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Table 1 Model fit information for latent class analysis of dietary patterns

From: Dietary patterns and severity of symptom with the risk of esophageal squamous cell carcinoma and its histological precursor lesions in China: a multicenter cross-sectional latent class analysis

Subtypes

Model

AIC

BIC

Entropy

LMR

P-value

ALMR

P-value

Overall

1-Class

403,812.534

403,930.899

   

2-Class

386,659.699

386,904.886

0.597

0.0000

0.0000

3-Class

380,960.196

381,332.203

0.628

0.0000

0.0000

4-Class

377,988.054

378,486.881

0.672

0.0000

0.0000

5-Class

376,775.273

377,400.920

0.648

0.0000

0.0000

6-Class

376,013.990

376,766.458

0.630

0.0499

0.0506

7-Class

375,382.845

376,262.134

0.616

1.0000

1.0000

Esophagitis

1-Class

383,546.414

383,664.057

   

2-Class

367,382.696

367,626.386

0.596

0.0000

0.0000

3-Class

361,925.857

362,295.594

0.629

0.0000

0.0000

4-Class

359,187.987

359,683.771

0.671

0.0000

0.0000

5-Class

358,056.094

358,677.925

0.648

0.0000

0.0000

6-Class

357,318.205

358,066.082

0.632

1.0000

1.0000

LGIN

1-Class

354,511.583

354,628.136

   

2-Class

339,894.092

340,135.524

0.590

0.0000

0.0000

3-Class

335,082.275

335,448.584

0.619

0.0000

0.0000

4-Class

332,591.286

333,082.474

0.662

0.0000

0.0000

5-Class

331,522.734

332,138.800

0.638

0.0000

0.0000

6-Class

330,813.727

331,554.671

0.623

0.0666

0.0674

7-Class

330,280.873

331,146.696

0.605

0.7604

0.7604

HGIN and ESCC

1-Class

341,936.596

342,052.644

   

2-Class

327,933.965

328,174.349

0.588

0.0000

0.0000

3-Class

323,291.949

323,656.671

0.620

0.0000

0.0000

4-Class

321,000.163

321,489.221

0.659

0.0000

0.0000

5-Class

319,970.157

320,583.552

0.638

0.0000

0.0000

6-Class

319,270.147

320,007.879

0.626

0.0687

0.0696

7-Class

318,754.107

319,616.176

0.605

0.5446

0.5464

  1. Note: LGIN low-grade intraepithelial neoplasia, HGIN high-grade intraepithelial neoplasia, ESCC esophageal squamous cell carcinoma, AIC akaike information criterion, BIC bayesian information criterion, LMR Lo–Mendell–Rubin likelihood ratio test, ALMR Lo–Mendell–Rubin Adjusted LMR test