The problem is, I have EXPLAINED in many ways, and given many examples as to why I have an (as you put it) "unwillingness" to look beyond the "surface level". Also, the thing is, I HAVE looked a bit at just WHAT IS beyond that surface level. Not only do I literally have a very hard time even understanding what I am looking at, but the majority of the time a person is attempting to use them in an argument, I also disagree with what they are saying, either the "stats" or the person.
The MAIN argument/question is THIS: HOW MUCH should you take these "stats" in account when evaluating hockey players?
I have many issues with using these "stats" as your major or PRIMARY "evaluation tool". To put it simply, the amount of VARIABLES that these models "leave out" is SO significant, that they should be looked at/taken in with extreme discretion. I'm talking tangible variables and intangible variables. Were talking team by team, line by line. "Chemistry", or the lack there of between players/lines/teams. Coaching techniques and decisions. Off ice issues. Sickness. Playable injuries we know nothing about. REAL VARIABLES that can not be given a "decimal value" and plugged into the model. Not to mention all the little bounces, mistakes, or great offensive or defensive plays that happen ON THE ICE, THAT THESE MODELS DO NOT (literally can not) TAKE INTO ACCOUNT. Things that affect the game MORE (imo, I guess) than the "tangible" variables these models DO take into account.
The problem with these variables that are involved with the models (and given number values) is that they are given ARTIFICIAL VALUES. They are not realistic in terms of "impact". Therefore the "stats" are not REALISTIC.
What's even more UNREALISTIC (when looking beyond the surface) is using these unrealistic numbers to then MAKE UP completely new "advanced analysis" comparing players ON DIFFERENT TEAMS AND THAT PLAY VASTLY (goalie to skater) DIFFERENT POSITIONS.
They may show WHAT has happened, but most of the "Analytics Crew" attempt to pass of that they show WHY things have happened. With SO MUCH info missing and much of the other info (again, I guess imo) misinterpreted, they should be looked at as "stats" not "FACTS".
Nothing about them is ADVANCED, other than the math you have to do to come up with the "stats" aka "reality".