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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":0.117925,"ci":[0.094552,0.146142],"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":424,"lowest_band_share":0.117925,"lowest_band_ci":[0.094552,0.146142],"share_over_50k":0.377358,"max_z":0,"size_gap":0,"size_gap_p":1,"event_linked":21,"event_linked_outliers":0}},{"id":"T2","reading":"does_not_fit","evidence":"statistical","summary":"66 different companies; the effective number of equally sized positions is 17 and trading spans 83% of maximum sector diversity.","detail":"Dollar HHI 0.059 (identified set [0.024, 0.189]); trade-count HHI 0.019 vs. 95th percentile 0.006 of 424 random draws from all congressional trades (p = 0.002). Normalized sector entropy 0.83 [0.81, 0.84]. Top three issuers (PMFG, APAGF, TLSRP) carry at least 14% of dollar volume.","estimate":{"label":"Effective number of issuers","value":16.875607,"ci":[5.28429,41.249682],"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":424,"issuers":66,"hhi_mid":0.059257,"hhi_bounds":[0.024243,0.18924],"n_eff":16.875607,"hhi_count":0.019257,"peer_benchmark_p95":0.005542,"peer_benchmark_p":0.002,"sector_entropy":0.825802,"sector_entropy_ci":[0.808872,0.841059],"top3_share_lower":0.140185,"top3":["PMFG","APAGF","TLSRP"],"top3_tied_to_events":false}},{"id":"T3","reading":"does_not_fit","evidence":"statistical","summary":"8% of trading days were batches of three or more companies; 65% of trades look routine; 5.0% of trades came within five trading days before a large company-specific move (chance alone: 4.9%).","detail":"Batch-day share 6/71, Wilson [0.04, 0.16]; index of dispersion 71.66 (chi-square p = 0); routine share 0.65 (portfolio-routine or Cohen-Malloy-Pomorski two-year rule). Proximity share 0.050 vs. circular-shift null mean 0.049, p = 0.412.","estimate":{"label":"Batch-day share","value":0.084507,"ci":[0.044329,0.155189],"ci_level":0.9,"unit":"share"},"power_limited":false,"screen":false,"p_value":0.412,"p_holm":1,"q_bh":0.827081,"robust":null,"robustness":[],"sources":[],"stats":{"n":424,"trade_days":71,"batch_share_trades":0.799528,"batch_day_share":0.084507,"batch_day_ci":[0.044329,0.155189],"dispersion_index":71.663654,"dispersion_p":0,"routine_share":0.648585,"proximity_share":0.049528,"proximity_null_mean":0.04916,"proximity_null_p95":0.111085,"proximity_p":0.412,"proximity_nonroutine":0.053691,"proximity_routine":0.047273}},{"id":"T4","reading":"open_question","evidence":"statistical","summary":"Across 316 priced trades, purchases and sales moved 0.40% in the trade's direction relative to the market over the next month on average.","detail":"Mean signed CAR(1,21) = 0.0040; 90% KP interval [-0.0164, 0.0244]; t_BMP = 1.73, r-bar = 0.045, t_KP = 0.44, Patell Z = 1.66, Corrado Z = 1.14. Dollar-weighted identified set [-0.0094, 0.0239]. Calendar-time alpha -8.61%/yr (NW t = -0.28, 236 days).","estimate":{"label":"Mean signed 21-day CAR","value":0.004,"ci":[-0.01636,0.02436],"ci_level":0.9,"unit":"return"},"power_limited":true,"screen":false,"p_value":0.612022,"p_holm":1,"q_bh":0.982752,"robust":false,"robustness":[{"variant":"Horizon 5 days","reading":"open_question","value":0.002615},{"variant":"Horizon 63 days","reading":"open_question","value":0.011404},{"variant":"Excluding largest batch date","reading":"open_question","value":0.002821},{"variant":"Self-owned accounts only","reading":"not_assessed","value":0.019699},{"variant":"Dollar-weighted (bounds)","reading":"open_question","value":0.023859},{"variant":"Calendar-time alpha (annualized)","reading":null,"value":-0.086117}],"sources":[],"stats":{"n":316,"theta":0.004,"ci":[-0.01636,0.02436],"p":0.331081,"t_kp":0.437344,"rbar":0.044505,"se_cs":0.003113,"se_kp":0.012342,"t_cs":1.284909,"t_bmp":1.733924,"patell_z":1.661775,"corrado_z":1.136988,"dollar_weighted_bounds":[-0.009357,0.023859],"calendar_time":{"alpha_daily":-0.000342,"se":0.001201,"days":236,"t":-0.284594,"p_one_sided":0.612022},"calendar_alpha_ci":[-0.002323,0.001639],"by_horizon":{"5":{"n":316,"theta":0.002615,"ci":[-0.008251,0.013481],"p":0.343209,"t_kp":0.404095,"rbar":0.044505,"se_cs":0.001661,"se_kp":0.006587,"t_cs":1.574073,"t_bmp":1.602103,"patell_z":1.805724,"corrado_z":0.245522},"21":{"n":316,"theta":0.004,"ci":[-0.01636,0.02436],"p":0.331081,"t_kp":0.437344,"rbar":0.044505,"se_cs":0.003113,"se_kp":0.012342,"t_cs":1.284909,"t_bmp":1.733924,"patell_z":1.661775,"corrado_z":1.136988},"63":{"n":316,"theta":0.011404,"ci":[-0.029258,0.052066],"p":0.268614,"t_kp":0.617686,"rbar":0.044505,"se_cs":0.006217,"se_kp":0.024648,"t_cs":1.834404,"t_bmp":2.448921,"patell_z":2.467586,"corrado_z":1.468705}}}},{"id":"T5","reading":"open_question","evidence":"statistical","summary":"Before 1 large market moves, the member's net trading pointed the right way 1 times.","detail":"Hit rate 1.00, Clopper-Pearson 90% [0.05, 1.00]; exact one-sided p = 0.500; magnitude-weighted sign-flip p = 0.496. 