TRAI quant day-trading research

← Research · knowledge/sectors/consumer-retail.md

Consumer / retail: home improvement and general merchandise (theme)

_Last updated 2026-10-30 09:00 ET from report. Screening/research, not investment advice._

What's in it (TRAI universe)

  • Home improvement: HD, LOW (TRAI: Consumer Disc.). They trade as one: HD–LOW ρ 0.92, cluster 12 with MCD (avg ρ 0.65).
  • General merchandise: TGT (TRAI: Consumer Staples), a singleton (cluster 57). Top links are NKE 0.50, BX 0.50 and PG/PEP 0.45. TGT–WMT is only 0.24. WMT–COST form cluster 26 (ρ 0.65).
  • AMZN is labeled Consumer Disc., but HD–AMZN ρ 0.00 and LOW–AMZN −0.10. The engine's sector flag ("Consumer Disc. ×3": HD, AMZN, LOW) groups names that don't co-move (TRAI /api/latest, /api/correlations asOf 2026-10-22).
  • Average ρ to the core-semis basket (NVDA, AMD, AVGO, MU, TSM, ASML, AMAT, LRCX, KLAC) is negative: HD −0.22, LOW −0.24, TGT −0.23.

Why they move

  • Rates: lower mortgage rates help home sales and remodeling and make it easier to tap home equity (Kalkine, 2026-10-23). UMich (Oct final): durables buying conditions −18% "on the basis of higher interest rates and rising concerns about the affordability" (UMich, 2026-10-23).
  • Rotation: on risk-off/AI-selloff days, money moved into staples, health care and housing-linked names (Oct 22).

Event log

  • 2026-10-22: 10y −17 bp to 4.972%, the biggest one-day drop since March 2023 (CNBC). HD +4.33, LOW +3.97, TGT +3.76 with no company news. All three became mean-reversion fade-short candidates on Oct 23 (TRAI /api/latest).
  • 2026-10-23: hot flash-PMI prices (investingLive) and higher UMich inflation expectations. 10y back to ~4.99%. HD −2.71, LOW −2.76, TGT −2.82, XHB −1.79 at 10:14 ET (Yahoo chart API).

Upcoming catalysts

  • HD 11-17 BMO; LOW 11-18 BMO; TGT 11-18 BMO; WMT 11-19 BMO (TRAI /api/events). Macro: FOMC decision Oct 28, GDP/PCE Oct 29 (9 AM report).

Typical reaction (last 4; TRAI /api/events)

  • HD avg |gap| 2.81% (1.22 ATR). LOW 2.96% (1.24 ATR). TGT 3.37% (1.20 ATR). Fill rate 50% each. WMT 4.16% (2.11 ATR), fill 25%.

Sympathy map: whiggity consult vs TRAI data

  • whiggity named SHW/TSCO/WMT as yield/duration proxies for HD/LOW. SHW and TSCO are not in TRAI's universe (unverified). WMT links are weak: HD 0.41, LOW 0.33, TGT 0.24 (TRAI /api/correlations 60d). The rates link is sourced (CNBC/Kalkine above), but the peer basket is not.
  • Oct 23 10:25 ET: HD −2.85%, LOW −2.94%, TGT −3.00% as the 10y returned to ~4.99% (Yahoo chart API). See S-016 for the Regime A/B question (consult).

See also

Company notes

HD · LOW · TGT

2026-10-29 17:00 update

  • Postclose candidates: CVNA, CMG long_momentum (both 10-28 AMC prints, both EPS misses with top-line beats, and both missing from /api/events, S-072). HD +3.60% and LOW +4.48% are fade-shorts with no company news (30-year mortgage rate 7.24%); HD–LOW ρ 0.92, so one position.
  • SBUX FQ4 (10-29 AMC): EPS $0.80 vs $0.72, US comps +7.7%, FY27 revenue −1%; after hours −1.6%. SBUX–CMG ρ only 0.20. CVNA · CMG · SBUX
  • Source: 2026-10-29 17:00 report.

2026-10-30 09:00 update

2026-10-30 14:00 update

2026-10-30 15:00 update

  • Day-2 tape for the earnings LM names: CVNA +1.22% (above OR30/VWAP), CMG +2.32%, DASH +0.89%, all green while XLY −0.59% and SPY −2.1%. Auto-retail peers lagged (KMX −0.32%, ALLY −3.86%), and restaurants did not trade with CMG.
  • TRAI replay: LM picks on earnings-reaction days made −0.42% next-day o→c (n 48) vs +0.27% for non-earnings picks (S-100).
  • Next week's read-across: UBER/MCD 11-04 BMO, AFRM 11-05 AMC, Manheim 11-06 09:00 ET.
  • 2026-10-30 15:00: LM day-2 follow-through and weekend gap (CVNA/CMG/DASH/BA/MO)

2026-11-02 15:00 update: oil −7% rotation

  • XLY +2.5%; airlines (JETS +4.3%, UAL +4.8%, DAL +3.6%), cruise (CCL/RCL +3.8–3.9%), OTAs (BKNG +4.3%, ABNB +4.9%, EXPE +3.3%) gapped up and stalled below VWAP; HD/LOW/WMT/COST (+2.7–3.9%) climbed all day and sit above OR30 highs (rates/consumer bid; 10y ~4.90%).
  • Study (WTI ≤ −5% days, n 39, my calc): airlines/cruise next-day o→c ≈ 0 (~50% up); OTAs +0.4–0.6% (54–59% up, not significant). Proposal S-130 (tag oil-driven signals).
  • BKNG prints Tue AMC (BKNG); ABNB Thu AMC; UBER Wed BMO.
  • 2026-11-02 15:00 report

2026-11-06 17:00 update — DKNG day-1 crush (singleton)

  • DKNG −21.30% (gap −26.28%) after Q3 miss + Predictions-driven FY26 EBITDA guide cut (DraftKings IR). Cluster 28 singleton — do not fold into Software or ABNB travel risk. DKNG; 17:00 report.