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Furthermore, we show that using this input allows J to be estimated consistently even when the model order is lower than the true system order.
First, we check if the desired cycle is robustly open-loop stable, meaning that it is stable even when the model is not accurate.
These two case studies bring out the importance of taking seriously mismatches between a model's behavior and human performance data, even when the model provides an approximate account of most of the relevant phenomena.
Parameter estimation and process optimization were carried out sequentially with a run-to-run approach, which yielded useful estimated parameters even when the model is extrapolated, as observed from cross-validation.
These conditions demonstrate that use of the noisy-OR model for mere pragmatic reasons is sometimes warranted, even when the model's underlying assumptions are not met in reality.
Worse still, even when the model is off-set with a paid-for version, the sums still don't add up.
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The possibility of automatic conversion between the models warrants the consistence between the models through the design process even when the models should continually evolve.
One potential overlook for applying optimization models to solve engineering problems is that their parameters are rarely error-free, implying that their solutions usually contain errors even when the models are solved to optimality.
Even when the models are accurate, a 99% chance of not losing a bundle also means a 1% chance of losing a fortune, so on two days in every year the VAR loss-limits are likely to be exceeded.Mr Persaud thinks that VAR models have massively increased the volatility of financial markets by forcing all investors to buy almost identical portfolios.
The BIC can consistently identify the optimal number of components in the mixture model [ 14] even when the models are not nested [ 29].
The race-specific results remained similar even when the modeling included additional baseline covariates (first, waist circumference and fasting insulin; then also antihypertensive drug class, smoking, alcohol, and physical activity; and finally also education level and parental history of diabetes).
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Justyna Jupowicz-Kozak
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