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82 analyses, newest first
R91904 full18 signals after verified missing-split repair
TechnicaladoptWhole-share momentum backstopSPY, QQQ, IWM, EFA, EEM, GLD, TLT, XLK, XLC, XLY, XLP, XLV, XLF, XLI, XLB, XLE, XLU, XLRE2026-09-19 04:06
Premises: (1) completedSep18 SIP all-adjusted prices with issuer-verified repair of missingDec5 2025 2:1 split forXLK/XLE/XLU; XLY/XLB already normalized, do not halve again. (2) index252 return and sector mean21/63/126/252, aboveSMA200; arithmeticATR20; P90 rolling60 returns endingSep18 2021–Sep18 2026,N1255. (3) current240fund/1000equity/250aggregate-name cap, supplied otherbooks empty. Source https://runway.adityaperswal.workers.dev/data/stock-bars parameters/exactURLs in observations29331–48; issuer29327. Ranks before SMA filtering. Bothslots remain pending1EEM/1XLE; EEM+XLK257.92>240, nextsectorXLE total132. No new validation/backtest. XLE current repairedP90 .206279467 gives77.96 at64.63 vs accepted prior-vintageP90 .206348444 gives77.97; preserve pending original bracket and reconcile afteractualfill. Small vintage difference cause not conclusively identified (rounding plausible). CurrentATR and closes unchanged. Columns symbol|rank|close|SMA200|ATR20|21%|63%|126%|252%|score%|above|queuedQty SPY|5|761.69|712.4731|6.00245|-0.713|2.255|16.349|17.127|17.127|1|0 QQQ|2|721.45|661.7726|8.27368|0.750|-2.482|21.945|22.869|22.869|1|0 IWM|3|284.1|273.5106|3.21700|-5.593|-3.636|15.300|20.132|20.132|1|0 EFA|6|104.97|101.0310|1.02899|-2.499|0.536|10.471|16.737|16.737|1|0 EEM|1|67.03|62.0916|0.94325|1.392|-5.311|16.940|28.312|28.312|1|1 GLD|4|401.17|416.2206|7.92345|-3.062|3.629|-5.919|19.052|19.052|0|0 TLT|7|81.25|84.3606|0.66287|-1.753|-5.259|-4.960|-5.710|-5.710|0|0 XLK|1|189.6|162.2356|3.14450|3.245|-0.842|37.302|40.439|20.036|1|0 XLC|9|110.81|113.6276|1.60700|-0.458|1.502|-1.493|-5.573|-1.506|0|0 XLY|10|111.03|116.5771|1.50725|-6.375|-5.046|1.620|-7.359|-4.290|0|0 XLP|7|82.8|82.9683|0.89176|-4.322|0.085|2.285|6.059|1.027|0|0 XLV|3|168.39|155.1802|2.16547|-4.150|13.211|15.835|24.872|12.442|1|0 XLF|4|55.86|53.4515|0.70885|-2.818|4.646|15.009|4.901|5.435|1|0 XLI|6|169.75|171.1439|2.39825|-6.705|-5.940|4.013|13.758|1.282|0|0 XLB|5|49.99|50.1739|0.78826|-4.817|-3.158|5.576|12.035|2.409|0|0 XLE|2|64.31|55.3148|1.26472|1.148|20.453|9.838|47.382|19.705|1|1 XLU|11|41.1|44.2221|0.63553|-6.633|-7.599|-10.497|0.171|-6.140|0|0 XLRE|8|42.53|42.7771|0.50224|-5.468|-2.185|3.028|4.676|0.013|0|0
universe18
eligible9
reserved132
fund_remaining108
EEM_p90_pct10.72
XLE_p90_pct20.63
Conditional risk chains for emerging technology and energy exposure
ConsequenceswatchWhole-share momentum backstopEEM, XLE2026-09-19 02:05
Facts: issuerSep17 EEM42.24%IT; XLEtop2energy35.22%, source https://www.ishares.com/us/products/239637/eem-ishares-msci-emerging-markets-etf and https://www.ssga.com/us/en/individual/etfs/state-street-energy-select-sector-spdr-etf-xle . Conditional reasoning, not an asserted current event: (1) stronger technology orders can improve EM exporters' revenue; (2) supplier utilization/margins may rise while input competition raises costs; (3) earnings revisions and currency moves alter USD ETF returns, potentially extending momentum. Counter-chain: order cuts reverse this. Energy chain: (1) higher realized commodity prices can lift upstream revenue; (2) taxes/capex/service costs capture part of gross gains; (3) net distributable earnings, not spot price alone, drive equity valuation. Importing EM economies may face margin pressure, so the two holdings are not mechanically one bet, but recession can hurt both. Producers/service suppliers benefit unevenly; ETF managers earn fees regardless of investor profit. No causal coefficient or event forecast was estimated. Shared10%gap costs13.20 at queued size; stop orders cannot ensure planned4.42 loss. Fixed ranks/exits remain decision rule.
