A more liberal estimate would be 3000 R&D positions and 15,000 jobs outside of R&D.... and for materials engineers?
A conservative estimate based on the data obtained here (using a cut-off of q ≤ 0.2) is 5% of the genome, whereas a more liberal estimate is 25% because this is the fraction of genes whose expression changed two-fold in response to light.
In comparison, using a Erdos Renyi random model (creating a set of random networks preserving only network size and density) to estimate the level of (binary) connectivity between nodes would likely lead to a more liberal estimate of rich club density as one now also eliminates the hub structure of the network, which is partly determined by the network's degree sequence.
Using this more liberal analysis, we estimated the average error rate of laboratory subproteome experiments to be 14.3%.
In a large Australian cohort study on MCADD screening [ 17], the cumulative relative risk of death or severe metabolic decompensation by age 2 years was estimated to be 0.26 (which would correspond to an effectiveness to prevent adverse outcomes of 74%), with more liberal and more conservative estimates of 0.19 and 0.44, respectively.
Conservative forest masks would lead to lower estimates of total biomass, but a more liberal forest mask would include a higher proportion of marginal forest and thus likely reduce average biomass density.
Although this is much smaller than the 87 % reduction estimated in [22], in which a more liberal over-generation strategy was considered, linearisation rules are still likely to improve results, particularly when combined with more expressive FLMs (see Sect. 3.4).
However, to prevent too optimistic estimates of the accuracy of the diagnostic model, a more liberal p-value for statistical significance will be employed (p = 0.15).
Curves like those presented in Figure 7 allow us also to estimate which labs were more conservative and which were more liberal when calling a given ORF a gene.
The Assembly routinely waited for the latest market data so it could adjust its revenue estimates upward, an act that allowed the Democratic majority to justify more liberal spending.
