Sentence examples for a very small prior from inspiring English sources

The phrase "a very small prior" is correct and usable in written English.
It can be used in contexts related to statistics, probability, or Bayesian analysis where one refers to a prior distribution that has minimal influence or weight.
Example: "In our Bayesian model, we decided to use a very small prior to ensure that the data would drive the results more than our initial assumptions."
Alternatives: "a minimal prior" or "a negligible prior".

Exact(1)

Importantly, the prior (co variance influences the estimability of parameters, e.g., their degree of independence; also by choosing a very small prior variance (very high prior precision) one can effectively fix the value of a parameter.

Similar(59)

Some philosophers, theologians, and (in their less professional moments) physicists and cosmologists have seen this fact of the very small prior probability of a universe like ours as indicating a use of scientific method as a route to theism.

A: Very small quantities, and we stopped.

To prevent performance degradation, a very small Gaussian prior (i.e., a large weighting factor of the squared l2 norm regularizer) is required, which heavily limits the performance when there is a sufficient amount of adaptation data available.

The rapid increase in population size inferred by the Bayesian skyline analysis also points to a very small effective size prior to the expansion, which is compatible with the long-term population size estimated for several modern cattle breeds [ 37].

Although not statistically significant to a very small sample size, one prior study in healthy volunteers found higher systolic blood pressure and lower diastolic blood pressure in subjects supplemented with echinacea in comparison with placebo [ 10].

For data containing a large number of loci of tiny effect, the empirical Bayes approach should estimate a very small value, and the QNM prior will concentrate on very small effect sizes.

A 0.15 prior weight resulted in only a very small negative quantitative bias with respect to a prior weight of 0 and still decreased the IDM induced noise amplification.

A very small number indicated they had received prior training in eating disorders or mental health, the majority of whom were staff acting in a welfare capacity at their college.

Since the 16S gene is only a very small fraction of the metagenome, our prior experiences showed that extracting 16S sequences and classifying the samples using only the 16S gene sequences do not work well.

A negative slope was seen during attempts where a very small 'countermovement' was visible in the torque signal just prior to torque onset.

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