Mrtennis,
Good question. Bias is the conclusion that information that you have gathered is still "true", and "fair" or the most accurate representation of a physical outcome.
When we stop collecting additional data to support a "bias" we now have a "belief system", or a choice made using what is incomplete and not fair. Once you stop challenging your data, you can no longer be as confident that it is right. It still could be, mind you, you just can't say that it is statistically as accurate without new data involved.
Look at anti-oxidants and aging, new data says it's bunk.
The Gulf-stream mechanisms warming Europe is being challenged by global ocean sensors (more accurate than a hypothesis derived 100 years ago). The "old" model is being taken apart as wrong (we believed it for 100 years!).
I could go on, but that's my general premise...people (like me!) take what data we want to "believe" and then STOP the process once it agrees with our "belief" system. But, it's not totally true, is it? A belief system is static, and unfair.
Human nature and date is very odd.
We'll spend 20 bucks a month on the lottery. Our odds are millions to one to win, and have nothing. We could put the twenty in a mutual fund and in 30 years have six figures. What do most people do? Here we have a preference, though. We KNOW the odds are terrible, but we do it anyway. There is nothing wrong with that.
I don't call bias preference. Preference does not involve a degree of bias, it is a choice based on what is right. I HATE a truly accurate stereo as it has too little bass energy to make me happy. The test equipment is right, but I'm not happy. Still, I KNOW what is right from wrong. My PREFERENCE is more bass. Still, I know what is right...that's the key difference. It is a "fair" choice, as I know what right is.
From my original example of one small matrix I neglected to address were cables. I "knew" (stopped collecting data when I had enough data to support what I wanted to believe) cables made little difference. That "was" true with 1980's technology, but not so today. I didn't "prefer" to think cables made no difference, I though I knew that they didn't make a difference. This wasn't a "bias" in my mind as it was "true" (NOT!). I didn't think I was unfair, but to exclude new data says that I actually was. You can only have a preference when you know the truth (no bias), and decide to move to, or away, from it. So a preference is supported with an accurate depiction of what is possible to chose from.
BIAS - Prejudice in favor of or against one thing, person, or group compared with another, usually in a way considered to be unfair.
That said, I am fully aware of this bias. There are many aspects of things that I think I have the most "right" answer to, which are undoubtedly incorrect. This may not be a conscious bias to be unfair, but it is, even if I don't know it. You can never stop expanding the matrix with new data to reset your data sets "bias" to as small a value as you can. Any data set that does not include all the data on a given subject is "unfair" and hence, bias.
A preference does not have to be right, you just like it. And, there is absolutely nothing wrong with that when you make the choice against the most accurate representation of "right" at the time.
That's why this hobby is so much fun. We get it all "right" in our heads, or we all try to as best we can, and then place our "preferences" against the data sets. This is different than BIAS, where we exclude data so our preferences are less accurate as to what we "could" have chosen from. Time moves on...so does the data.
I didn't know I could change cables to improve my system 30 years ago. Today? I have a "preference" to cables I've listened to for sure, but my "bias" that they don't make a difference has been reduced, not eliminated, by listening to many, many cables. I can now select from a much less bias data set and get a much more accurate preferred sound.
Good question. Bias is the conclusion that information that you have gathered is still "true", and "fair" or the most accurate representation of a physical outcome.
When we stop collecting additional data to support a "bias" we now have a "belief system", or a choice made using what is incomplete and not fair. Once you stop challenging your data, you can no longer be as confident that it is right. It still could be, mind you, you just can't say that it is statistically as accurate without new data involved.
Look at anti-oxidants and aging, new data says it's bunk.
The Gulf-stream mechanisms warming Europe is being challenged by global ocean sensors (more accurate than a hypothesis derived 100 years ago). The "old" model is being taken apart as wrong (we believed it for 100 years!).
I could go on, but that's my general premise...people (like me!) take what data we want to "believe" and then STOP the process once it agrees with our "belief" system. But, it's not totally true, is it? A belief system is static, and unfair.
Human nature and date is very odd.
We'll spend 20 bucks a month on the lottery. Our odds are millions to one to win, and have nothing. We could put the twenty in a mutual fund and in 30 years have six figures. What do most people do? Here we have a preference, though. We KNOW the odds are terrible, but we do it anyway. There is nothing wrong with that.
I don't call bias preference. Preference does not involve a degree of bias, it is a choice based on what is right. I HATE a truly accurate stereo as it has too little bass energy to make me happy. The test equipment is right, but I'm not happy. Still, I KNOW what is right from wrong. My PREFERENCE is more bass. Still, I know what is right...that's the key difference. It is a "fair" choice, as I know what right is.
From my original example of one small matrix I neglected to address were cables. I "knew" (stopped collecting data when I had enough data to support what I wanted to believe) cables made little difference. That "was" true with 1980's technology, but not so today. I didn't "prefer" to think cables made no difference, I though I knew that they didn't make a difference. This wasn't a "bias" in my mind as it was "true" (NOT!). I didn't think I was unfair, but to exclude new data says that I actually was. You can only have a preference when you know the truth (no bias), and decide to move to, or away, from it. So a preference is supported with an accurate depiction of what is possible to chose from.
BIAS - Prejudice in favor of or against one thing, person, or group compared with another, usually in a way considered to be unfair.
That said, I am fully aware of this bias. There are many aspects of things that I think I have the most "right" answer to, which are undoubtedly incorrect. This may not be a conscious bias to be unfair, but it is, even if I don't know it. You can never stop expanding the matrix with new data to reset your data sets "bias" to as small a value as you can. Any data set that does not include all the data on a given subject is "unfair" and hence, bias.
A preference does not have to be right, you just like it. And, there is absolutely nothing wrong with that when you make the choice against the most accurate representation of "right" at the time.
That's why this hobby is so much fun. We get it all "right" in our heads, or we all try to as best we can, and then place our "preferences" against the data sets. This is different than BIAS, where we exclude data so our preferences are less accurate as to what we "could" have chosen from. Time moves on...so does the data.
I didn't know I could change cables to improve my system 30 years ago. Today? I have a "preference" to cables I've listened to for sure, but my "bias" that they don't make a difference has been reduced, not eliminated, by listening to many, many cables. I can now select from a much less bias data set and get a much more accurate preferred sound.