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Staross / Doto MMR.md
Last active February 10, 2022 20:41
Doto MMR

How much does skill matter, a data-driven analysis

tl;dr

  • At constant skill, your MMR will naturally fluctuate up and down for about 150 points.
  • 100 MMR advantage over your opponents will give your about 3% more chance to win.

Does skill matter is not what is being asked here, but how much exactly does it matter. In other words, how much does 100 MMR advantage over your opponents does impact the probability that you win the game ?

using Gtk
win = @GtkWindow("")
a = @GtkEntry()
setproperty!(a, :text, "some text");
push!(win,a)
signal_connect(a,"key-press-event") do widget, event
if event.keyval == Gtk.GdkKeySyms.Return
states = ["fair"; "unfair"];
coins = ["head", "tail"];
h = jHMM.HMM()
h = set_states(h,(:state,states))
h = set_transitions(h, f(state,statep) ~ P_tr(state,statep) )
h = set_observation_space(h,(:coin,coins))
h = set_emission(h, f(state,coin) ~ P_em(state,coin) )