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":1,"ci":[0.05,1],"ci_level":0.9,"unit":"share"},"power_limited":false,"screen":false,"p_value":0.5,"p_holm":1,"q_bh":1,"robust":null,"robustness":[],"sources":[],"stats":{"n_episodes":1,"hits":1,"hit_rate":1,"ci":[0.05,1],"p_exact":0.5,"p_magnitude":0.4964,"episodes":[{"event_date":"2014-02-03","move":-0.022505,"dir":-1,"robust":true,"n_trades":4,"post_news_trades":1,"kind":"market"}]}},{"id":"T6","reading":"not_assessed","evidence":"statistical","summary":"Trading arrangement: not documented; trading during absence ran at 0.00 times the normal rate.","detail":"Trading arrangement: not documented; trading during absence ran at 0.00 times the normal rate.","estimate":{"label":"Absence rate ratio","value":0,"ci":[0,1.529168],"ci_level":0.9,"unit":"ratio"},"power_limited":false,"screen":false,"p_value":null,"p_holm":null,"q_bh":null,"robust":null,"robustness":[],"sources":[],"stats":{"rate_ratio":0,"rate_ratio_ci":[0,1.529168],"rate_ratio_batchdays":0,"rate_ratio_batchdays_ci":[0,9.294415],"absence_days":9,"trades_in_absence":0}},{"id":"T7","reading":"open_question","evidence":"descriptive","summary":"12 of 1052 trades (1.1%) were disclosed late; median lag 32 days. Another 21 were over 45 days from the trade but filed within 30 days of the stated notification date.","detail":"Late share 0.011, Wilson [0.007, 0.018]; 90th percentile lag 43 days; longest 545 days.","estimate":{"label":"Late share","value":0.011407,"ci":[0.007138,0.018183],"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":0.031369,"reading":"open_question"}],"sources":[],"stats":{"n":1052,"amendment_rows_excluded":2,"late":12,"late_from_trade":33,"excused_by_notification":21,"late_share":0.011407,"late_ci":[0.007138,0.018183],"median_lag":32,"p90_lag":42.9,"max_lag":545,"filings":132,"late_filings":2,"late_priced":2,"timely_priced":314,"late_priced_dates":2}},{"id":"T8","reading":"open_question","evidence":"descriptive","summary":"34% of the member's mapped trading by dollar value was in industries their committees oversee, against 28% for a comparable benchmark.","detail":"Committees HSBU, HSIF; jurisdiction sectors Automobile Manufacturers, Communication Services, Energy, Health Care, Interactive Media & Services, Tobacco, Utilities. Dollar share 0.342 (identified set [0.175, 0.561], bootstrap 0.322-0.373); benchmarks S&P 500 0.275, congressional peers 0.274.","estimate":{"label":"Jurisdiction excess share","value":0.067079,"ci":[0.046694,0.097797],"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":298,"in_jurisdiction_trades":102,"share":0.342327,"share_bounds":[0.174692,0.561258],"share_ci":[0.321942,0.373044],"benchmark_sp500":0.275248,"benchmark_peers":0.273718,"excess":0.067079,"excess_ci":[0.046694,0.097797],"committees":["HSBU","HSIF"],"jurisdiction_sectors":["Automobile Manufacturers","Communication Services","Energy","Health Care","Interactive Media & Services","Tobacco","Utilities"],"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":"not_assessed","evidence":"descriptive","summary":"102 priced trades fell in affected industries in the 30 days before the member's committee events, but on only 9 distinct dates; at least 10 dates are needed for a date-clustered comparison.","detail":"102 priced trades fell in affected industries in the 30 days before the member's committee events, but on only 9 distinct dates; at least 10 dates are needed for a date-clustered comparison.","estimate":null,"power_limited":false,"screen":false,"p_value":null,"p_holm":null,"q_bh":null,"robust":null,"robustness":[],"sources":[],"stats":{"n":102,"n_other":214,"trade_dates":9,"events":2882}},{"id":"T10","reading":"not_assessed","evidence":"descriptive","summary":"No documented scrutiny date; the