violation of assumption

简明释义

违反假定

英英释义

例句

1.In regression analysis, a violation of assumption can lead to misleading conclusions.

在回归分析中，假设的违反可能导致误导性的结论。

2.The team had to redo the experiment after realizing there was a violation of assumption in their initial setup.

团队在意识到他们的初始设置中存在假设的违反后，不得不重新进行实验。

3.The model's accuracy suffered significantly from a violation of assumption regarding independence of observations.

由于观察值独立性的假设违反，模型的准确性显著下降。

4.The study's results were questioned due to a violation of assumption regarding the normality of the data distribution.

由于数据分布的正态性假设被违反，该研究的结果受到质疑。

5.A violation of assumption in the sampling method could invalidate the entire survey.

抽样方法中的假设违反可能使整个调查失效。

作文

In the realm of scientific research and logical reasoning, the term violation of assumption refers to a situation where the foundational premises on which an argument or hypothesis is built are not upheld. This concept is crucial because it can lead to erroneous conclusions and undermine the validity of a study or theory. For instance, in statistical analysis, researchers often assume that their data follows a particular distribution. If this assumption is violated, the results of the analysis may be misleading. Therefore, understanding and identifying violation of assumption is essential for maintaining the integrity of scientific inquiry.One common example of violation of assumption occurs in the field of psychology. Researchers may assume that participants in a study will respond honestly and consistently. However, if participants do not adhere to these assumptions—perhaps due to social desirability bias or misunderstanding the questions—the findings of the study could be fundamentally flawed. This highlights the importance of designing studies that account for potential biases and ensuring that assumptions are tested and validated.In economics, the violation of assumption can also have significant implications. Many economic models rely on the assumption of rational behavior among consumers and firms. However, if individuals act irrationally or are influenced by external factors, the predictions made by these models may not hold true. This discrepancy between theory and reality can lead to misguided policies and strategies, underscoring the necessity of scrutinizing the assumptions that underpin economic theories.Moreover, in everyday decision-making, we often operate based on certain assumptions about people and situations. For example, a manager might assume that all team members are equally motivated and capable of meeting deadlines. If this assumption is violated—perhaps due to personal issues or lack of skills—the manager may face unexpected challenges in project completion. Recognizing the possibility of a violation of assumption can help leaders adopt more flexible and adaptive management strategies, taking into account the diverse needs and circumstances of their team members.To mitigate the risks associated with violation of assumption, it is vital to foster a culture of critical thinking and skepticism. Researchers and practitioners should routinely question their assumptions and seek out evidence that either supports or contradicts them. This practice not only enhances the robustness of findings but also encourages a deeper understanding of the complexities inherent in human behavior and societal dynamics.In conclusion, the violation of assumption is a critical concept that transcends various fields, from science and economics to everyday life. By acknowledging and addressing potential violations of our assumptions, we can improve the quality of our research, enhance our decision-making processes, and ultimately achieve more accurate and meaningful outcomes. The journey toward knowledge and understanding is fraught with uncertainties, but by remaining vigilant about our assumptions, we can navigate these challenges more effectively. In summary, the violation of assumption (假设的违反) serves as a reminder of the importance of critically evaluating the foundations of our reasoning and the validity of our conclusions. It encourages us to remain open-minded and adaptable in our pursuit of truth, ensuring that our beliefs and actions are grounded in reality rather than unfounded assumptions.

在科学研究和逻辑推理的领域中，术语violation of assumption（假设的违反）指的是一种情况，即构建论点或假设的基础前提未得到遵守。这一概念至关重要，因为它可能导致错误的结论，并削弱研究或理论的有效性。例如，在统计分析中，研究人员通常假设他们的数据遵循特定的分布。如果这一假设被违反，分析结果可能会产生误导。因此，理解和识别violation of assumption（假设的违反）对于维护科学探究的完整性至关重要。一个常见的violation of assumption（假设的违反）例子发生在心理学领域。研究人员可能假设参与者在研究中会诚实且一致地回应。然而，如果参与者没有遵守这些假设——可能是由于社会期望偏差或对问题的误解——研究的结果可能根本存在缺陷。这突显了设计研究的重要性，以考虑潜在的偏差，并确保假设得到测试和验证。在经济学中，violation of assumption（假设的违反）也可能具有重大影响。许多经济模型依赖于消费者和企业之间理性行为的假设。然而，如果个体表现出非理性行为或受到外部因素的影响，这些模型所做的预测可能不再成立。这种理论与现实之间的差异可能导致误导性的政策和战略，强调了审视支撑经济理论的假设的必要性。此外，在日常决策中，我们经常基于对人和情况的某些假设进行操作。例如，经理可能假设所有团队成员的动力和能力都是相同的。如果这一假设被违反——可能是由于个人问题或技能不足——经理在项目完成时可能面临意想不到的挑战。识别violation of assumption（假设的违反）的可能性可以帮助领导者采取更灵活和适应性的管理策略，考虑到团队成员的多样化需求和情况。为了减轻与violation of assumption（假设的违反）相关的风险，培养批判性思维和怀疑文化至关重要。研究人员和从业者应该定期质疑他们的假设，并寻求支持或反驳这些假设的证据。这一做法不仅增强了发现的稳健性，还鼓励对人类行为和社会动态固有复杂性的更深入理解。总之，violation of assumption（假设的违反）是一个关键概念，跨越多个领域，从科学和经济学到日常生活。通过承认和解决我们假设的潜在违反，我们可以提高研究的质量，增强决策过程，并最终实现更准确和有意义的结果。追求知识和理解的旅程充满不确定性，但通过保持对我们假设的警惕，我们可以更有效地应对这些挑战。总而言之，violation of assumption（假设的违反）提醒我们批判性地评估我们推理的基础和我们结论的有效性的重要性。它鼓励我们在追求真理的过程中保持开放心态和适应性，确保我们的信念和行动扎根于现实而非毫无根据的假设。