EEM_IT_pct42.24
XLE_top2_pct35.22
joint_gap10_loss13.2
Issuer exposure and cost checks for EEM and XLE
FundamentalwatchWhole-share momentum backstopEEM, XLE2026-09-19 02:05
Issuer primary pages accessedSep19: https://www.ishares.com/us/products/239637/eem-ishares-msci-emerging-markets-etf and https://www.ssga.com/us/en/individual/etfs/state-street-energy-select-sector-spdr-etf-xle . EEM large/mid emerging equities, Sep17 holdings1185, PE19.40, IT42.24%, Taiwan28.10/Korea20.60/China19.94%; fee0.72%annual, about0.18% over3months. XLE S&P500energy equities,21holdings, forwardPE12.46 (forecast denominator, not directly comparable EEM PE), Exxon20.03%+Chevron15.19%=35.22%, fee0.08%annual/about0.02%quarter. Premise: issuer portfolios identify economic exposure; issuer marketing incentives and valuation timing limit inference. Conclusion: EEM has Asian technology/currency concentration and XLE concentrated energy-profit sensitivity; neither is a pure commodity nor a valuation-arbitrage thesis. Strong counterargument: cyclical earnings decline can make lowPE misleading; EM growth does not guarantee dollar returns. Valuation context does not veto fixed momentum selection. No unsupported unit-economics or cashflow forecast for pooled funds.
EEM_fee_pct0.72
EEM_PE19.4
EEM_IT_pct42.24
XLE_fee_pct0.08
XLE_forward_PE12.46
XLE_top2_pct35.22
63-session synchronized block-bootstrap diagnostic, not strategy revalidation
SimulationswatchWhole-share momentum backstopEEM, XLE2026-09-19 02:05
Premises: resample last1260 joint daily returns in synchronized5-session blocks, seed190926,20000 paths of63 sessions starting proposed limits67.37/64.63. Static bracket first close crossing, target/stop fill assumed exactly at thresholds, no fees/intraday high-low/ratchets or gaps beyond threshold; descriptive optimistic execution model, NOT live odds, backtest or independent validation. EEM stop-first63.91%, target23.625%, neither12.465%; mean0.840714 dollars,5th percentile-1.89. XLE55.43%,19.76%,24.81%,mean2.704987,5th-2.53. Source https://runway.adityaperswal.workers.dev/data/stock-bars adjusted SIP completedSep18. Model mismatch prevents using output as calibrated Kelly or claiming stop bounds. Honest two-outcome illustrative prior p=.25, payoff b3.82/5.27 implies halfKelly2.68%/5.38% of risk capital; not an empirical estimate, not used to override explicit one-share sizing. Actual planned bracket risk0.189%/0.253% account, both below illustrative fractions. Simultaneous10% entry gap13.20=1.32% equity and total loss132=13.2%; neither is a probabilistic bound. Maintain one each; tail payoffs, not hit-rate maximization.
paths20000
days63
EEM_stop_first_pct63.91
EEM_target_first_pct23.63
XLE_stop_first_pct55.43
XLE_target_first_pct19.76
EEM_mean_pnl0.84
XLE_mean_pnl2.7
EEM/XLE payoff distributions and changing dependence
StatisticalwatchWhole-share momentum backstopEEM, XLE2026-09-19 02:05
Premises: past adjusted daily returns describe historical dispersion, not guaranteed future return. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=EEM,XLE&timeframe=1Day&adjustment=all&feed=sip ; completedSep18 2026. Fixed target uses five-calendar-year ending dates,1255 overlapping60-session gains: EEM P90 10.71796349%, XLE20.63484442%. Diagnostic last1260 sessions includes five earlier observations: EEM60day P10/median/P90 -8.1723/2.3230/10.7033%, XLE-6.6200/3.8107/20.5424%; do not replace exact target window with1260 shorthand. Daily correlation252=-.159464 versus1260=.252817, so current low correlation is not durable insurance. Annualized daily volatility19.9155%/25.6825%. Counterexample: global liquidation can turn both correlations positive and gap through stops. Conclusion: two distinct exposures but retain whole-share minimum sizing; no diversification-based leverage or doubled position.
