Stats

Premises:1 Combine indicators before observing outcomes.2 Lower prices and higher variance are not automatically cheap puts.3 Latest adjusted close is Friday, not a live Tuesday entry. Negative5day return AND belowSMA50 AND RV20>RV60 identifies TLT only in frozen10ETF universe; GLD/SLV negative5day but aboveSMA50, SLV RV20<RV60. TLT sigma base9.664805%,calibrated10.153005%,RV20 10.073024%,RV60 9.671873%,ATR14 .648757,S82.21. Current independent indicator vector is recorded for eachETF: [{"s":"XLF","date":"2026-09-04 04:00:00+00:00","S":58.1,"sigma":0.12267993731593207,"rv20":0.11775484665719067,"rv60":0.13056707990928815,"atr":0.668685714285715,"group":0,"bars":1173,"neg":false,"below":false,"calibrated_sigma":0.1357243939553389},{"s":"XLE","date":"2026-09-04 04:00:00+00:00","S":64.06,"sigma":0.21401945770079178,"rv20":0.22475030400137094,"rv60":0.2224922977878737,"atr":1.1292500000000005,"group":0,"bars":1173,"neg":false,"below":false,"calibrated_sigma":0.23677597027364897},{"s":"EEM","date":"2026-09-04 04:00:00+00:00","S":68.7,"sigma":0.20166026441613863,"rv20":0.18073895070009077,"rv60":0.2924132082263218,"atr":0.9553571428571408,"group":0,"bars":1173,"neg":false,"below":false,"calibrated_sigma":0.223102634151732},{"s":"TLT","date":"2026-09-04 04:00:00+00:00","S":82.21,"sigma":0.09664805051714843,"rv20":0.10073024048323972,"rv60":0.09671872791382413,"atr":0.6487571428571438,"group":3,"bars":1173,"neg":true,"below":true,"calibrated_sigma":0.10153004646655651},{"s":"GLD","date":"2026-09-04 04:00:00+00:00","S":406.77,"sigma":0.26768441537626697,"rv20":0.26493605793901054,"rv60":0.25602865210674003,"atr":8.614992857142868,"group":2,"bars":1173,"neg":true,"below":false,"calibrated_sigma":0.29605656775449324},{"s":"SLV","date":"2026-09-04 04:00:00+00:00","S":59.82,"sigma":0.385052024809816,"rv20":0.3783512980114636,"rv60":0.4221515215810461,"atr":1.9453571428571443,"group":2,"bars":1173,"neg":true,"below":false,"calibrated_sigma":0.4258640934022009},{"s":"EWJ","date":"2026-09-04 04:00:00+00:00","S":98.28,"sigma":0.17289271857395147,"rv20":0.15821263484804274,"rv60":0.22696983825106004,"atr":1.1908642857142857,"group":0,"bars":1173,"neg":false,"below":false,"calibrated_sigma":0.1912762588662743},{"s":"FXI","date":"2026-09-04 04:00:00+00:00","S":35.88,"sigma":0.14946725948267695,"rv20":0.1489055277485071,"rv60":0.17892742582250037,"atr":0.40071428571428414,"group":0,"bars":1173,"neg":false,"below":false,"calibrated_sigma":0.1653599900137639},{"s":"IBIT","date":"2026-09-04 04:00:00+00:00","S":45.23,"sigma":0.45594548449791,"rv20":0.47183834280184284,"rv60":0.38440096989714573,"atr":1.6296285714285712,"group":0,"bars":665,"neg":false,"below":false,"calibrated_sigma":0.5044257921390024},{"s":"ETHA","date":"2026-09-04 04:00:00+00:00","S":18.52,"sigma":0.5625059914774319,"rv20":0.5870128789751659,"rv60":0.5202515835050644,"atr":0.7705999999999998,"group":0,"bars":533,"neg":false,"below":false,"calibrated_sigma":0.6223167900136077}]. Relation to outcomes: TLT10session stockrebound holdout-3.0351%,N6,p33.333%,W.305567%,L.917893%; bearish indicators do not validate a longput. Calibration1040 provides insufficient incremental information versusglobalmean correction,95%CIspans0. Do not optimize a newrule after inspecting2026. S-2ATR is a sensitivity destination, not guaranteed support/target. Source https://runway.adityaperswal.workers.dev/data/stock-bars?feed=sip&adjustment=all .

