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Zero-Inflated Negative Binomial (ZINB) Model is preferred to develop crash prediction model with significant variables.
All of the indicators of neutralization fit log-linear to the derived stirred tank processes model with significant correlation coefficients.
Although the model with significant non-volatile mass contains less free values, it explains the characteristic features of the comet's non-gravitational parameters behavior better.
Eight new compounds, out of 18, were found to have significant anti-inflammatory activity in the carrageenan induced rat paw oedema model, with significant analgesic activity in the acetic acid induced writhing model with no ulcerogenicity.
First, the structural damage-control behaviour quantified by the classical bilinear kinematic hysteretic model with significant post-yielding stiffness ratio is clarified utilising the test results extracted from a large-scale quasi-static test programme.
Compound 14d showed high efficacy in an ob/ob mice model with significant decreases in serum triglyceride, glucose and insulin levels but mostly with limited body-weight gain by mimicking calorie restriction (CR) and inhibiting SGK1 expression.
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Models were tested for goodness of fit using Hosmer Lemeshow HLL) tests, which report significance values of p≤0.05 for risk models with significant deviation from accurate calibration across a range of risk [27].
The experimental results adequately fitted into the second-order polynomial models with significant linear, quadratic and interaction effects of the independent variables.
Computing gradients efficiently and accurately from stochastic simulations is challenging, especially for simulations involving computationally expensive models with significant inherent noise.
Future work should focus on error estimation and on stabilizing the method for large models with significant density differences between phases.
UQ can be especially beneficial for numerical models with significant computational expense, such as coupled models, which require several subsystem models to attain the performance of a more complex, inter-connected system.
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