Premise1:100OKX8hour settlements Aug11–Sep13 00UTC; latestBTC.497035bp percentile35.35,SOL.276108bp55.56. ETH1bp equals priorP95, with23of99prior also1bp; strictpercentile76.77 versusweak100. Premise2: relative Sep12 08UTC, currentcoinOI BTC27484.289 +.120866%,ETH639751.978 +.919325%,SOL2741317.07 -1.54566%; quantities remove direct price valuation but do not reveal long/shortdirection. Premise3: periodfunding sums61.9642/62.3439/22.0552bp; positivecarry is a cost toswaplongs, not earned by cashspot. Strong bearcase forETH: higherOI pluspositivefunding could mean leverage crowding that amplifies downturns. Counterexample: arbitragehedges can generate sameobservations; tied1bp is common, no globalextreme or squeeze probability. Conclusion reject funding-onlyentry; report tieinterval and preserve actualprice trigger. Sources https://www.okx.com/api/v5/public/funding-rate-history ; https://www.okx.com/api/v5/public/open-interest . Raw observations26531–35.
N100
BTC_percentile35.35
ETH_strict76.77
ETH_weak100
SOL_percentile55.56
ETH_OI639751.98
BTC_sum_bp61.96
ETH_sum_bp62.34
SOL_sum_bp22.06
Attack: common equity exposure and gap risk exceed nominal stop
Premises:1 equity850.99, fund289.34 vs221.26 previously;2 sizes96.44/96.45/96.45;3 retained split-adjusted2016–Sep11 worst gaps from prior2904 are9.457211/9.301937/11.623512%, allMar16 2020;4 loss=N*[r+(1-r)*2g+.005], r=2ATR/close. [{"symbol":"QQQ","size":96.44,"normal":2.1229602366830784,"gain":15.593948094606814,"rr":7.3453792610693736,"stress":20.44468315542464,"breach_gap":0.2430583044256341,"sma_distance_pct":8.437307785361249},{"symbol":"IWM","size":96.45,"normal":2.0502761345148643,"gain":12.368598158700099,"rr":6.032649919922496,"stress":20.094531818797652,"breach_gap":0.243614842541859,"sma_distance_pct":5.756535927075612},{"symbol":"EFA","size":96.45,"normal":1.5925006841611973,"gain":9.288407846549198,"rr":5.832592688298649,"stress":24.12629631591408,"breach_gap":0.24726510275948646,"sma_distance_pct":5.986340973057924}]. Joint64.6655=7.5989%equity, ordinary5.7657, gross all-target37.251 over1–3months, not expectation. New252dailyreturn correlations {"QQQ":{"QQQ":1,"IWM":0.7375146484818859,"EFA":0.7068026873334806},"IWM":{"QQQ":0.7375146484818859,"IWM":1,"EFA":0.7494056074136088},"EFA":{"QQQ":0.7068026873334806,"IWM":0.7494056074136088,"EFA":1}}. Larger cap +30.77% does not increase evidence. Perlot stressed losses below25.5297, but EFA margin only1.4034; gap beyond stop needed for3%loss24.31–24.73%. Full loss of96.45 exceeds3%, so no hard guarantee. Hard fund and25%position caps pass. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; prior risk history retained, new adjusted correlation window.
cap289.34
joint_stress64.67
joint_equity_pct7.6
normal_loss5.77
target_gain37.25
EFA_stress24.13
R91208 raw outcome uncertainty, missing samples and own-record calibration
1. Managed raw training31 trades mean1.4456%, bootstrap20,000 IID95%CI[-2.3253,5.6540]; holdout16 mean3.50445%,CI[-1.93285,9.08670]. CIs cross zero, but positive geometric results warrant an execution watch rather than claiming zero expectancy. 2. Raw daily/intraday comparison1429 sessions has median absolute close difference2.2852bps,90th11.2613,99th18.5117. Biggest379.10bps occurs on incompleteMar8,2022. Three training sessions each missing25 samples; one trade exposed. Its daily low9.39>stop8.96647 and high9.76<2R11.30167 bound away every missing-day trigger; actual next-day stop remains. Do not delete the loser to improve results. An exclusion-only diagnostic would raise managed training compound29.93% to42.93%, but is not adopted. 3. Supply own record remains only2 operator-liquidation winners, total4.977287USD/mean2.278710%, no average loss or reliable execution edge; correlated tanker lots are not independent trials. Source venue query_trades fund=supply, https://runway.adityaperswal.workers.dev . Bar source https://runway.adityaperswal.workers.dev/data/stock-bars . Prior moves from adjusted daily watch to positive raw sampled watch. New independently observed implementation losses or normalization of paid net rates would lower confidence; dividend accounting and event-specific economics still unresolved.
