IRS, importance re-sampling; MH, Metropolis-Hastings with Gaussian proposal distribution with standard deviation σ ;SS, slice sampling-based approach.
The main goal of the proposal is to detect deviations from a concurrent varying coefficient model potentially in a subset of the longitudinal predictors with nonzero estimated lags.
Also, the standard deviation of the proposal density is optimally calculated for the proposed method and for SIS-based tracking as σ q = (2, 3) and σ q = (5, 8), respectively.
This proposal is supported by the significant deviation in the I2 to I1 transition of S228P from that of the WT βB1 (Fig. 3).
The correct reviewer recommends funding only for high-quality proposals, defined as those exceeding a minimum threshold (i.e., in the top 16% of all proposals or at least one standard deviation above the mean).
For the two scaling parameters with uniform bounds and priors, a normal proposal distribution with mean 0 and standard deviation 0.08 was used.
We manually controlled the rate deviation, which determines the boldness of the proposal procedure of the MCMC, to be consistent with acceptance rates ranging between 0.2 and 0.4 (proportion of proposals accepted).
In our framework, if an increase in the standard deviation of male BMI increases the reservation marriage proposal and search duration of women, this will increase the bargaining power of married men, decreasing their labor supply.
The key determinants of the reservation marriage proposal in our context are the means and the standard deviations of male and female BMI.
While an increase in the mean male (female) BMI will decrease the reservation marriage proposal and search duration of women (men), the effect of the standard deviation of BMI on the reservation marriage proposal can only be unambiguously signed under the assumption of risk-neutral searchers and a mean-preserving spread.
The posterior distribution of the {αj} was explored with the Metropolis-Hastings algorithm, using a simple proposal, and was summarized by the posterior mean of each aj and its root-mean-square deviation about the mean.
