committees oversee came in the month before a committee or floor action on a bill; they moved +0.30% in the trade's favour, +0.82% relative to the member's other trades.","detail":"theta_9 = 0.0030; pre-event minus other trades = 0.0082 [-0.0097, 0.0246], p = 0.218; mean pre-trade drift psi = 0.0103.","estimate":{"label":"Pre-event minus other trades, signed CAR","value":0.008239,"ci":[-0.009675,0.02461],"ci_level":0.9,"unit":"return"},"power_limited":false,"screen":false,"p_value":0.218,"p_holm":1,"q_bh":0.715333,"robust":true,"robustness":[{"variant":"Window 15 days","reading":"open_question","value":0.008361},{"variant":"Window 60 days","reading":"open_question","value":0.014755},{"variant":"Excluding largest batch date","reading":"open_question","value":0.005417},{"variant":"Placebo: month after events","reading":null,"value":0.036265,"placebo_reading":"open_question"}],"sources":[],"stats":{"n":74,"n_other":657,"theta9":0.002998,"diff":0.008239,"ci":[-0.009675,0.02461],"p":0.218,"pre_trade_drift":0.010349,"pre_trade_drift_significant":true,"events":1493,"events_by_kind":{"chamber_passage":723,"committee_markup":336,"committee_reported":311,"became_law":123},"affected_share_of_priced_trades":0.101093,"trade_dates":53,"placebo_reading":"open_question"}},{"id":"T10","reading":"open_question","evidence":"statistical","summary":"After scrutiny on 2021-12-13, trading ran at 0.86 times its earlier rate.","detail":"After scrutiny on 2021-12-13, trading ran at 0.86 times its earlier rate. Change point 2024-07-09 (p = 0.002).","estimate":{"label":"Rate ratio after/before","value":0.858281,"ci":[0.763103,0.965793],"ci_level":0.9,"unit":"ratio"},"power_limited":false,"screen":false,"p_value":null,"p_holm":null,"q_bh":null,"robust":null,"robustness":[],"sources":[{"title":"Insider investigation of STOCK Act violations names 14 members","url":"https://www.thedailybeast.com/stock-act-was-violated-by-14-members-of-congress-report-says"},{"title":"NOTUS: trades disclosed after the 30-day window","url":"https://www.washingtonsun.com/money/kevin-hern-oklahoma-stock-act-trading-congress"}],"stats":{"changepoint":"2024-07-09","changepoint_LR":46.259797,"changepoint_p":0.002,"tradeday_rate_before":0.181319,"tradeday_rate_after":0.063356,"scrutiny_date":"2021-12-13","rate_ratio":0.858281,"rate_ratio_ci":[0.763103,0.965793]}},{"id":"T11","reading":"does_not_fit","evidence":"statistical","summary":"After adjusting for noise, the member's trades rank at the 40% percentile of 134 members (shrunk estimate -0.28% per trade over a month).","detail":"Empirical Bayes: raw -0.0044, posterior -0.0028 (sd 0.0015); Congress mean -0.0028, between-member variance 0.000000.","estimate":{"label":"Shrunk signed 21-day CAR","value":-0.002769,"ci":[-0.005272,-0.000265],"ci_level":0.9,"unit":"return"},"power_limited":false,"screen":false,"p_value":null,"p_holm":null,"q_bh":null,"robust":null,"robustness":[],"sources":[],"stats":{"raw":-0.004407,"posterior_mean":-0.002769,"posterior_sd":0.001522,"congress_mean":-0.002769,"tau2":0,"percentile":0.395522,"members_compared":134,"lower95":-0.005752}},{"id":"T12","reading":"does_not_fit","evidence":"statistical","summary":"67 trades were followed within two weeks by a large company-specific move; 27 were on the profitable side.","detail":"Hit rate 0.40, Clopper-Pearson [0.30, 0.51], exact one-sided p = 0.957; threshold |AR| > 3 sigma.","estimate":{"label":"Hit rate","value":0.402985,"ci":[0.301841,0.51078],"ci_level":0.9,"unit":"share"},"power_limited":false,"screen":false,"p_value":0.956781,"p_holm":1,"q_bh":1,"robust":null,"robustness":[],"sources":[],"stats":{"n":67,"hits":27,"hit_rate":0.402985,"ci":[0.301841,0.51078],"priced":732,"share_followed":0.09153}},{"id":"T13","reading":"does_not_fit","evidence":"statistical","summary":"14% of trades had another member trading the same stock the same way within a week (chance alone: 13%).","detail":"Co-traded share 0.141; circular-shift null mean 0.129, 95th pct 0.158, p = 0.300. Co-traded signed CAR -0.0024, p = 0.557.","estimate":{"label":"Co-traded share","value":0.14098,"ci":null,"ci_level":null,"unit":"share"},"power_limited":false,"screen":false,"p_value":0.557097,"p_holm":1,"q_bh":0.902015,"robust":true,"robustness":[{"variant":"Without M001157, the member with the most trades, in the co-trade index","value":0.137395,"reading":"does_not_fit"}],"sources":[],"stats":{"n":837,"cotraded_share":0.14098,"null_mean":0.129249,"null_p95":0.157706,"excess_p":0.3,"cotraded_share_wo_top":0.137395,"excess_p_wo_top":0.29,"cotraded_car":-0.002438,"cotraded_car_ci":[-0.034319,0.029444],"cotraded_car_p":0.557097}},{"id":"T14","reading":"open_question","evidence":"statistical","summary":"5% of trades were in family accounts; those moved -4.22% in the trade's favour over a