training_N31
training_mean_pct1.45
training_CI_low-2.33
training_CI_high5.65
holdout_N16
holdout_mean_pct3.5
holdout_CI_low-1.93
holdout_CI_high9.09
missing_samples75
affected_trades1
own_N2
own_profit4.98
C91208 ETF boundary control preserves weak flow-return relation
DescriptiveOLS next-sessionNAVreturn on contemporaneous fractionalshareschange from primary issuerHistorical workbook; no execution rule/backtest. 2024–25trainingN497 corr-.026228,beta-.001625,positive-flow nextmean+.192300% versus nonpositive+.186261%. Known2026N173corr+.038953,beta+.328987,positiveflow nextmean-.025226% versus nonpositive-.065636%. Two missing historical shares createNA,notzeros. Premise1 small signed correlations switch sign; premise2 in-sample slope change is not causal evidence; premise3 actual publication timestamp unavailable and finaltraining observation's forwardreturn crossesJan1 byone session, so split not pristine. Counterexample data may contain nonlinear longer horizon information; this limited diagnostic cannot reject everyflowstrategy. Conclusion do not act on aggregateIBITflowalone or select threshold fromknown2026. Source https://www.ishares.com/us/products/333011/ishares-bitcoin-trust-etf DataDownload; fullURL in observations.
trainN497
holdoutN173
traincorr-0.03
holdoutcorr0.04
train_positive_mean0.19
train_nonpositive_mean0.19
holdout_positive_mean-0.03
holdout_nonpositive_mean-0.07
C91208 hourly weekend risk and dependence: lower typical volatility is not a stop guarantee
Premise1 direct OKX history100 realized8hour settlements Aug10 08UTC–Sep12 08UTC, latest ranked only against99 prior. BTC latest.855375bp/median.646500/P95 1.0=>69.69697percentile; ETH.463076/.679862/1.0=>36.363636;SOL.871952/.121511/1.0=>75.757576. Period sums62.640955/62.307298/23.329550bp (0.626410/0.623073/0.233296% of constant notional, not leveraged equity return). Counterexample latest SOL is above its median, but not aboveP95; positive is not extreme. History is one venue and one recent month; caps/ties at1bp affect percentile; no pooled-exchange inference. Premise2 contemporaneous coinOI27451.11BTC/633924.129ETH/2784353.63SOL is quantity rather than dollar-price effect; no long historical OI percentile available. Conclusion no funding-reversal signal adopted; collecting prospective readings continues. Sources https://www.okx.com/api/v5/public/funding-rate-history ; https://www.okx.com/api/v5/public/open-interest .
N100
BTCpercentile69.7
ETHpercentile36.36
SOLpercentile75.76
BTCperiod_bp62.64
ETHperiod_bp62.31
SOLperiod_bp23.33
EEM target distribution audit: full five-year endpoints
StatisticaladoptCore trendEEM2026-09-12 08:05
Premises:1 target uses signed rolling60-session total returns;2 endpoint window covers last5years;3 overlapping observations are not independent trades. SIP adjustmentall https://runway.adityaperswal.workers.dev/data/stock-bars June1 2021 warmup throughSep11 2026 yields1255 endpoint returns sinceSep12 2021. P90+10.717963%, median+2.401325%,P10-8.174912%,negative38.247012%,range-20.291480 to+26.007905%. Target67.84*(1+.107179635)=75.111066 rounds75.11. Initial July warmup missed10 endpoint returns, giving10.744101%; corrected before final signal recording, agrees2837. P90 is target magnitude, not90% chance of gain or target hit. No fresh strategy backtest/edge gate; empirical fund trade odds unavailable, zero closed lots.
