Risk factors and interventions with statistically significant tiny effects
نویسندگان
چکیده
منابع مشابه
Statistically significant sites
Most of us know less about statistics than we feel we should but, even as a scientist, it’s often not necessary to be an expert. When it comes to presenting your data, or reviewing someone else’s, however, it can help to have a ready reference at your fingertips. Before you run out and buy a textbook or ask advice from a colleague, take a look at what the web has to offer. Sites offering online...
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Fortunately, the probability that the process was simply a chance encounter can be calculated, and a minimum threshold of statistical significance can be set. If the results are obtained such that the probability that they are simply a chance process is less than this threshold of significance, then we can say the results have a high probability of not being due to chance. Note that the probabi...
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In many data exploration tasks it is meaningful to identify groups of aribute interactions that are specic to a variable of interest. For instance, in a dataset where the aributes are medical markers and the variable of interest (class variable) is binary indicating presence/absence of disease, we would like to know which medical markers interact with respect to the binary class label. ese ...
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Classification based on association rule mining has become a popular technique within the data mining community. However, it has now been emphatically shown that association rules generated solely on the basis of support and confidence are often not statistically significant i.e, the rules generated are artifacts of the particular dataset being mined rather than a relationship inherent in the u...
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Contrast set learning is important to discover control variables that can distinguish different groups in a dataset. Association rule mining has an inherent connection to the contrast set learning problem and has also been used to address it. All of the association rule based contrast set learning techniques use support-confidence based methods and inherit their limitations. In recent years sta...
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ژورنال
عنوان ژورنال: International Journal of Epidemiology
سال: 2011
ISSN: 0300-5771,1464-3685
DOI: 10.1093/ije/dyr099