Having done this, there are strong relationships between model parameters and the summary statistics, which means that inference via ABC on the basis of these statistics should provide good statistical power to infer parameter values.
On the basis of these statistics, we conclude that the assessment produced moderately reliable results.
On the basis of these statistics and results, it appears that the reference-free method more precisely estimates effects that are smaller than those produced by the other two methods; thus, inflation of standard errors is an inadequate explanation.
In 2004, four years after Greece's eurozone application had been endorsed on the basis of those statistics, the newly elected New Democracy government decided to change the method of recording defence equipment expenditure, so as to lighten the budgetary burden during its term of office.
We used the sequence data to compare the quality of predictions that were made on the basis of these different statistics.
"Predicting on the basis of the statistics that are before us has been a very hazardous enterprise".
On the basis of the statistics we have (about which more later), around 0.4% of those ended up with incidents of harm.
Roberts warned that making dire predictions about uncompetitive elections and democracy's death "on the basis of the statistics before us has been a very hazardous enterprise".
Given B bits of feedback, a power codebook P = { p 1, …, p L }, where P j = {p1j,…,p Mj }, j = 1,…,L of cardinality L = 2 B, is designed off-line purely on the basis of the statistics of h.
The idea behind the limited feedback-based power allocation is that a quantized power codebook of size L and a channel partition is computed at the FC by solving the distortion/estimation outage minimization problem purely on the basis of the statistics of the fading channels, which are assumed to be known at the FC and remain invariant during the estimation task.
Rather, the published literature has focussed on two topics in relation to visual surveillance: first, creating low-level vision techniques to detect and classify activities, generally on the basis of the statistics of trajectory information; second, detecting unusual, or inexplicable activity as defined in relation to some model of normality.
