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Probability
Last post 01-23-2008, 2:21 PM by Azuarc. 20 replies.
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04-05-2007, 12:29 PM |
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Kysuke
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Joined on 11-27-2006
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Connecticut
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Posts 5,461
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I came up with a probability sheet for how likely it is to draw a specific card given the number of cards drawn. This table assumes that the deck size is 60 and the deck contains 4 copies of the specific card. The table starts at 7 because your opening hand is 7.
So for those who's wondering, the likelihood of a hunter playing a turn 1 Bloodclaw (given that he has 4 in his deck), is the sum of the first row (39.9%). This does not account for mulligan.
The table doesn't illustrate this, but if you have 3 copies, then this probability decreases to 31.5%, for 2 it's 22.1%, and for 1 it's 11.7%.
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P(drawing N specific cards given total cards drawn) |
| Cards Drawn |
1 |
2 |
3 |
4 |
| 7 |
0.336 |
0.059 |
0.004 |
0.000 |
| 8 |
0.363 |
0.076 |
0.006 |
0.000 |
| 9 |
0.384 |
0.094 |
0.009 |
0.000 |
| 10 |
0.402 |
0.113 |
0.012 |
0.000 |
| 11 |
0.416 |
0.133 |
0.017 |
0.001 |
| 12 |
0.426 |
0.153 |
0.022 |
0.001 |
| 13 |
0.432 |
0.173 |
0.028 |
0.001 |
| 14 |
0.436 |
0.193 |
0.034 |
0.002 |
| 15 |
0.436 |
0.213 |
0.042 |
0.003 |
| 16 |
0.435 |
0.233 |
0.051 |
0.004 |
| 17 |
0.430 |
0.252 |
0.060 |
0.005 |
| 18 |
0.424 |
0.270 |
0.070 |
0.006 |
| 19 |
0.415 |
0.288 |
0.081 |
0.008 |
| 20 |
0.405 |
0.304 |
0.094 |
0.010 |
| 21 |
0.394 |
0.319 |
0.106 |
0.012 |
| 22 |
0.381 |
0.333 |
0.120 |
0.015 |
| 23 |
0.366 |
0.346 |
0.134 |
0.018 |
| 24 |
0.351 |
0.357 |
0.149 |
0.022 |
| 25 |
0.336 |
0.366 |
0.165 |
0.026 |
| 26 |
0.319 |
0.374 |
0.181 |
0.031 |
| 27 |
0.302 |
0.380 |
0.198 |
0.036 |
| 28 |
0.285 |
0.384 |
0.215 |
0.042 |
| 29 |
0.267 |
0.387 |
0.232 |
0.049 |
| 30 |
0.250 |
0.388 |
0.250 |
0.056 |
| 31 |
0.232 |
0.387 |
0.267 |
0.065 |
| 32 |
0.215 |
0.384 |
0.285 |
0.074 |
| 33 |
0.198 |
0.380 |
0.302 |
0.084 |
| 34 |
0.181 |
0.374 |
0.319 |
0.095 |
| 35 |
0.165 |
0.366 |
0.336 |
0.107 |
| 36 |
0.149 |
0.357 |
0.351 |
0.121 |
| 37 |
0.134 |
0.346 |
0.366 |
0.135 |
| 38 |
0.120 |
0.333 |
0.381 |
0.151 |
| 39 |
0.106 |
0.319 |
0.394 |
0.169 |
| 40 |
0.094 |
0.304 |
0.405 |
0.187 |
| 41 |
0.081 |
0.288 |
0.415 |
0.208 |
| 42 |
0.070 |
0.270 |
0.424 |
0.230 |
| 43 |
0.060 |
0.252 |
0.430 |
0.253 |
| 44 |
0.051 |
0.233 |
0.435 |
0.278 |
| 45 |
0.042 |
0.213 |
0.436 |
0.306 |
| 46 |
0.034 |
0.193 |
0.436 |
0.335 |
| 47 |
0.028 |
0.173 |
0.432 |
0.366 |
| 48 |
0.022 |
0.153 |
0.426 |
0.399 |
| 49 |
0.017 |
0.133 |
0.416 |
0.434 |
| 50 |
0.012 |
0.113 |
0.402 |
0.472 |
| 51 |
0.009 |
0.094 |
0.384 |
0.512 |
| 52 |
0.006 |
0.076 |
0.363 |
0.555 |
| 53 |
0.004 |
0.059 |
0.336 |
0.601 |
| 54 |
0.002 |
0.044 |
0.305 |
0.649 |
| 55 |
0.001 |
0.030 |
0.269 |
0.699 |
| 56 |
0.000 |
0.019 |
0.227 |
0.753 |
| 57 |
0.000 |
0.010 |
0.180 |
0.810 |
| 58 |
- |
0.003 |
0.127 |
0.870 |
| 59 |
- |
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0.067 |
0.933 |
| 60 |
- |
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1.000 |
For you math freaks, I used the hypergeometric distribution as illustrated here. Let me know if there are other probabilties of interest and I'll try to impliment it. Or, if I've erred in this calculation, let me know.
 My entire collection for sale.
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04-05-2007, 12:46 PM |
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LordElessar
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Joined on 08-21-2006
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Berkeley, CA
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Posts 1,068
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So I have about a 44% chance of getting my searing totem (assuming the rush deck opponent is going first). That's not so bad. If you assumed I got no searing totems then the probability would be about (1-.399)(.44) + (.44) = .70
That's pretty damn good.
The hands of the King are the hands of a Healer Bay Area Organized Play Calendar
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04-05-2007, 12:52 PM |
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04-06-2007, 6:02 AM |
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04-06-2007, 7:11 AM |
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04-06-2007, 7:23 AM |
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04-06-2007, 9:35 AM |
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Violence
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Joined on 11-28-2006
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Bay Area, CA
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Posts 408
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In what way are warriors broken?