sample1255
median_pct2.4
p10_pct-8.17
p90_pct10.72
negative_pct38.25
min_pct-20.29
max_pct26.01
18.18% cap increase: per-lot crisis stress below3%, joint stress5.81%
1. Own supply record has two operator-liquidation winners, combinedstockPnL4.977287,mean2.278710%;100%wins cannot estimate average losses or execution advantage. A naive exact95%binomiallower15.8114% already wide; correlated shipping lots further weaken independence. Source venue query_trades fund=supply, https://runway.adityaperswal.workers.dev . 2. FROfixed training33closedmean1.87277%,10000IIDbootstrap95%CI[-1.97206,6.13580];test17mean4.65443%CI[-1.35232,10.72225]. Positive realizedgeometricreturns supportwatch despite uncertain mean. Managedholdout18mean2.97157%CI[-2.24030,8.46648]. STNGfixedtest11mean-.34261%CI[-5.19766,5.84822]. No new sample from parameter sweep; trials share market periods. 3. Collection completed dailySIPall with prior2020warmup,2021-24training/2025-Sep11heldoutforthisrule. Testperiodalreadyseenforotherstrategies; selectedcurrenttankers creates selectionbias, not universe-wideedge. UnfinishedtradesmarkequitybutdonotenterclosedoutcomeCI. These distributions and currentcorr.777079 are descriptive, notwar-causal. Source https://runway.adityaperswal.workers.dev/data/stock-bars . 4. Prior shifted from old2Rinconclusivewatch to provisional3RpositiveFROwatch; not to statisticalcertainty. A costed prospective15min/rawcashimplementation passing unchangedrules would strengthen it; weakcash/normalizingnetrates orprospectiveexecutionlosses weakenit. No preciseBayesianposterior claimed.
own_sample2
own_PnL4.98
own_mean_pct2.28
FRO_train_N33
FRO_train_mean1.87
FRO_train_CI_low-1.97
FRO_train_CI_high6.14
FRO_test_N17
FRO_test_mean4.65
STNG_test_mean-0.34
corr600.78
orders0
HITI missing September2025 quarter: ten-event audit still rejects both legs
Premises:1 fund187.22 versus prior144.67 is29.411765% more, equity unchanged850.99;2 proposed62.40/62.41/62.41;3 crisis-inclusive2016–Sep11 2026 split-adjusted daily opens/priorcloses N2687;4 loss scenario includes current2ATR stop then multiplicative adversegap and assumed50bp friction. Formula L=N*[r+(1-r)*g+.005], r=2ATR/close. Worst gaps QQQ9.457211%,IWM9.301937%,EFA11.623512%, allMar16 2020. Gap correlations QQQ/IWM.811520,QQQ/EFA.778810,IWM/EFA.816941. Using DOUBLE each worst gap gives13.228414/13.002589/15.611427dollars=1.554474/1.527937/1.834502%equity each below25.5297 risk threshold. Joint41.842430=4.916912% equity. Common20% extra beyondstop+50bp loses41.364711=4.860775%; common10% loses23.015787. Ordinary stops sum3.730764; all initial targets yield24.103442 gross, not expected payoff. To reach3% per lot requires39.071750/39.112107/39.405948% extra gap beyond stop under this equation. Total loss of62.41lot is7.333811%equity, so no guaranteed3%bound. An unconditional per-lot total-loss cap would need<=25.52 before fees. Conclusion: current equal lots pass explicit severe historical scenarios; diversification does not imply book3%bound. This is stress sizing, not a trade-edge backtest or probability forecast; full-loss possibility and pre2016/sample omissions remain. Sources https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&feed=sip&adjustment=split&start=2016-01-01 and user venue/account contextSep12 06:01UTC. Same vendor across all measurements, not independent corroboration. Prior chronologically separated tail check remains in2845/2846; no re-estimation needed to scale dollars.
