The incentive to do a really good job is not very strong right now.
The incentive to do a really good job is not very strong right now.
Unfortunately, this is true of more human endeavors than not.
But the author is correct about the variability of "good enough," and the need to be more transparent with results and how they are obtained.
Originally shared by Alex Scrivener
"I have a truly marvelous demonstration of this proposition which this margin is too narrow to contain." -Fermat
"I have a truly marvelous regression result, but I can't show you the data and won't even show you the computer program that produced the result" - Typical paper in economics and finance.
...
The solution is pretty obvious: to be considered peer-reviewed "scientific" research, authors should post their programs and data. If the world cannot see your lab methods, you have an anecdote, an undocumented claim, you don't have research. An empirical paper without data and programs is like a theoretical paper without proofs.
Unfortunately, this is true of more human endeavors than not.
But the author is correct about the variability of "good enough," and the need to be more transparent with results and how they are obtained.
Originally shared by Alex Scrivener
"I have a truly marvelous demonstration of this proposition which this margin is too narrow to contain." -Fermat
"I have a truly marvelous regression result, but I can't show you the data and won't even show you the computer program that produced the result" - Typical paper in economics and finance.
...
The solution is pretty obvious: to be considered peer-reviewed "scientific" research, authors should post their programs and data. If the world cannot see your lab methods, you have an anecdote, an undocumented claim, you don't have research. An empirical paper without data and programs is like a theoretical paper without proofs.
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