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However, the non-conformal nature of the DD methods introduces an additional technical difficulty, which results in poor convergence in many real-life applications.
A SD of 2.7 Ma (or larger) resulted in poor convergence of the MCMC chain.
A similar model to equation 2 with a logistic link function was shown to result in poor convergence in a large number of simulated data sets by Vansteelandt et al. (34) and in a related model with a logistic link function in a small number (0.1%) of simulated data sets with a very strong instrument (ρ = 0.39) by Brumback et al. (35).
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Applications of the method to fractional differential equations (FDEs) mainly and directly used the Lagrange multipliers in ordinary differential equations (ODEs) which resulted in poor convergences.
In particular, poor convergence and low similarity to the X-ray ensemble are seen for models calculated by CYANA from the HCNH NOEs alone (Fig. 4a, b; orange and red circles).
One can check the formula (26) results in a poor convergence even for a linear FDE.
However, due to the fact that the initialization satisfy constraints C3, C4, and C5 in (12) may not be feasible to constraints C1 and C2, which will possibly result in a poor convergence performance of our proposed algorithm and better objective values compared to the optimal of the original problem.
Preliminary BEAST analyses using the RRW model and the ITS data for 40 million generations, sampling every 1000 generations, resulted in low ESS values and poor convergence between analyses for three parameters associated with the RRW model (traitLikelihood, col1, and col2).
Less trivial issue to address is the amplification of the residual resulting from large k, which can lead to poor convergence or stalling in the iterative solve.
This study demonstrates that symptoms often associated with CI are also common in young adults without clinical signs of poor convergence, and also that the majority of subjects with the clinical signs of CI (reduced convergence and fusion range) have no symptoms.
We also tried to fit the data by explicitly including the theoretical form for the MT term [13], but this resulted in poor fitting convergence.
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