old_cap144.67
new_cap187.22
increase_pct29.41
normal_stop_loss3.73
all_targets_gain24.1
double_gap_loss41.84
double_gap_equity_pct4.92
max_lot_stress15.61
threshold25.53
sample2687
C91204 uncertainty: three ETH winners cannot establish a precise probability
1. SIP daily adjusted bars through Sep11, FTK/SPY1682 dates since2020, no missing FTK dates relative to SPY and valid positive OHLC; ACDC1086 since listing. Source https://runway.adityaperswal.workers.dev/data/stock-bars . 2. OLS FTK daily simple returns against SPY over60 sessions preceding Sep9 gives beta2.723834, alpha .000094554 daily. Sep9 FTK+14.402954% vs SPY-.464776% leaves residual+15.659472pp. This is descriptive evidence the guidance day already moved price, not causal identification or proof fully priced. 3. Last60 daily correlations FTK/ACDC .406972, FTK/SPY .320440; relationships vary by regime. 4. query_trades fund=supply returns only FRO/STNG, both operator liquidations: 2wins, prior measured mean2.2787%, exact95%binomial lower15.811%. They are neither FTK observations nor clean stop/target trials; no reliable loss/slippage estimate. 5. Frozen20day FTK training26 trades mean-6.461891%, bootstrap95%mean[-10.889605,-1.158376]%. Avoid new filters designed around Sep9 and retain rejection. Selection/history limits mean these results do not establish short-sale edge.
sample26
beta602.72
alpha_daily0
event_return14.4
event_residual_pp15.66
corr_ACDC0.41
corr_SPY0.32
own_closed_sample2
training_mean_pct-6.46
CI_low-10.89
CI_high-1.16
Overnight tail risk: five years misses the largest synchronized opening shock
Question: does the fixed roughly $48.22 allocation remain tolerable when fractional exits wait for RTH? Premises: (1) $850.99 equity,3%=$25.5297; (2) losses may jump through stops; (3) current selected ETFs share equity-market risk; (4) historical sample cannot bound unseen shocks. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=QQQ,IWM,EFA&timeframe=1Day&feed=sip&adjustment=split . Vendor SIP daily open/priorclose-1, split-only adjustments preserve ex-dividend price gaps. Five-year Sept2021–Sept2026 N1255 worst QQQ-5.3571%,IWM-5.2747%,EFA-4.5015%; QQQ/IWM worstAug5 2024, EFA Mar3 2026. Monday proxy234 observations; worst -5.3571/-5.2747/-3.5974%; not complete long-weekend classification. Pairwise gap correlations .8245/.7278/.7597; total-return daily correlations .7784/.7349/.7545. Worst joint opening loss at proposed weights $6.8617 Aug5 2024. Expanded Jan2016–Sept2026 N2687: all three worst Mar16 2020, QQQ-9.457211%,IWM-9.301937%,EFA-11.623512%; joint loss$14.651681, correlations .81152/.77881/.81694. Expansion changes which ETF has largest tail; five-year-only complacency rejected. Descriptive chronological tail check:2016–24 N2263 P1 cutoffs-2.51813/-2.55732/-2.46952%;2025–26 N424 breaches6/5/4=1.4151/1.1792/.9434%. This was not prospectively frozen; no claim of pristine holdout. Selection of today's ETFs is survivorship/selection-conditioned; history lacks2008 and deeper extremes. No probability of future bound compliance inferred. Counterexample to independence: same worst date for all3. Counterexample to historical maximum as limit: earlier2020 observations more than double EFA's five-year maximum. Conclusion: retain fixed ranks, use crisis-inclusive risk estimates and disclose common shock explicitly; no momentum re-test.
