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Does Context Really Matter? American Statistical Association Amstat Form
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People also ask
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What are the main ethical considerations when using statistics?
Uses methodology and data that are valid, relevant, and appropriate, without favoritism or prejudice, and in a manner intended to produce valid, interpretable, and reproducible results. Does not knowingly conduct statistical practices that exploit vulnerable populations or create or perpetuate unfair outcomes. -
What is the purpose of the American statistical Association?
The ASA's mission is to promote the practice and profession of statistics. Its vision is a world that relies on data and statistical thinking to drive discovery and decisions. The ASA is governed by an elected Board of Directors whose work is shaped by the ASA's Strategic Plan. -
What are the 5 ethical considerations?
Ethical considerations in research are a set of principles that guide your research designs and practices. These principles include voluntary participation, informed consent, anonymity, confidentiality, potential for harm, and results communication. -
What are the key ethical considerations when collecting data?
Avoid or minimize anything that will cause physical or emotional harm to participants. Make participants aware of any potential harms prior to their participation. Try to remain neutral and unbiased. Don't let your personal preconceptions or opinions interfere with the data collection process. -
What is the p-value in ASA statistics?
The ASA defines the p-value as follows: A p-value is the probability under a specified statistical model that a statistical summary of the data (e.g., the sample mean difference between two compared groups) would be equal to or more extreme than its observed value. -
What is the p-value for significance association?
The threshold of statistical significance that is commonly used is a P-value of 0.05. This is conventional and arbitrary. It does not convey any meaningful evidence of the size of the effect. A P-value of 0.01 does not mean the effect size is larger than with a P-value of 0.03. -
What are the ethical considerations in data analytics?
The ethical considerations extend across various dimensions, including privacy concerns related to the collection and storage of personal data, issues of bias and fairness in algorithmic decision-making, and questions of accountability and transparency in understanding how AI systems arrive at their conclusions. -
What are ethics in statistics?
The ethical statistician uses methodology and data that are relevant and appropriate; without favoritism or prejudice; and in a manner intended to produce valid, interpretable, and reproducible results.
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