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  1. #1
    Player
    Gamemako's Avatar
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    Aug 2013
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    795
    Character
    Elysia Mazda
    World
    Coeurl
    Main Class
    Armorer Lv 50
    Pretty messy dataset. Can dump linear regression on it based on deviation from minimum value,

    f(x) = 0.400x + 24.01
    r^2 = 0.357

    I'm wondering if it's a linear increase in DPS relative. I noticed that my block strength with the same shield decreased as I leveled through Toto-Rak, which suggests to me that it might be all normalized by the base level value. If so, the 512 parry would suggest a 15.99% base parry rate with base dex and base parry. Just a hypothesis -- should be easy enough to test using a weathered axe and no +dex or +parry gear.
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  2. #2
    Player
    Coramac's Avatar
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    Sep 2013
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    112
    Character
    Coramac Mallestone
    World
    Balmung
    Main Class
    Armorer Lv 50
    Quote Originally Posted by Gamemako View Post
    Pretty messy dataset. Can dump linear regression on it based on deviation from minimum value,

    f(x) = 0.400x + 24.01
    r^2 = 0.357

    I'm wondering if it's a linear increase in DPS relative. I noticed that my block strength with the same shield decreased as I leveled through Toto-Rak, which suggests to me that it might be all normalized by the base level value. If so, the 512 parry would suggest a 15.99% base parry rate with base dex and base parry. Just a hypothesis -- should be easy enough to test using a weathered axe and no +dex or +parry gear.
    It's a step function so your linear regression isn't going to look good.
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  3. #3
    Player
    Gamemako's Avatar
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    Aug 2013
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    Character
    Elysia Mazda
    World
    Coeurl
    Main Class
    Armorer Lv 50
    Quote Originally Posted by Coramac View Post
    It's a step function so your linear regression isn't going to look good.
    Is there any evidence there of a step function? I certainly don't see any in that data or in any data previously collected.

    //EDIT: Data visualized:



    See anything there suggesting a step anywhere?
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    Last edited by Gamemako; 11-19-2013 at 05:06 AM.

  4. #4
    Player
    Coramac's Avatar
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    Sep 2013
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    112
    Character
    Coramac Mallestone
    World
    Balmung
    Main Class
    Armorer Lv 50
    Quote Originally Posted by Gamemako View Post
    Is there any evidence there of a step function? I certainly don't see any in that data or in any data previously collected.

    //EDIT: Data visualized:



    See anything there suggesting a step anywhere?
    Everything in this game that has been analyzed has worked as a step function. While it may not necessarily be true that this follows, you should know better when dealing with probabilities than to use the method you are using.

    Yes, I do see evidence of step function here. There appears to be a significant break with the testing around 240ish. The only issue is whether there is a second break point earlier (which I don't think there is anymore, but Niinjitsu's data indicated there likely was). You do understand that the we're going to see a roughly normal distribution (trials aren't held constant) about the expected value right?

    Are you telling me what you showed doesn't look like a step function? Because it most certainly does.
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