What does my post have to do with knives? Maybe nothing, but here it goes
There's another type of statitics, called "Bayesian", that is of very different mathematical origin than the so called "Classical" statistics. Bayesian analysis doesn't use hypothesis tests or p values. But, what seems to me its greatest practical advantage, is that it allows (actually, requires) you to quantify your previous knowledge into something called a "prior distribution." Test observations are combined in a mathematically formal way with the prior distribution to produce the, you guessed it, "posterior distribution." Inferences about the population are then based on the posterior.
So what? Well, Bayesian statistics doesn't force you to pretend you don't know anything about the test subject before you collect data. We already know, or strongly believe, that hard metals are also brittle. So when we observe a knife that is both hard and brittle, it adds to what we already know. We strongly believe that experienced metallartists like Mad Dog can achieve consistent results. So when we obsere two strongly similar articles, it confirms our prior beliefs. Notice that we don't have to start out by saying, "Suppose we don't know anything about the hardness-brittleness relationship or quality knife makers. Now collect 30 samples ..." You start with knowledge, observe, and then update your knowledge.
Would I buy a Mad Dog? Heck yeah! Would I pry with it? Not now! Would I chop all day and expect it to hold a great edge? You betcha!
BTW - Two guys I work with just bought BM710s with M2 steel. They were downright dull out of the box. Forget the toilet paper test. These knives couldn't pass the heavy catalog cover test! I dropped one on the concrete and the blade chipped in 3 places. Does Benchmade make their M2 too hard?
So don't use your Benchmade M2 or Mad Dog TUSK for prying. That's what God invented screwdrivers for!
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David
Life is good in Hollywood, Maryland!