-Vio Retired Tauren Warrior Have/Want List here
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04-07-2007, 4:24 AM |
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FarmerGiles
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Joined on 02-07-2007
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Posts 151
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Its mainly Warrax Warriors, the others aren't so bad coz they go for aggression sacrificing turtling tactics.
(1) Mass armour damage reduction with not enough cards to destroy Armour unless ur a Rogue (2) Stoneform if ur Warrax (3) Defensive Stance - negates all DOT's, mini allies and gives protector all for 3 mana (4) Demorilizing Shout
Basically the turtle warrior can just sit there un damagable whilst it pings you each turn. Now assuming the opponent hasn't spent £150 on their deck obtaining all the epics, they're screwed.
http://entertainment.upperdeck.com/WOW/COMMUNITY/forums/721706/ShowThread.aspx#721706 -- this is my HAVE WANTS LIST!
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01-20-2008, 10:13 AM |
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01-20-2008, 12:18 PM |
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Akumakei
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Joined on 10-24-2007
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Right behind you
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Posts 84
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Here's that other table I had in mind:
This table represents the probability of having a card in your opening hand, given how many cards are in your deck and how many copies of that card are in your deck, for both Opening Hand and Mulliganned Hand.
First Hand 60 61 62 63 64 65 4 39.95% 39.40% 38.86% 38.34% 37.83% 37.33% 3 31.54% 31.08% 30.63% 30.20% 29.77% 29.36% 2 22.15% 21.80% 21.47% 21.15% 20.83% 20.53% 1 11.67% 11.48% 11.29% 11.11% 10.94% 10.77% After Mulligan 60 61 62 63 64 65 4 63.94% 63.27% 62.62% 61.98% 61.35% 60.73% 3 53.14% 52.50% 51.88% 51.27% 50.68% 50.10% 2 39.39% 38.85% 38.33% 37.82% 37.33% 36.84% 1 21.97% 21.63% 21.31% 20.99% 20.68% 20.38%
Here's how to read this chart: Lets say you're playing Paladin, up against a Rush deck. You really want Avenger's Shield in your hand. Ideally, you have 4 of them, and your deck is only 60 cards. This gives you about a 40% chance that you'll have one at the start of the game. If you don't, you can mulligan which will give you a second 40% chance, bringing your total chance up to about 64%. So including Mulligan, with 4 copies of the card, you can expect to see an Avenger's Shield in your hand in just about 2 of every 3 games you play.
Now lets say you're no longer up against a rush deck. Avenger's Shield becomes less useful, so you decide to pull a couple out. You now only have a 22% chance to draw it, which means you'll only see it in your opening hand in about 1 in 5 games. Not bad, since you might be able to draw it later when larger creatures are out and you can use it then.
Statistics continue to change as you add more cards to the size of your deck. If you're running the same deck, but now with 65 cards, your opening hand chance drops slightly. Not an amazing amount, but enough to probably screw with your mechanics.
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WoW Rules Knowledge Lvl 1 Player Management Lvl 1 Tournament Organizer Lvl 1
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01-20-2008, 2:20 PM |
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tao
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Joined on 03-05-2007
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Wuhan, China
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Posts 2,223
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1812975:Here's that other table I had in mind:
This table represents the probability of having a card in your opening hand, given how many cards are in your deck and how many copies of that card are in your deck, for both Opening Hand and Mulliganned Hand.
First Hand 60 61 62 63 64 65 4 39.95% 39.40% 38.86% 38.34% 37.83% 37.33% 3 31.54% 31.08% 30.63% 30.20% 29.77% 29.36% 2 22.15% 21.80% 21.47% 21.15% 20.83% 20.53% 1 11.67% 11.48% 11.29% 11.11% 10.94% 10.77% After Mulligan 60 61 62 63 64 65 4 63.94% 63.27% 62.62% 61.98% 61.35% 60.73% 3 53.14% 52.50% 51.88% 51.27% 50.68% 50.10% 2 39.39% 38.85% 38.33% 37.82% 37.33% 36.84% 1 21.97% 21.63% 21.31% 20.99% 20.68% 20.38%
Here's how to read this chart: Lets say you're playing Paladin, up against a Rush deck. You really want Avenger's Shield in your hand. Ideally, you have 4 of them, and your deck is only 60 cards. This gives you about a 40% chance that you'll have one at the start of the game. If you don't, you can mulligan which will give you a second 40% chance, bringing your total chance up to about 64%. So including Mulligan, with 4 copies of the card, you can expect to see an Avenger's Shield in your hand in just about 2 of every 3 games you play.
Now lets say you're no longer up against a rush deck. Avenger's Shield becomes less useful, so you decide to pull a couple out. You now only have a 22% chance to draw it, which means you'll only see it in your opening hand in about 1 in 5 games. Not bad, since you might be able to draw it later when larger creatures are out and you can use it then.
Statistics continue to change as you add more cards to the size of your deck. If you're running the same deck, but now with 65 cards, your opening hand chance drops slightly. Not an amazing amount, but enough to probably screw with your mechanics.
Your "After Mulligan" table is misleading. If you first see a hand with no Avenger's Shield and decide to mulligan, you still only have a 39.95% chance of getting Avenger's Shield in your new hand. The two hands are independent, so the 63.94% is actually the probability of getting an Avenger's Shield in one hand, the other, or both. However, it's not like you can draw two sets of opening hands and then decided whether or not to keep the first or the second.
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01-20-2008, 2:41 PM |
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01-21-2008, 2:02 PM |
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