corr252-0.16
corr12600.25
EEM_p90_pct10.72
XLE_p90_pct20.63
sample1255
Full18 Sep18 momentum signal table and methodology
TechnicaladoptWhole-share momentum backstopSPY, QQQ, IWM, EFA, EEM, GLD, TLT, XLK, XLC, XLY, XLP, XLV, XLF, XLI, XLB, XLE, XLU, XLRE2026-09-19 02:03
Premises: adjusted SIP prices approximate total returns; completedSep18 daily close aboveSMA200; index252-session return, sector mean21/63/126/252. ATR20 arithmetic mean true range. P90 rolling60 return ending in last5 calendar years,1255 overlapping observations (not independent); warmupJune2021. Source https://runway.adityaperswal.workers.dev/data/stock-bars?timeframe=1Day&start=2021-06-01&end=2026-09-18T23:59:00Z&adjustment=all&feed=sip (append symbols), exact URLs/raw metrics observations28635–28652. Initial endSep19 SIP403 resolved with completed-session cutoff. No repeat validation/backtest under explicit mandate. Risks: revisions, dividend/split normalization, reversal despite laggingSMA. Supplied currentledger empty allfunds; caps1000 equity/250 name/240 fund. One EEM+XLK costs257.92, so index-first joint-cap feasibility selects nextsectorXLE. Both aboveSMA. No new instrument expansions. Columns symbol|rank(category)|close|SMA200|ATR20|r21%|r63%|r126%|r252%|score%|eligible|chosenQty SPY|5|761.69|712.4731|6.00245|-0.713|2.2554|16.3489|17.1272|17.1272|1|0 QQQ|2|721.45|661.7726|8.27368|0.7499|-2.4817|21.9448|22.869|22.869|1|0 IWM|3|284.1|273.5106|3.217|-5.5927|-3.6361|15.3003|20.1319|20.1319|1|0 EFA|6|104.97|101.031|1.02899|-2.4986|0.5363|10.4715|16.7371|16.7371|1|0 EEM|1|67.03|62.0916|0.94325|1.3916|-5.3115|16.94|28.3116|28.3116|1|1 GLD|4|401.17|416.2206|7.92345|-3.0616|3.6294|-5.9192|19.0521|19.0521|0|0 TLT|7|81.25|84.3606|0.66287|-1.7533|-5.2589|-4.9596|-5.7096|-5.7096|0|0 XLK|1|189.6|162.2356|3.1445|3.2455|-0.842|37.3018|40.434|20.0348|1|0 XLC|9|110.81|113.6276|1.607|-0.4581|1.5022|-1.4935|-5.5731|-1.5056|0|0 XLY|10|111.03|116.5771|1.50725|-6.3749|-5.0458|1.62|-7.3592|-4.29|0|0 XLP|7|82.8|82.9683|0.89176|-4.3217|0.0846|2.2854|6.0587|1.0267|0|0 XLV|3|168.39|155.1802|2.16547|-4.1496|13.211|15.8355|24.8721|12.4422|1|0 XLF|4|55.86|53.4515|0.70885|-2.8184|4.6459|15.0093|4.9014|5.4346|1|0 XLI|6|169.75|171.1439|2.39825|-6.7051|-5.94|4.0135|13.7582|1.2816|0|0 XLB|5|49.99|50.1739|0.78826|-4.8172|-3.1577|5.5755|12.035|2.4089|0|0 XLE|2|64.31|55.3148|1.26472|1.1482|20.4533|9.8377|47.3648|19.701|1|1 XLU|11|41.1|44.2221|0.63553|-6.6333|-7.5989|-10.4965|0.1706|-6.1395|0|0 XLRE|8|42.53|42.7771|0.50224|-5.4679|-2.1849|3.0281|4.6763|0.0129|0|0
universe18
eligible9
bars_per_symbol1332
target_sample1255
Initial executable backstop premises and budget decision
StrategiesadoptWhole-share momentum backstopEEM, XLK, XLE2026-09-19 02:03
Premises recorded in technical table. Goal two slots; joint cap binding: EEM67.37+XLK190.55=257.92>240. Take next rank XLE64.63. Both proposed name exposures <250 with other books empty in supplied current reset ledger; prior monitors'849.92 equity is superseded by current1000 reset context. Queue LIMIT one each lastclose*1.005,72h through Monday after regular close, horizon1–3months. P90 EEM10.7179634933%, XLE20.63484436% yields gain7.22 and13.34 versus stop losses1.89 and2.53, 3.82R/5.27R after rounding. One-share default controls sizing; empirical halfKelly not estimable from fundN0 and simulation not calibrated live odds, so no size increase. Combined10%gap13.20=1.32% equity; gap beyond stop can exceed4.42 planned risk. Residual108 is structural after two required single-share slots, not discretionary cash avoidance. No individual stocks/non-US direct listings/crypto orders: fixed universe defines scope. Strong counterargument is momentum reversal and price gaps; filters do not eliminate them. If pending price moves >ATR from order limit cancel/requeue to fresh close+0.5%; if filled reconcile exits to actual entry and ratchet only in profit max(existingstop,SMA200,high20-2ATR20). Rerank monthly first trading run or stop. Sources each bar URL in technical table, https://runway.adityaperswal.workers.dev/data/stock-bars .
EEM_qty1
XLE_qty1
cost132
unused_fund108
EEM_stop65.48
EEM_target74.59
XLE_stop62.1
XLE_target77.97
risk_dollars4.42
gap10_dollars13.2
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