desired level of confidence

USAGE SUMMARY

The phrase "desired level of confidence" is correct and usable in written English.
It can be used in contexts related to statistics, research, or decision-making where a specific degree of certainty is required. Example: "In our analysis, we aim to achieve a desired level of confidence of 95% to ensure the reliability of our results."

✓ Grammatically correct

Science

News & Media

Wiki

Human-verified examples from authoritative sources

Exact Expressions

15 human-written examples

If the proportion of number of times items are assigned together is at least a desired level of confidence times, then this group is considered as one cluster with the desired level of confidence.

Journal of Big Data

(c) Bootstrap re-sampling of Ward's method: Which give statistically significant number of clusters for the desired level of confidence.

Journal of Big Data

In the search for the gene location of a monogenic disorder, multiplicity adjustment is not needed in order to maintain the desired level of confidence.

The American Journal of Human Genetics

Site-specific conditions are incorporated into the analysis, including those of the local rainfall regime and domestic demand for water, in addition to the desired level of confidence.

Journal of Cleaner Production

This can be check by creating a dataset using re-sampling (re-sampling may be from empirical distribution of the data or by re-sampling with replacement from the data) and do clustering for each dataset, if the proportion of an item included in the same cluster is grater or equal to the desired level of confidence, then an item is assigned to the cluster in the given confidence level.

Journal of Big Data

The desired level of confidence which coincides with the level of agreement with the experiments is controlled by the threshold.

BMC Systems Biology

Human-verified similar examples from authoritative sources

Similar Expressions

45 human-written examples

CCP deals with uncertainty by specifying the desired levels of confidence with which the constraints hold.

Journal of Industrial Engineering International

A general methodology is given on the design of GA in a particular problem based on defining the maximum variation of a problem, using the training set to estimate the average probability of a single run to the desired level of statistical confidence, and using the testing set to verify the required performance.

Image and Vision Computing

A statistical-based scenario reduction strategy is applied to determine the minimum number of scenarios required yet still able to compute the true optimal solution for a desired level of accuracy within the specified confidence intervals.

Computer Aided Chemical Engineering

The rate of validation depended on the desired level of significance used to define the confidence interval (CI), and ranged from 76% for polymorphisms identified at α ≤ 10-6 to 60% for those identified at α ≤ 10-2.

BMC Genomics

The required number for enrolment was then set to about 200 patients, based on the desired level of power precision in estimating this parameter (95% confidence interval: 42.9 57.1%, power 80%).

British Journal of Cancer

Expert writing Tips

Best practice

When reporting statistical results, explicitly state the "desired level of confidence" to ensure transparency and reproducibility. For instance, "We conducted the analysis with a desired level of confidence of 95%".

Common error

Avoid using "desired level of confidence" interchangeably with accuracy or precision. Confidence level relates to the reliability of the results, while accuracy refers to how close the results are to the true value. Example: Don't say "We need a higher desired level of confidence to improve the accuracy"; instead, clarify whether you need more reliable results or results closer to the true value.

Linguistic Context

The phrase "desired level of confidence" functions as a noun phrase that specifies a particular threshold or target for certainty, particularly in statistical analysis or decision-making. As indicated by Ludwig AI, it is a correct and usable expression in academic and professional contexts.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

15%

Wiki

15%

Less common in

Formal & Business

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "desired level of confidence" is a technically correct and usable term, as affirmed by Ludwig AI. It is primarily utilized in scientific and research contexts to specify a predetermined threshold for certainty in results. While grammatically sound, it's essential to distinguish it from related concepts like accuracy or precision. When employing this phrase, ensure clarity by explicitly stating the desired level, for example, "We aimed for a desired level of confidence of 95%". Alternatives like "target confidence level" can be considered for stylistic variation, maintaining the intended meaning. It is mainly used in Science-related contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

target confidence level

This alternative replaces "desired" with "target", which has a similar meaning, focusing on a specific goal.

preferred confidence threshold

This alternative replaces "level" with "threshold" and "desired" with "preferred", implying a chosen minimum standard.

required degree of certainty

This option uses more formal language, replacing "level of confidence" with "degree of certainty" and "desired" with "required".

aimed-for confidence standard

This alternative emphasizes the pursuit of a certain standard of confidence.

specified level of assurance

This phrase uses "assurance" instead of "confidence", focusing on the guarantee aspect, and "specified" emphasizes a clear definition.

predetermined confidence value

This alternative highlights the pre-planned nature of the confidence level.

intended level of reliability

This phrase shifts the focus slightly towards the reliability aspect associated with confidence.

acceptable margin of error

This focuses on the inverse – the allowed uncertainty – rather than the confidence itself.

statistical significance threshold

This is more specific to statistical contexts, focusing on the threshold for significance.

confidence target

A shortened version that directly states the goal for confidence.

FAQs

How is "desired level of confidence" used in research?

In research, "desired level of confidence" specifies the probability that the results obtained are not due to random chance. For instance, a 95% confidence level indicates that if the study were repeated multiple times, 95% of the results would be consistent with the original findings.

What does a higher "desired level of confidence" imply?

A higher "desired level of confidence" generally requires a larger sample size or more rigorous analysis to achieve. It indicates a stronger need to minimize the risk of false positives or false negatives in the study results.

What are some alternatives to "desired level of confidence"?

Depending on the context, you can use phrases like "target confidence level", "required degree of certainty", or "acceptable margin of error" to convey a similar meaning.

How do I determine the appropriate "desired level of confidence" for my study?

The appropriate "desired level of confidence" depends on the field of study and the potential consequences of errors. In high-stakes situations, such as medical research, a higher confidence level (e.g., 99%) is often preferred. In less critical applications, a lower confidence level (e.g., 90% or 95%) may be acceptable.