reliable inferences

USAGE SUMMARY

The phrase "reliable inferences" is correct and usable in written English.
It can be used when discussing conclusions or deductions that can be trusted based on evidence or reasoning. Example: "The study provided reliable inferences about the relationship between diet and health outcomes."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The goal is to make reliable inferences while making minimal assumptions about the models generating the data.

University of California, Berkeley

To enable more reliable inferences in these small subpopulations, she has developed a Bayesian multilevel model by borrowing information from other subpopulations.

Columbia University

Kaliouby often emphasizes that this technology can read only facial expressions, not minds, but Affdex is marketed as a tool that can make reliable inferences about people's emotions — a tap into the unconscious.

The New Yorker

Reliable inferences require attention to species-specific ecological characteristics and their interactions with environmental conditions at a range of spatial scales.

Biological Conservation

To draw reliable inferences from these case histories about extinctions in other groups of species requires that these be representative and not selected with a bias toward high extinction rates.

Encyclopedia Britannica

Finally, I will introduce areas where statistical machine-learning techniques are leading to new classes of computational diagnostic and treatment planning tools—tools that tease out subtle information from “messy” observational datasets, and provide reliable inferences given detailed context about the individual patient.

University of California, Berkeley

In a nutshell, the problem is that when one's favorite theory is foisted on the data, the end result is invariably an empirical model which is both statistically and substantively misspecified, but one has no way to disentangle the two sources of error in order to draw reliable inferences.

Economic Modelling

Many other studies had flaws that he says make it impossible to draw reliable inferences.

Science Magazine

Identifying outliers is essential to the data analyst in order to make reliable inferences on the data at hand.

Journal of Statistical Distributions and Applications

This pattern likely reflects the unreliability of uncorrected transitions for the ineligible group, which is dominated by labor force entrants, and it precludes reliable inferences.

IZA Journal of Labor Policy

In the former case, matching PISA and TALIS should yield a synthetic data set that retains the ability to draw valid and reliable inferences of policy relevance.

Large-scale Assessments in Education

Expert writing Tips

Best practice

When aiming for "reliable inferences", ensure your data is robust and your methodology is transparent. Document your process meticulously to enhance the credibility of your conclusions.

Common error

Avoid making overly strong claims about "reliable inferences" when your dataset is small or biased. Acknowledge the limitations of your data to maintain scholarly integrity.

Linguistic Context

The phrase "reliable inferences" functions as a noun phrase, where "reliable" modifies "inferences". It describes the quality of conclusions or deductions drawn from data or evidence. Ludwig confirms the phrase is usable in English.

Expression frequency: Very common

Frequent in

Science

60%

Academia

25%

News & Media

15%

Less common in

Encyclopedias

0%

Wiki

0%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "reliable inferences" is a grammatically sound and frequently used term, especially within scientific and academic contexts. It signifies conclusions or deductions that are trustworthy due to their basis in solid evidence and sound reasoning. As Ludwig AI confirms, the phrase is suitable for formal and professional communication. When using this phrase, ensure your methodology is transparent and your data robust to truly warrant the "reliable" descriptor. Alternatives such as "trustworthy deductions" or "dependable conclusions" can be used to convey a similar meaning while potentially adjusting the nuance slightly.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

trustworthy deductions

Focuses on the act of deduction being trustworthy, emphasizing the process rather than the outcome.

dependable conclusions

Highlights the dependability of the conclusions drawn, suggesting they can be relied upon.

valid deductions

Emphasizes the logical validity of the deductions, implying they are sound and well-reasoned.

sound judgments

Implies the judgments made are well-founded and sensible, stressing the quality of the assessment.

credible assumptions

Highlights the believability and trustworthiness of the underlying assumptions.

robust conclusions

Indicates the conclusions are strong and resilient to scrutiny, implying a high degree of certainty.

accurate interpretations

Focuses on the correctness of the interpretations, suggesting they are free from error.

well-founded estimations

Emphasizes the solid basis of the estimations, indicating they are based on reliable information.

evidence-based deductions

Specifically points to deductions that are grounded in concrete evidence, highlighting the empirical support.

defensible assertions

Highlights that the assertions made are capable of being defended or justified.

FAQs

How can I ensure I'm making "reliable inferences"?

To ensure you are making "reliable inferences", focus on using high-quality data, applying appropriate methodologies, and clearly outlining the limitations of your analysis. Transparency and rigor are key.

What are some alternatives to the phrase "reliable inferences"?

You can use alternatives like "trustworthy deductions", "dependable conclusions", or "valid deductions" to convey a similar meaning.

What makes an inference "reliable"?

An inference is considered "reliable" when it is based on solid evidence, sound reasoning, and a transparent methodology, making it trustworthy and likely to be accurate.

In what contexts is it most important to make "reliable inferences"?

Making "reliable inferences" is crucial in contexts such as scientific research, academic studies, and policy-making, where accurate and trustworthy conclusions are essential for informed decision-making.