curtailed sampling

简明释义

缩略抽样

英英释义

例句

1.The results of the study were affected by the curtailed sampling approach used.

研究结果受到了所使用的缩减采样方法的影响。

2.The curtailed sampling method was implemented to speed up data collection in the field.

为了加快现场数据收集，实施了缩减采样方法。

3.In this project, we opted for curtailed sampling to focus on key demographics.

在这个项目中，我们选择了缩减采样以关注关键人口统计特征。

4.Due to budget constraints, the research team had to rely on curtailed sampling for their study.

由于预算限制，研究团队不得不依赖于缩减采样进行研究。

5.To meet tight deadlines, the analysts conducted curtailed sampling instead of a full survey.

为了满足紧迫的截止日期，分析师进行了缩减采样而不是全面调查。

作文

In recent years, the field of research has seen a significant shift towards more efficient methodologies. One such approach that has gained attention is curtailed sampling, which refers to the practice of reducing the amount of data collected during a study while still aiming to maintain its validity and reliability. This technique can be particularly beneficial in various fields, including social sciences, environmental studies, and market research. By implementing curtailed sampling (缩减采样), researchers can save time and resources, allowing them to focus on analyzing the most critical aspects of their data.The concept of curtailed sampling is rooted in the idea that not all data points are equally valuable. In many cases, collecting an exhaustive dataset can lead to diminishing returns, where the additional data does not significantly enhance the quality of the conclusions drawn. For instance, in a survey aimed at understanding consumer preferences, gathering opinions from thousands of respondents may not provide substantially different insights than a carefully selected sample of a few hundred individuals. This realization has led researchers to explore more strategic approaches to data collection, emphasizing quality over quantity.One of the primary advantages of curtailed sampling is its potential to reduce costs associated with research. Traditional data collection methods can be expensive and time-consuming, often requiring extensive manpower and resources. By adopting a curtailed sampling strategy, organizations can allocate their budgets more effectively, investing in high-quality analysis rather than overwhelming amounts of data. This financial efficiency is particularly crucial for smaller organizations or academic institutions that may have limited funding.Moreover, curtailed sampling can enhance the speed of research. In today’s fast-paced world, timely results are often essential for decision-making processes. By limiting the scope of data collection, researchers can expedite their studies, allowing for quicker turnaround times in reporting findings. This agility can be a significant advantage in industries where market dynamics shift rapidly, necessitating swift responses based on current data.However, it is important to approach curtailed sampling with caution. While it can provide numerous benefits, there is a risk of introducing bias if the sampling method is not carefully designed. Researchers must ensure that their reduced sample accurately represents the larger population to avoid skewed results. Techniques such as stratified sampling or random selection can help mitigate these risks, ensuring that even a smaller dataset remains robust and reliable.In conclusion, curtailed sampling (缩减采样) presents a compelling alternative to traditional data collection methods, offering benefits in terms of cost, time, and resource management. As researchers continue to navigate the complexities of modern studies, embracing innovative strategies like curtailed sampling will be essential for producing meaningful and actionable insights. By prioritizing the quality of data over sheer volume, the research community can advance its methodologies and contribute to more effective outcomes across various disciplines.