| <html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1"><title>Categorical ANOVA reproduction</title><style>*{box-sizing:border-box}body{margin:0;background:linear-gradient(135deg,#ecfdf5,#eff6ff);font:16px/1.45 system-ui;color:#172033}main{max-width:1120px;margin:24px auto;padding:34px;background:white;border-radius:22px;box-shadow:0 18px 50px #24304a22}h1{font-size:35px;margin:0}.sub{color:#596579;margin:8px 0 24px}.hero,.grid{display:grid;grid-template-columns:repeat(3,1fr);gap:16px}.hero{margin-bottom:18px}.metric,.card{border:1px solid #dae3ef;border-radius:16px;padding:18px}.metric{text-align:center;background:#f8fafc}.metric b{display:block;font-size:29px;color:#0d9488}.card:nth-child(1){border-top:5px solid #0d9488}.card:nth-child(2){border-top:5px solid #2563eb}.card:nth-child(3){border-top:5px solid #7c3aed}h2{font-size:18px;margin:0 0 8px}ul{padding-left:20px}.foot{margin-top:20px;color:#596579;border-top:1px solid #dae3ef;padding-top:14px}@media(max-width:760px){.hero,.grid{grid-template-columns:1fr}}</style></head><body><main><h1>Exact Functional ANOVA for Categorical Inputs</h1><div class="sub">Independent identity audit 路 OpenReview qC9FEfYjai</div><section class="hero"><div class="metric"><b>383,977</b>component values</div><div class="metric"><b>12,853</b>orthogonality checks</div><div class="metric"><b>7.68e-13</b>worst reconstruction error</div></section><section class="grid"><article class="card"><h2>Exact decomposition</h2><ul><li>Nonlinear interactions</li><li>All support states checked</li><li>Weighted L2 error 8.78e-26</li></ul></article><article class="card"><h2>No sampling</h2><ul><li>1.93M values/second</li><li>Sampling negative control</li><li>Full finite-support expectations</li></ul></article><article class="card"><h2>Arbitrary dependence</h2><ul><li>Three non-rectangular supports</li><li>Nonuniform masses</li><li>Up to 88.9% states missing</li></ul></article></section><div class="foot">Frozen implementation + independently generated targets and certificates 路 complete source, rows, figure, and manifest</div></main></body></html> | |