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Statistics, when used in a misleading fashion, can trick the casual observer into believing something other than what the data shows. That is, a misuse of statistics occurs when a statistical argument asserts a falsehood. In some cases, the misuse may be accidental. In others, it is purposeful and for the gain of the perpetrator.
For example, Dennis Lindely argues for the more general analysis of statistics as the study of uncertainty. [1] The subject involves the meaning, justification, utility, use and abuse of statistics and its methodology, and ethical and epistemological issues involved in the consideration of choice and interpretation of data and methods of ...
Big data ethics, also known simply as data ethics, refers to systemizing, defending, and recommending concepts of right and wrong conduct in relation to data, in particular personal data. [1] Since the dawn of the Internet the sheer quantity and quality of data has dramatically increased and is continuing to do so exponentially.
Macroethics (from the Greek prefix "makros-" meaning "large" and "ethos" meaning character) is a term coined in the late 20th century [1] to distinguish large-scale ethics from individual ethics, or microethics. It is a type of applied ethics. Macroethics deals with large-scale issues, often in relation to ethical principles or normative rules ...
Selection bias is the bias introduced by the selection of individuals, groups, or data for analysis in such a way that proper randomization is not achieved, thereby failing to ensure that the sample obtained is representative of the population intended to be analyzed. [1]
Such examples are quite common and can include cases from everyday life, stories, or thought experiments, like Sartre's student or Sophie's Choice discussed in the section on examples. [10] The strength of arguments based on examples rests on the intuition that these cases actually are examples of genuine ethical dilemmas.
Pages in category "Ethics and statistics" The following 20 pages are in this category, out of 20 total. This list may not reflect recent changes. A. Animal testing; C.
Research ethics is a discipline within the study of applied ethics. Its scope ranges from general scientific integrity and misconduct to the treatment of human and animal subjects. The social responsibilities of scientists and researchers are not traditionally included and are less well defined.