fitting observations

USAGE SUMMARY

The phrase "fitting observations" is correct and usable in written English.
It can be used when referring to observations that are appropriate or suitable in a particular context or situation. Example: "The researcher made several fitting observations that aligned with the study's objectives."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

Adjustable parameters in the model are found by fitting observations for three kinds of epoxy glasses and high-density polyethylene.

European Polymer Journal

Stress strain relations are developed and are verified by fitting observations in shear oscillation tests for poly vinyl acetate).

Computational Materials Science

Kinetic equations for volume recovery and stress-strain relations for the viscoelastic response are verified by fitting observations in dilatometric and mechanical (static and dynamic) tests.

Mathematical and Computer Modelling

The focus now centres on specifying an I-optimal design for minimising the variance of prediction from fitting observations to model (7).

Applied Petrochemical Research

Adjustable parameters in the stress strain relations are found by fitting observations in relaxation tests and cyclic tests (16 cycles of loading unloading).

International Journal of Solids and Structures

These relations are applied to fitting observations on nanomembranes made of CVD-grown and mechanically exfoliated graphene, graphene oxides with various concentrations of defects, molybdenum disulfide, bismuth selenite, and tungsten diselenide.

Composite Structures

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

Still, the observation in Bhattacharyya and Fries (1982) has elucidated the observation that (7) and (9) can give similar shapes when fitting observed failure data.

Journal of Statistical Distributions and Applications

During the fitting process, observations that are suspicious (e.g. outliers and/or influential points) may cause problems.

Journal of Statistical Planning and Inference

In addition, the fitting of observations with the new Nanog motif is highly significant under a test using randomized motifs (Figures S3).

Plosone

These further parametric alternatives aim to achieve better fit to data (e.g. in terms of deviance) but studies failed to confirm that better fit translates into more reliable inferences potentially due to models over-fitting extreme observations (Nixon and Thompson, 2004; Thompson and Nixon, 2005).

Health Economics

The fitting between observation waveforms and synthetic ones for all events are varies that is identified by variance value (see Figures 4 and 5).

Geoscience Letters

Expert writing Tips

Best practice

When discussing scientific models or statistical analyses, ensure that the term "fitting observations" is accompanied by a clear explanation of the methods used to achieve the fit.

Common error

Avoid using "fitting observations" without specifying the context or criteria for 'fit'. Always clarify what constitutes a good fit in your specific application.

Linguistic Context

The phrase "fitting observations" functions as a gerund phrase acting as a noun, often describing the act of adjusting parameters or models to align with observed data. As Ludwig AI highlights, this is common in scientific and technical contexts.

Expression frequency: Common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

The phrase "fitting observations" is grammatically correct and commonly used, primarily in scientific and technical fields, as Ludwig AI confirms. It describes the process of aligning models or parameters with empirical data to ensure accuracy and validity. While generally appropriate, it's crucial to provide context and clarify the specific criteria for 'fit' to avoid overgeneralization. Alternative phrases such as ""matching data"" or ""aligning with empirical evidence"" can be used depending on the specific nuance you want to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

matching data

Focuses on the alignment or correspondence between data points rather than the process of adjustment.

aligning with empirical evidence

Emphasizes the connection to real-world evidence, making it more formal and specific.

conforming to observed data

Highlights adherence to existing data sets with emphasis on precision.

calibrating models against reality

Suggests adjustments to a model to reflect real-world conditions, often used in scientific contexts.

validating with experimental results

Emphasizes the use of experiments to confirm or support something, implying a test of accuracy.

harmonizing with findings

Focuses on achieving agreement or consistency with established findings.

correlating with real-world events

Emphasizes finding relationships or connections between abstract data and specific events.

reconciling with observational facts

Implies resolving inconsistencies between a theory or model and observed facts.

adjusting to empirical results

Suggests a direct adaptation based on observed outcomes, useful in A/B testing and similar data-driven adjustments.

relating to documented evidence

Emphasizes the connection to documented sources and verified evidence.

FAQs

How can I use "fitting observations" in a sentence?

You might say, "Adjustable parameters in the model are found by "fitting observations" for three kinds of epoxy glasses" to explain how a model's parameters are determined.

What does "fitting observations" mean in scientific research?

In scientific research, "fitting observations" typically refers to the process of adjusting a model or theory to align with empirical data or experimental results. This ensures the model accurately reflects real-world phenomena.

Are there alternatives to the phrase "fitting observations"?

Yes, depending on the context, you could use phrases like "matching data", "aligning with empirical evidence", or "conforming to observed data".

What is the importance of "fitting observations" in statistical modeling?

In statistical modeling, "fitting observations" is crucial for ensuring that the model accurately represents the underlying data. A good fit indicates that the model's predictions align well with the observed values, improving the model's reliability and predictive power.