Premises:1 Regime classifiers use only date-t data.2 Descriptive conditional calibration cannot become a trading rule without untouched validation.3 Tiny cells cannot justify a tail option. Classifiers close>SMA50 and RV20>RV60; four joint cells. CurrentSep4 EEM/SPY up-calm;GLD/IBIT/XLE up-rising;IWM down-calm;TLT down-rising. Holdout disjoint5session windows,83each. TLT current down-rising15windows realized/forecastvariance1.01111,lossdiff-.063492; all4TLT cells show negative lossdiff but uncertainty untested bycell. GLD current up-rising26windows realized/forecast2.80146,lossdiff+.451795; down-rising only3windows. IBIT current up-rising6windows ratio.282835,lossdiff+.247612. EEM up-calm29windows ratio1.50250,lossdiff-.194607. Thus calm/rising ordering alone is not reliable calibration. All cell values and counts recorded in7summaryobservations. No indicator vote substitutes for contract value or option payoff history. ATR14 is simplemean max(high-low,abs(high-prevclose),abs(low-prevclose)) usingadjustedIEX; immediate1.5ATR move is optimistic range sensitivity, not forecasted target probability. Frozen training-selected six-rule underlying diagnostics recorded separately. Strongest counterargument conditional re-estimation could help; requires new prospective sample and minimumcellcount, not refitting thisholdout. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=SPY,IWM,GLD,XLE,EEM,TLT,IBIT&timeframe=1Day&feed=iex&adjustment=all .

Premises: 1. Levels must use completed bars. 2. A positive medium trend does not imply a large enough move for an affordable far-out-of-money option. 3. Earnings IV decline must be included in a post-event target. Sep4S23.67, SMA10 23.7545,SMA50 22.2467; belowshortaverage butabovemediumaverage. ATR14=.98785714 usingmax(high-low,abs(high-priorclose),abs(low-priorclose));1.5ATR=1.4817857. RV21=38.7537%,RV63=47.0610%,EWMA.94=41.3191%,varianceblend42.5200%,noneventbackground46.9262%. No technical level claimed predictivebyitself; fixed10/50holdoutonlyN2. WithinitialmidcalibratedIV retained foronepreeventsession,1.5ATRfavorablemove givesstock25.1518 forC37.5 or22.1882 forP17.5; modeledbidtargets roundeddown.05/.04 versusasks.05/.06. Median absolute historicaleventloggap9.04246%givesposteventstocks25.9101/21.6236. RemoveeventIVcomponentbyusingbackgroundvol46.9262%with7sessionsremaining; subtractinitialhalfspreads.01/.025. Bothmodeledbidtargets floor0. These zero marks are failed diagnostics, not stop/target orders. Fullpremiumriskwith$.20cost needsbidtargets>=.13call/.155put toachieve1.5reward/risk;theputwouldneed.16oncentgrid. Noevidencejustifyraisingtargetthere. Stopschecked15mincannotreducethe1%fullpremiumbudget. Do notforceMonteCarlopathwayaftertargetfeasibilityfails. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=CHWY&timeframe=1Day&adjustment=all&feed=iex and https://runway.adityaperswal.workers.dev/data/option-chain/CHWY?feed=indicative . CounterargumenthigherpostearningsIVcouldretainvalue; requires independent calibration, not target selectiontofitrequiredR.

Premises:1 a regime must be defined using information available on its date;2 subgroup performance needs its denominator;3 exploratory subgroup differences cannot repair a failed pooled test. Highvol=baseline variance above its training median; uptrend=close>SMA50 on forecast date. Threshold frozen from training. XLF highvol HAR-minus-blend QLIKE -.04916,N12 versus lowvol +.06847,N21; uptrend +.04651,N24 versus downtrend -.02981,N9. XLE highvol +.02019,N28 and lowvol -.22138,N5 explain its small aggregate improvement: the favorable lowvol evidence has only5 windows. GLD has33 highvol/zero lowvol; TLT zero highvol/33lowvol, so no within-asset complete regime comparison. These are descriptive, no subgroup-fit or new rule adopted. Current XLF S58.10,SMA10 57.994,SMA50 56.8555,ATR14 .658571,baseline12.30249% annual vol vsHAR15.99295%; stocktrend positive while affordability confines choices to tails. PricesatSept4close, not live. More forecast volatility raises call valuations without demonstrating that the forecast is better. Counterexample: a future downtrend might favor HAR; prospective holdout needed, not posthoc switching. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=XLF,XLE,GLD,EEM,IWM,TLT&timeframe=1Day&adjustment=all&feed=iex . All six exact regime counts/means recorded in observations5797-5802.