estimated change point in trading activity is shown for reference.","detail":"No documented scrutiny date; the estimated change point in trading activity is shown for reference. Estimated change point 2020-07-28 (permutation p = 0.002).","estimate":null,"power_limited":false,"screen":false,"p_value":null,"p_holm":null,"q_bh":null,"robust":null,"robustness":[],"sources":[],"stats":{"changepoint":"2020-07-28","changepoint_LR":28.677435,"changepoint_p":0.002,"tradeday_rate_before":0.033436,"tradeday_rate_after":1}},{"id":"T11","reading":"does_not_fit","evidence":"statistical","summary":"After adjusting for noise, the member's trades rank at the 68% percentile of 134 members (shrunk estimate -0.28% per trade over a month).","detail":"Empirical Bayes: raw 0.0040, 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":0.004,"posterior_mean":-0.002769,"posterior_sd":0.001522,"congress_mean":-0.002769,"tau2":0,"percentile":0.679104,"members_compared":134,"lower95":-0.005752}},{"id":"T12","reading":"open_question","evidence":"statistical","summary":"42 trades were followed within two weeks by a large company-specific move; 30 were on the profitable side.","detail":"Hit rate 0.71, Clopper-Pearson [0.58, 0.83], exact one-sided p = 0.004; threshold |AR| > 3 sigma.","estimate":{"label":"Hit rate","value":0.714286,"ci":[0.578571,0.826114],"ci_level":0.9,"unit":"share"},"power_limited":false,"screen":true,"p_value":0.003958,"p_holm":0.031664,"q_bh":0.296846,"robust":null,"robustness":[],"sources":[],"stats":{"n":42,"hits":30,"hit_rate":0.714286,"ci":[0.578571,0.826114],"priced":316,"share_followed":0.132911}},{"id":"T13","reading":"does_not_fit","evidence":"statistical","summary":"4% of trades had another member trading the same stock the same way within a week (chance alone: 9%).","detail":"Co-traded share 0.035; circular-shift null mean 0.092, 95th pct 0.178, p = 0.860. Co-traded signed CAR 0.0199, p = 0.263.","estimate":{"label":"Co-traded share","value":0.035377,"ci":null,"ci_level":null,"unit":"share"},"power_limited":false,"screen":false,"p_value":0.262688,"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":0.03066,"reading":"does_not_fit"}],"sources":[],"stats":{"n":424,"cotraded_share":0.035377,"null_mean":0.092076,"null_p95":0.17783,"excess_p":0.86,"cotraded_share_wo_top":0.03066,"excess_p_wo_top":0.78,"cotraded_car":0.019943,"cotraded_car_ci":[-0.025538,0.065423],"cotraded_car_p":0.262688}},{"id":"T14","reading":"open_question","evidence":"statistical","summary":"96% of trades were in family accounts; those moved +0.37% in the trade's favour over a month.","detail":"Family signed CAR 0.0037 [-0.0168, 0.0242], t_KP = 0.40; family minus self -0.0160 [-0.0442, -0.0031], p = 0.994.","estimate":{"label":"Family-account signed CAR","value":0.003696,"ci":[-0.016829,0.02422],"ci_level":0.9,"unit":"return"},"power_limited":true,"screen":false,"p_value":0.342909,"p_holm":1,"q_bh":0.907865,"robust":null,"robustness":[],"sources":[],"stats":{"family_trades":406,"family_share":0.957547,"owner_unknown":0,"family_car":0.003696,"family_ci":[-0.016829,0.02422],"diff":-0.016003,"diff_ci":[-0.044243,-0.003147],"diff_p":0.993878}},{"id":"T15","reading":"open_question","evidence":"statistical","summary":"125 buy-and-sell round trips within six months; in the month after opening, those positions moved +0.14% in the trade's favour relative to the market.","detail":"Opening-trade signed CAR(1,21) 0.0014 [-0.0190, 0.0217], t_KP = 0.20, over 100 priced openings. Realized market-adjusted return to the closing trade averaged +1.15% (win rate 48%); it is shown for context only because exit timing is chosen after the fact.","estimate":{"label":"Opening-trade signed 21-day CAR","value":0.001367,"ci":[-0.018968,0.021701],"ci_level":0.9,"unit":"return"},"power_limited":true,"screen":false,"p_value":0.419261,"p_holm":1,"q_bh":0.998506,"robust":null,"robustness":[],"sources":[],"stats":{"round_trips":125,"share_in_round_trips":0.589623,"priced":100,"realized_mean":0.011512,"realized_win_rate":0.48,"opening_car":0.001367,"ci":[-0.018968,0.021701],"p":0.419261,"openings_priced":100}},{"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 2014-02-03","event_date":"2014-02-03","direction":"sell","move_pct":-2.25,"trade":"4 trade(s) in the prior five trading days","verdict":"Right way","event":"S&P 500 (SPY) daily move","source_url":null}]}