using the sample average

USAGE SUMMARY

The phrase "using the sample average" is correct and usable in written English.
It can be used in contexts involving statistics, data analysis, or research when referring to the calculation of an average from a sample of data. Example: "In our analysis, we will be using the sample average to estimate the population mean."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

The stochastic AWSR problem was transformed into a deterministic counter part using the sample average approximated (SAA) method.

EURASIP Journal on Wireless Communications and Networking

We use Conditional Value at Risk (CVaR) to approximate the chance constraint, and we get the approximation problem of the chance constrained stochastic programming by using the sample average approximation (SAA) method.

Systems Engineering Procedia

It has been shown [ 13] that provided the distances derived from sequences satisfy the maximum likelihood criterion, their distribution is approximately multivariate normal, which allows to estimate their variances and covariances using the sample average method [ 13].

BMC Evolutionary Biology

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

We use the Sample Average Approximation (SAA) approach together with Benders decomposition to provide a solution method.

Transportation Research Part E: Logistics and Transportation Review

We evaluate the marginal effects at every observation and use the sample average of the individual marginal effects.

SERIEs

We again evaluate the marginal effects at every observation and use the sample average of the individual marginal effects.

SERIEs

Since we do not have the full information about the exact distribution of the outage event ζ k i, we would use the sample average to approximate the expectation.

EURASIP Journal on Wireless Communications and Networking

When using proportional data, the sample average fitness of infected males was 5.54% lower than that of cured males, (95% bootstrap confidence interval  = −14.10%, +1.71%).

Plosone

The proposed method makes use of the sample average approximation (SAA) method with statistical bounding techniques.

Computers & Chemical Engineering

Pearson rank tests using the per sample averages as blocks showed P-values below 2×10−5 for all pairs of tools except PyNAST versus mothur in the 1 k reference MSA benchmarks.

Bioinformatics

The model was solved using a modified version of the sample average approximation (SAA) algorithm, which decomposes the original problem into two: a deterministic MINLP model and a stochastic NLP model.

Computer Aided Chemical Engineering

Expert writing Tips

Best practice

When describing a statistical method, clarify what the "sample average" represents. For example, "using the sample average of daily temperatures to estimate the monthly average".

Common error

Don't assume your audience knows what constitutes the "sample". Always specify the source and characteristics of the sample from which the average is derived to avoid misinterpretations.

Linguistic Context

The phrase "using the sample average" functions primarily as a methodological descriptor. It specifies the action of employing a calculated average from a subset of data (the sample) within a broader process or analysis. According to Ludwig, this phrase is grammatically correct and usable.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "using the sample average" is a grammatically correct and functionally clear way to describe the application of a sample's average in analysis or computation. Ludwig AI confirms its usability and grammatical correctness. It's most commonly found in scientific contexts. When employing this phrase, ensure you clearly define the sample and its relevance to your analysis to avoid ambiguity. Alternative phrasing such as “employing the sample mean” can offer greater formality.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

employing the sample mean

Replaces 'average' with 'mean', which is a synonym in a statistical context. Highlights the use of the mean value calculated from a sample.

calculating the sample average

Focuses on the action of calculating the average, rather than the act of using it. Emphasizes the computation involved.

determining the sample mean

Similar to calculating, but emphasizes finding or establishing the mean value.

applying the average of the sample

Changes the structure to emphasize applying the result of the averaging process in further calculations.

utilizing the sample mean

A more formal synonym of 'using', maintaining the statistical context.

taking the average of the sample

Describes the act of averaging as 'taking' the average, implying a direct action on the sample.

with the sample average as a basis

Shifts the focus to the average serving as a foundation for further analysis or computation.

on the basis of the sample average

Similar to the above, emphasizing the average as the starting point for a process.

averaging the sample data

Focuses on the process of averaging the data, rather than using the resulting average.

computing the average from the sample

Highlights the computational aspect of deriving the average value from the given sample.

FAQs

What does "using the sample average" mean in statistics?

In statistics, "using the sample average" refers to employing the mean value calculated from a subset of a population (the sample) to estimate a characteristic of the entire population. This is a common method in statistical inference.

How is "employing the sample mean" different from "using the sample average"?

The phrases are largely synonymous. "Mean" is simply a more technical term for "average" in statistics. Therefore, using either phrase depends on the formality of the context.

When is it appropriate to use "using the sample average" in a research paper?

It is appropriate when describing a methodology where you calculate and then utilize the average value derived from a sample. For instance, "We are "calculating the sample average" of test scores to predict overall performance".

What are some alternative ways to express the idea of "using the sample average"?

Alternatives include "applying the sample mean", "determining the sample mean", or "basing the analysis on the sample average", depending on the specific nuance you want to convey.