Change You Can Believe In

Can you believe what you read?

Can you believe in God and evolution?

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Can you believe what you read in medical journals?

(Chest 1992; 101:1417-19) T he Editor of the ACP Journal Club, Dr. R. Brian Haynes, maintains that “About 9() 1)ercelit of any journal ill l)e publications of prelmniinary studies. Only a small pr porti I) ‘ill l e studies that should he applied in clinical practice. Physicians have to he able to detect those that are appropriate for clinical practice aniong (Itlite a variety that aren’t.” Do 1...

Can you believe what you read in the papers?

The number of reports of clinical trials grows by hundreds every week. However, this does not mean that people making decisions about healthcare are finding it easier to obtain reliable knowledge for these decisions. Some of the information is unreliable. Systematic reviews are helping to resolve this by bringing together the research on a topic, appraising and summarising it. But the quality o...

Change (Detection) You Can Believe in: Finding Distributional Shifts in Data Streams

Data streams are dynamic, with frequent distributional changes. In this paper, we propose a statistical approach to detecting distributional shifts in multi-dimensional data streams. We use relative entropy, also known as the Kullback-Leibler distance, to measure the statistical distance between two distributions. In the context of a multidimensional data stream, the distributions are generated...