Replication · reviewer package, dated

One command. Two minutes. No hidden state.

Every figure in this brief is computed from a single dividend-adjusted equity panel and a locked five-model battery. Nothing is hardcoded. The package below contains the data, the code, the results on both anchors, an internal adversarial review, and a manifest with a SHA-256 for every file.

How to reproduce

Three commands.

python3 run_event_study.py # PRIMARY anchor T0 = 2026-05-04 python3 run_event_study.py --t0 2026-05-05 # SENSITIVITY T0 = 2026-05-05 Rscript run_event_study_port.R # third-platform reconciliation

All six models are computed from one equity panel: 12 dividend-adjusted price series, 1,254 return days (2021-06-11→2026-06-10). Estimation window = trading days, ending trading days before T0 so no AI-rally day leaks into estimation.

Integrity check (passed). The rebuilt Dell return series reproduces the brief’s pinned facts to the basis point: disclosure day 2026-05-04 , 2026-05-06 , 2026-05-08 . An independent second implementation matched three test cells to <0.01pp (market-model  ; donor-weighted @May5 ; market+sector+AI ).

The files

What is in the package.

FileWhat it is
market_panel.csv12 dividend-adjusted price series, 1,254 return days (the only rebuilt artifact, from the raw ICE export)
run_event_study.pyThe locked five-model battery
run_event_study_port.RIndependent R port for the cross-platform check (±0.5pp CAR / ±0.05 p / ±0.01 R²)
run_placebo_battery.pyPlacebo-in-time + placebo-in-space battery
event_study_results_t0_2026-05-04.{csv,json}PRIMARY battery output (T0 = May 4)
event_study_results_t0_2026-05-05.{csv,json}SENSITIVITY battery output (T0 = May 5)
placebo_battery_t0_2026-05-0{4,5}.{csv,json}Placebo results on both anchors
ai_loading_cross_section_screened.csvAI-loading cross-section (screened, N=7)
ai_cross_section_robustness.csvTheil–Sen / Spearman robustness for the cross-section
loo_donor_sensitivity_v2.csvFull leave-one-out over all donors, both anchors
garch_day0_results.txt · garch_t_day0_results.txtGARCH(1,1) day-0 standardized AR (Normal + Student-t refits)
HOSTILE_RED_TEAM_v3.2.mdInternal adversarial review, triaged P0/P1/P2
REVIEWER_PACKAGE.md · RESULTS_README.mdPackage guide and one-page results summary
MANIFEST_sha256.txtSHA-256 checksum for every file in the package (27 entries)

Results, both anchors

The primary battery.

CAR in % of price; pBH = Benjamini-Hochberg; the primary read is under T0 = . Every primary-window cell is statistically indistinguishable from zero.

PRIMARY — T0 = (the clean disclosure day), window

Model CARpBH
Mean-adjusted
Market (S&P 500)
Market + sector (XLK)
Market + sector + AI
Donor-weighted control portfolio
Donor portfolio (drop NVDA)
Donor weights (T0 = May 4). ; pre-period RMSE . Leave-one-out: the swing donor is window-specific (ANET at May-5 , ; at May-4 , ); NVDA is never the swing donor. No significance verdict flips.

Citation & link validation (zero tolerance)

Every authority resolves to its exact primary source.

AuthorityBluebook 21st formPrimary-source link
Class V settlementIn re Dell Techs. Inc. Class V S’holders Litig., 300 A.3d 679 (Del. Ch. 2023) (revised Aug. 21, 2023), aff’d, No. 349, 2023 (Del. Aug. 14, 2024)courts.delaware.gov
SB-29 3% floor precedentGusinsky v. Reynolds, No. 3:25-cv-01816-K (N.D. Tex. Mar. 17, 2026) — Southwest Airlines case; Dell not a party (analogy only)dockets.justia.com
ExxonMobil Texas voteExxon Mobil Corp., Current Report (Form 8-K), Item 5.07 (acc. ) — Proposal 4 approved , sec.gov/EDGAR
Conversion mechanismDGCL §266 (Del.); TBOC Title 1, ch. 10, subch. C (Tex.)delcode.delaware.gov · statutes.capitol.texas.gov
The Texas menuTex. Bus. Orgs. Code §§21.552, 21.419, 21.606, 21.373, 21.4161statutes.capitol.texas.gov
Dell filingsDEF 14A (acc. 0001193125-26-226734); PRE 14A (0001193125-26-203969); DEFA14A (0001571996-26-000017); Form 10-Q (dell-20260501)sec.gov/EDGAR
Arista earnings confoundArista Networks Inc., Form 8-K, Ex. 99.1 (Q1 FY26 earnings release, May 5, 2026) — screen #2 exclusionsec.gov/EDGAR
Rule. Every link resolves to the exact primary source (statute → statutes.capitol.texas.gov; Delaware opinion → courts.delaware.gov; SEC → sec.gov/EDGAR). Practitioner commentary may appear as commentary, never as the primary citation target.

Open items (carried)

What remains, stated honestly.