লক্ষ্য করুন: এই এন্ট্রির অনুবাদ বর্তমানে মান পর্যালোচনার অধীনে রয়েছে, তাই কিছু বিষয়বস্তু সাময়িকভাবে শুধুমাত্র ইংরেজিতে প্রদর্শিত হচ্ছে।
এই এন্ট্রিটি এখনও আপনার ভাষায় অনুবাদ করা হয়নি, তাই নিচে মূল লেখাটি দেখানো হচ্ছে।
frequentist
This term carries a technical, academic connotation used primarily within the fields of statistics, data science, and philosophy of science. It describes a specific epistemological stance where probability is viewed as an objective property of a system, measured by the limit of its relative frequency over many trials. This contrasts sharply with the Bayesian perspective, which treats probability as a degree of belief or subjective certainty.
In professional discourse, the term is often used to categorize a methodology rather than a personal identity. While it can refer to a person, it more frequently describes the theoretical framework or the specific mathematical tools, such as p-values and confidence intervals, employed in a study.
Meanings
A statistician or researcher who adheres to the frequentist approach to statistics, which defines probability as the long-run frequency of an event occurring in a large number of identical trials.
The frequentist researcher relied on p-values to determine the significance of the experimental results.
Examples
The professor is a strict frequentist who refuses to use prior distributions.
We should apply a frequentist approach to analyze these clinical trial results.
I wonder if a frequentist would agree with this interpretation of the p-value.
The debate between the frequentist and the Bayesian perspectives continues in modern statistics.
He takes a frequentist view of probability based on long-run frequencies.
Is this analysis based on frequentist or Bayesian inference?
As a frequentist, she believes that probability is an objective property of the system.
The study employs frequentist methods to determine statistical significance.
The study employs frequentist methods to determine statistical significance.