statistics and psi: Psi Explorer

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Statistics and Psi

In the early days of psychical research, evidence for psi was gleaned from large effects and clear-cut demonstrations: proof was tantamount to observing a psychic phenomenon in the raw, as it were. Nowadays, the exploration of psi is based on a much subtler form of evidence: statistical inference. Psi is inferred from a multiplicity of experimental trials when the average success rate deviates significantly from chance baseline. (Actually Sir Francis Bacon sensed this way back in the 17th century!)

Suppose we toss a perfectly balanced coin 100 times. It is intuitively obvious that the most probable end result is 50 heads (or tails). This is the chance baseline rate -- the outcome which, on the average, is most likely. Obviously, over the course of many sets of coin-tosses, the actual results will fluctuate quite a bit. Outcomes of 52, 47 or 55 are hardly unusual. On the other hand, results which deviate greatly from the expected average - say, 65 or 30 - while possible, are improbable. The more improbable the result, the more we are justified in considering it as evidence of psi rather than mere chance (assuming, once again, that we verified that this is a "good" coin, with no flaws). The research approach here is the same whether we are using coins, dice, cards, or other random systems with a fixed set of possibilities: we ask a person to try for a particular outcome, and compare the results with what would be expected by chance alone.

Statistical analysis of random events, whatever the field of scientific study, is based on the "normal" curve. Its form is the famous bell-shape which represents the distribution expected for a large sampling of random events. A basic concept here is the "standard deviation" ( sigma or sd ), which is a standardized measure of the distance between a given result and the expected average (chance baseline). In principle, the majority of random events - 64% - fall within 1 sd of the expected mean; 95% of random events should fall within 2 sd.

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