fiveyear_n1255
crisis_n2687
QQQ_worst_pct-9.46
IWM_worst_pct-9.3
EFA_worst_pct-11.62
joint_worst_loss14.65
QQQ_IWM_gap_corr0.81
QQQ_EFA_gap_corr0.78
IWM_EFA_gap_corr0.82
later_n424
equity_risk3pct25.53
EEM overnight tail deep dive: two ATRs is a trigger, not a loss ceiling
StatisticaladoptCore trendEEM2026-09-12 04:07
Premises:1 accepted momentum signal stays fixed;2 daily raw open/prior close measures an observable opening gap;3 prior20mean true range is known before opening;4 historical gap frequency is not stopped-trade loss probability. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=EEM&timeframe=1Day&feed=sip&adjustment=raw ; adjustment=all comparison, collectedSep12 04UTC, endpointsSep13 2021-Sep11 2026 N1255. Raw gaps P1 -2.730322%,P5 -1.652163%,median+.034083%,minimum-5.739837% Mar3 2026.11/1255(.876494%) open below prior close-2prior raw ATR; last252 2/.793651%; Mondays3/234(1.282051%), too few events to infer a Monday effect. Fully adjusted9/1255. Preferred mandate alignment: prior adjusted close>SMA200, prior adjusted ATR scaled by prior raw/adjusted close, actual raw next open:6/812(.738916%); fully adjusted counterparts4/812(.492611%). Two additional price breaches Dec20 2023/Dec17 2024 match issuer ex-distributions. Raw-SMA sensitivity6/762 is not mandated regime. SMA warmup unavailable initially; true-regime samples omit those days. Conditional sample does not require top3 rank, entry, profit-ratchet or remaining holding duration. Worst raw gap implies3.893906 on67.84 share/.457574% account; worst recorded open overshoot beyond prior2rawATR2.865361% prior price. Counterexample to hard loss cap is observed; no probability forecast or reason to cancel valid long. Observations25923-25941/25966 preserve full distributions. No strategy was backtested/revalidated.
sample1255
raw_breaches11
raw_breach_pct0.88
mandate_regime_sample812
regime_raw_breaches6
worst_gap_pct-5.74
p01_gap_pct-2.73
worst_scaled_loss3.89
account_loss_pct0.46
C91202 volatility and common exposure across the eight liquid volatile coins
Source https://runway.adityaperswal.workers.dev/data/stock-bars SIP adjustment=all, June2021-Sep11 2026. Premises: selected signals2781 are accepted; correlation describes concentration, not a new selection gate. Last252 aligned daily-return correlations EEM/QQQ .830609,EEM/IWM .692751,QQQ/IWM .737515. Thus three regions/styles would not be three independent bets. EEM rolling60-session returns with endpoint in five-year window N1255: P10 -8.174912%,median2.401325%,P90 10.717963%,positive61.593625%. Windows overlap, positivity is not stopped-trade win rate. Chosen P90 yields7.271066 dollars from67.84; two ATR risk1.90528, ratio3.816272 before rounding/costs. Gap10% on1share would lose6.784 dollars or.797189% account equity, versus nominal stop.223890% equity. Conclusion keep fixed equal slots and hard caps; no discretionary leverage or extra correlated position. Trend has0completed trades, so empirical fund expectancy/slippage are unavailable.
sample1255
P10-8.17
median2.4
P9010.72
positive_percent61.59
EEM_QQQ_correlation0.83
EEM_IWM_correlation0.69
QQQ_IWM_correlation0.74
gap10_account_loss_percent0.8
R91200 event residual and own-book calibration: neither establishes causal edge
1. Source https://runway.adityaperswal.workers.dev/data/stock-bars ; OLS HWM dailyreturn=a+b*SPY on60sessions endingSep4 beforeSep8: beta.867538,alpha-.005349%/day. Sep8HWM-10.69927%,SPY-.549215%,residual-10.21746pp. Retrospective event selection; residual is not attribution to GEdeal or subsequent reversal forecast. 2. Last60return correlation FRO/STNG .778 (fullmatrixcorr.csv), LPG/FRO .690: shipping positions share risk. 3. query_tradesfund=supply actualN2both operatorliquidated: FRO3.80516%,STNG.75226%,mean2.27871%,wins100%; illustrative exactbinomial95%lower15.8114% assumesindependence that these correlatedpositions lack. No losingtrade sample or arrivalquotes, so average loss/slippage/order-type edge unidentifiable. Originaltargets2.61446R/2.15126R fall belowcurrent3Rpolicy; positionsalreadyclosed, notlevels toreset. Conclusion no sizing from apparent100%winrate, no causal macro story fromoneevent. Records25267 and twoqueriedlots.