convergence of estimates

USAGE SUMMARY

The phrase "convergence of estimates" is correct and usable in written English.
It can be used in contexts where multiple estimates or predictions are being compared or analyzed to find a common point or agreement. Example: "The convergence of estimates from various analysts suggests that the market will stabilize in the coming months."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

Usually in the analysis of the rate of convergence of estimates a boundedness assumption on the explanatory variable X is made besides smoothness assumptions on the regression function and moment conditions on the response variable Y.

Journal of Statistical Planning and Inference

Usually in the analysis of the rate of convergence of estimates besides smoothness assumptions on the regression function and moment conditions on Y also boundedness assumptions on X are made.

Journal of Multivariate Analysis

The convergence of estimates is expected as long as the starting values in the initialisation stage are reasonably close to the actual model parameters.

Journal of Big Data

Overall, our reconstructions add to the growing convergence of estimates above 5750 kg total body mass for Tyrannosaurus, depending on size of individual studied [5] [7].

Plosone

There was also no substantial difference between early and late selection scenarios with regard to convergence of estimates of π.

Genetics, Selection, Evolution

Earlier versions of Migrate had problems with convergence of estimates, migration estimates and their associated profile likelihoods in low signal data [ 98].

BMC Evolutionary Biology

Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

To ensure persistent excitation of the system to achieve convergence of estimated parameters, both axes of the device are actively controlled by an appropriately designed adaptive controller.

IFAC-PapersOnLine

The incorporation of the angular rates, without introducing additional device or external signal, speeds up the convergence of estimating the attitudes, especially the heading.

Advances in Space Research

Figure 3 Convergence of estimated mean and variance of (pmb{h_{1}}) in the submarine landslide at (pmb{t=0.3}) seconds.

Journal of Mathematics in Industry

Convergence of estimated parameters was visually examined and a chain of 10 000 samples was found to be sufficient.

Genetics, Selection, Evolution

We determined that an initial burn-in of 10,000 iterations followed by 10,000 iterations for parameter estimation was sufficient to ensure convergence of parameter estimates.

BMC Genomics

Expert writing Tips

Best practice

When discussing the "convergence of estimates", clarify the criteria used to determine convergence (e.g. a specific threshold or statistical measure) to enhance precision and avoid ambiguity.

Common error

Avoid assuming that the "convergence of estimates" automatically implies accuracy. Convergence only indicates that the estimates are becoming more similar, not necessarily that they are approaching the true value. Always validate converged estimates with external data or additional analysis.

Linguistic Context

The phrase "convergence of estimates" primarily functions as a noun phrase, often serving as the subject or object of a sentence. Ludwig AI indicates its use in contexts involving statistical analysis and modeling. It describes the process or state where multiple estimates become increasingly similar.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "convergence of estimates" is a grammatically sound noun phrase primarily used in scientific and academic contexts to describe the process where multiple estimates approach a similar value. According to Ludwig AI, this phrase is correct and suitable for contexts where you're comparing predictions to find common ground. While "convergence of estimates" is not as common as other phrases, it's essential to clarify the criteria for convergence and avoid equating it with accuracy. Alternatives such as "agreement of estimates" or "alignment of estimates" may be used for clarity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

agreement of estimates

Replaces "convergence" with a more direct synonym, focusing on the alignment of the estimates.

alignment of estimates

Similar to "agreement", but emphasizes the positioning of the estimates closer to each other.

consistency of estimates

Focuses on the degree to which the estimates produce compatible or similar results.

correlation of estimates

Highlights the statistical relationship between the estimates.

consensus of estimates

Implies a collective agreement or majority view among different estimates.

rapprochement of estimates

Suggests a coming together or reconciliation of differing estimates.

harmonization of estimates

Indicates an effort to make the estimates more uniform or compatible.

unification of estimates

Implies combining different estimates into a single, unified value.

drawing estimates together

Focuses on the act of bringing estimates closer to a central value.

estimates trending towards a central value

Emphasizes the movement of estimates toward a common, central point.

FAQs

How is "convergence of estimates" used in statistical analysis?

In statistical analysis, "convergence of estimates" refers to the process where repeated calculations or simulations produce increasingly similar results, indicating that the model is stabilizing and the estimates are reliable. It's a crucial step in validating the accuracy and consistency of statistical models.

What does "convergence of estimates" mean in the context of forecasting?

In forecasting, "convergence of estimates" suggests that different models or methods are producing similar predictions, increasing confidence in the forecast. This can be achieved by using varied datasets or methodologies, and observing if the resulting estimates align.

What are some alternatives to saying "convergence of estimates"?

You can use alternatives like "agreement of estimates", "alignment of estimates", or "consistency of estimates", depending on the specific nuance you want to convey.

How does "convergence of estimates" differ from accuracy of estimates?

"Convergence of estimates" indicates that multiple estimates are becoming more similar to each other, while accuracy refers to how close an estimate is to the true value. It's possible to have converging estimates that are inaccurate if all the methods are subject to the same bias.