<p>Red lines show the distribution of errors from RE estimation, while the blue lines show the distribution of errors from FE estimation. Each panel shows the correlation between the explanatory variable and the group-level effect set to a different value of ρ (0.0, 0.3, 0.6), increasing from left to right. Simulation based on the correct specification of a model with 50 groups and 10 observations per group. 50% of the variation of the outcome variable is explained by residuals, while only 10% of the variation in the explanatory variable is within-groups.</p
(a) Average error in parameter inference in dependence of the true value α. (b) Average inferred val...
<p>Panels 1–4, moving left-to-right and top-to-bottom, shows measurement error as determined by subt...
<p>The line graph (mean ± standard error) provides no information about whether changes are consiste...
<p>The solid red line shows the mean error in the marginal effect estimates from RE estimation, whil...
<p>Row 1 (interpreted like <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.011...
<p>Row 1 (interpreted like <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.011...
<p>The red line shows the MSE from the errors in the marginal effect estimates from RE estimation. T...
<p><i>A:</i> Group mean residual error against mean perturbation size. Error bars are SEM between su...
The first row and the second row are repect to two simulation settings respectively. Panels A and C:...
<p>The model is capable of recreating error distributions seen in the literature, such as those show...
<p>Row 1 (interpreted like <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.011...
This paper focuses on standard error estimation in Fixed-Effects panel models if there is serial cor...
The rate corresponds to the percent of published (i.e. statistically significant) estimates that are...
In all panels, the number of tests is T = 2500, the true incidence rate is ft = 0.05, and the probab...
<p>Distribution of the individual errors (difference between simulation and questionnaire results) f...
(a) Average error in parameter inference in dependence of the true value α. (b) Average inferred val...
<p>Panels 1–4, moving left-to-right and top-to-bottom, shows measurement error as determined by subt...
<p>The line graph (mean ± standard error) provides no information about whether changes are consiste...
<p>The solid red line shows the mean error in the marginal effect estimates from RE estimation, whil...
<p>Row 1 (interpreted like <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.011...
<p>Row 1 (interpreted like <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.011...
<p>The red line shows the MSE from the errors in the marginal effect estimates from RE estimation. T...
<p><i>A:</i> Group mean residual error against mean perturbation size. Error bars are SEM between su...
The first row and the second row are repect to two simulation settings respectively. Panels A and C:...
<p>The model is capable of recreating error distributions seen in the literature, such as those show...
<p>Row 1 (interpreted like <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.011...
This paper focuses on standard error estimation in Fixed-Effects panel models if there is serial cor...
The rate corresponds to the percent of published (i.e. statistically significant) estimates that are...
In all panels, the number of tests is T = 2500, the true incidence rate is ft = 0.05, and the probab...
<p>Distribution of the individual errors (difference between simulation and questionnaire results) f...
(a) Average error in parameter inference in dependence of the true value α. (b) Average inferred val...
<p>Panels 1–4, moving left-to-right and top-to-bottom, shows measurement error as determined by subt...
<p>The line graph (mean ± standard error) provides no information about whether changes are consiste...