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Table 5 Statistical indices for the proposed model, ARMA-GS-GMDH, and segmented regression method by Bernal et al. [6] for the same testing and training periods

From: A continuous data driven translational model to evaluate effectiveness of population-level health interventions: case study, smoking ban in public places on hospital admissions for acute coronary events

Model R% SI% MAPE% RMSRE% ENS
Bernal et al. [6] 76.33 4.85 4.02 4.69 0.58
ARMA–GS-GMDH 88.16 3.52 2.77 3.50 0.78
  1. ARMA–GS-GMDH Auto-regressive moving average–generalized structure group method of data handling, R correlation coefficient, SI scatter index, MAPE mean absolute percentage error, RSMRE root mean square relative error, EN–S,Nash–Sutcliffe model efficiency [6]