month.","detail":"Family signed CAR -0.0422 [-0.1460, 0.0617], t_KP = -0.03; family minus self -0.0393 [-0.1381, -0.0052], p = 0.912.","estimate":{"label":"Family-account signed CAR","value":-0.04216,"ci":[-0.146027,0.061707],"ci_level":0.9,"unit":"return"},"power_limited":true,"screen":false,"p_value":0.5129,"p_holm":1,"q_bh":0.907865,"robust":null,"robustness":[],"sources":[],"stats":{"family_trades":39,"family_share":0.046595,"owner_unknown":0,"family_car":-0.04216,"family_ci":[-0.146027,0.061707],"diff":-0.039313,"diff_ci":[-0.138126,-0.005225],"diff_p":0.912}},{"id":"T15","reading":"open_question","evidence":"statistical","summary":"25 buy-and-sell round trips within six months; in the month after opening, those positions moved -4.24% in the trade's favour relative to the market.","detail":"Opening-trade signed CAR(1,21) -0.0424 [-0.1059, 0.0211], t_KP = -1.28, over 22 priced openings. Realized market-adjusted return to the closing trade averaged -7.20% (win rate 32%); it is shown for context only because exit timing is chosen after the fact.","estimate":{"label":"Opening-trade signed 21-day CAR","value":-0.042358,"ci":[-0.105854,0.021137],"ci_level":0.9,"unit":"return"},"power_limited":true,"screen":false,"p_value":0.891887,"p_holm":1,"q_bh":0.998506,"robust":null,"robustness":[],"sources":[],"stats":{"round_trips":25,"share_in_round_trips":0.059737,"priced":22,"realized_mean":-0.072048,"realized_win_rate":0.318182,"opening_car":-0.042358,"ci":[-0.105854,0.021137],"p":0.891887,"openings_priced":22}},{"id":"T16","reading":"does_not_fit","evidence":"descriptive","summary":"No option trades were reported.","detail":"No option trades were reported.","estimate":null,"power_limited":false,"screen":false,"p_value":null,"p_holm":null,"q_bh":null,"robust":null,"robustness":[],"sources":[],"stats":{"option_trades":0,"option_share":0}}],"episodes":[{"title":"Market move on 2020-02-24","event_date":"2020-02-24","direction":"buy","move_pct":-3.32,"trade":"6 trade(s) in the prior five trading days","verdict":"Wrong way","event":"S&P 500 (SPY) daily move","source_url":null},{"title":"Market move on 2020-03-02","event_date":"2020-03-02","direction":"buy","move_pct":4.33,"trade":"4 trade(s) in the prior five trading days","verdict":"Right way","event":"S&P 500 (SPY) daily move","source_url":null},{"title":"Market move on 2020-03-03","event_date":"2020-03-03","direction":"buy","move_pct":-2.86,"trade":"4 trade(s) in the prior five trading days","verdict":"Wrong way","event":"S&P 500 (SPY) daily move","source_url":null},{"title":"Market move on 2020-03-04","event_date":"2020-03-04","direction":"buy","move_pct":4.2,"trade":"4 trade(s) in the prior five trading days","verdict":"Right way","event":"S&P 500 (SPY) daily move","source_url":null},{"title":"Market move on 2020-03-05","event_date":"2020-03-05","direction":"buy","move_pct":-3.32,"trade":"4 trade(s) in the prior five trading days","verdict":"Wrong way","event":"S&P 500 (SPY) daily move","source_url":null},{"title":"Market move on 2022-03-07","event_date":"2022-03-07","direction":"buy","move_pct":-2.95,"trade":"1 trade(s) in the prior five trading days","verdict":"Wrong way","event":"S&P 500 (SPY) daily move","source_url":null},{"title":"Market move on 2022-03-09","event_date":"2022-03-09","direction":"buy","move_pct":2.68,"trade":"1 trade(s) in the prior five trading days","verdict":"Right way","event":"S&P 500 (SPY) daily move","source_url":null},{"title":"Market move on 2022-04-29","event_date":"2022-04-29","direction":"sell","move_pct":-3.7,"trade":"2 trade(s) in the prior five trading days","verdict":"Right way","event":"S&P 500 (SPY) daily move","source_url":null},{"title":"Market move on 2022-05-05","event_date":"2022-05-05","direction":"buy","move_pct":-3.55,"trade":"1 trade(s) in the prior five trading days","verdict":"Wrong way","event":"S&P 500 (SPY) daily move","source_url":null},{"title":"Market move on 2022-05-18","event_date":"2022-05-18","direction":"buy","move_pct":-4.03,"trade":"7 trade(s) in the prior five trading days","verdict":"Wrong way","event":"S&P 500 (SPY) daily move","source_url":null},{"title":"Market move on 2022-06-13","event_date":"2022-06-13","direction":"sell","move_pct":-3.8,"trade":"6 trade(s) in the prior five trading days","verdict":"Right way","event":"S&P 500 (SPY) daily move","source_url":null},{"title":"Market move on 2022-09-13","event_date":"2022-09-13","direction":"buy","move_pct":-4.35,"trade":"4 trade(s) in the prior five trading days","verdict":"Wrong way","event":"S&P 500 (SPY) daily move","source_url":null},{"title":"Market move on 2024-12-18","event_date":"2024-12-18","direction":"buy","move_pct":-2.98,"trade":"1 trade(s) in the prior five trading days","verdict":"Wrong way","event":"S&P 500 (SPY) daily move","source_url":null}]}