9/29/2014

Texas Hold'em Poker Probability - Paired Flop cont..

From the previous discussion, we assumed that the players play any kind of starting hands.  Or we should say that the probability distribution is the same for each starting hand.

If a player is selective on the starting hands with considering each player's chips, strategy, style, and position,  the probability of each starting hand will be different.

So the estimated probability of the possible 5 card combination (after the flop) is based on the fact (the paired flop) and the probability distribution of the player's starting hand.

For example, if the flop is 99K, and from the past experience player X only plays starting hand 99.  Then we would know the probability of four of a kind is 100% for player X.

9/22/2014

Texas Hold'em Poker Probability - Paired Flop cont.

With your two hole cards, the other players might have...

Possible starting hands: 1081=47*46/2=C(47,2)

Assuming the flop is 99K,

a) if you flop a three of a kind with 9x

Four of Kind: 0

Three of a Kind or Full House: 1*46+3=49  type 1: 9y, type 2: KK

Two Pair: 3*43+10*6+3=192  type 1: Ky, type 2: yy, type 3: xx

Others: 43*42/2-(10*6+3)=840  any combination without 9 and K without one x card(43*42/2), minus yy and xx pairs.

There is about 22.3% (1 in 4.5) having a two pair or better.

b) if you have a paired starting hand with QQ

Four of Kind: 1

Three of a Kind or Full House: 2*45+3=93  type 1: 9y, type 2: KK

Two Pair: 3*42+10*6+1=187  type 1: Ky (y is any card <> K9), type 2: yy (y<>Q), type 3: QQ

Others: 42*41/2-(10*6+1)=800  any combination without 9s and Ks and two Q cards(42*41/2), minus pairs.

There is about 26% (1 in 4) having a two pair or better.  It's slight better than the original 25% that doesn't consider your hole cards.

c) if you flop a two pair with Kx

Four of Kind: 1

Three of a Kind or Full House: 2*45+1=91  type 1: 9y, type 2: KK

Two Pair: 2*43+10*6+3=149  type 1: Ky, type 2: yy ( y not in (9,K,x)), type 3: xx

Others: 43*42/2-(10*6+3)=840

There is about 22.3% (1 in 4.5) having a two pair or better.

d) if your starting hand is XY, X<>Y and not in (9,K)

Four of Kind: 1

Three of a Kind or Full House: 2*45+3=93  type 1: 9y, type 2: KK

Two Pair: 3*42+9*6+2*3=186  type 1: Kz (z is any card not in (9,K)), type 2: zz (z not in (X,Y)), type 3: xx ( x is X or Y)

Others: 42*41/2-(9*6+2*3)=801

There is about 26% (1 in 4.5) having a two pair or better.

Texas Hold'em Poker Probability - Paired Flop

As we might see a paired flop about 17% of time, let's take a look at what kind of hands players might have.

Possible starting hands: 1176=49*48/2=C(49,2)  we can see here the possible starting hands are updated based on the flop (based on the fact).

Four of a Kind: 1

Three of a Kind or Full House: 2*47 + 3 = 97  type 1: pick one card with the same number as the paired card(2) and pick anyone from the remaining card without the same number(47), type 2pick two cards from with the same number as the unpaired card(3)

Two Pair: 198=3*44+11*6  type 1: pick one with the same number as the unpaired card(3) and pick anyone from the remaining card without the number in the flop(44), type 2: pick any paired card without the number in the flop (11*6)

Others: 880=44*40/2=C(11,2)*4^2   pick any unpaired card without the number in the flop

There is about 25% (1 in 4) having a two pair or better.

* * *
The previous 3 cards or 5 cards analysis give players an idea of what might happen during the game before you see the flop or give a general idea of the distribution of the combinations.

But after you see the flop, the situation is changed.  You will have to update the distribution of the combinations based on the flop or based on the fact.

By the way, you also have two cards at hand, so what the other players might have will be different from the previous calculated numbers.

9/20/2014

Texas Hold'em Poker Probability - Flop (3 cards)

So what exactly we can see on the flop (3 cards).

There are 22100 combinations, 22100=C(52,3).

Straight Flush: 48=12*4  from A23 to QKA with 4 suits.

Three of a Kind: 52 = 13*4  pick one number from A to K with 4 different suit combinations.

Straight: 720=12*(4^3-4)  from A23 to QKA with 4^3 suit combinations minus flush(4).

Flush: 1096=C(13,3)*4-48  pick 3 different numbers from A to K with 4 suits minus straight flush(48).

Pair: 3744=13*6*48  pick one number from A to K with 6 suit combination, pick one from the remaining 48 cards.

Others: 16440= (C(13,3)-12)*(4^3-4)  pick 3 different numbers from A to K minus straight, without flush (4^3-4).

So it's about 17% ( 1 in 6 times) to see a pair on the flop.

It's about 26% ( 1in 4 times) to see a pair or better or flush/straight on the flop.

***
We may also want to know what about 2 card flush on the flop, or some kind of straight like patterns on the flop, such as 679, 689, or 579.

2 Card Flush: 12168=C(13,2)*13*3*4  pick two different numbers from A to K for the 2 card flush (C(13,2)), pick another one from A to K for the different suit (13), the suit combination is 4*3.

12168 includes one pair and straight.

So to see a 2 card flush or flush is about 60%, it's quite high, almost more than 1 in 2 games.

What about 2 Card Flush without pair or straight?

It's 9864=(C(13,3)-12)*P(4,2)*3  pick three different numbers from A to K and minus straight(12), the suit combination is P(4,2)*3 (pick two different suits, one for two card flush, one for the other)

***
For straight like combinations, let's consider 3 cards with different suits first

A24~JQA: 264=11*P(4,3)  3 cards all have different suits, P(4,3)

A34~JKA: 264=11*P(4,3)

A35~TQA: 240=10*P(4,3)

If we include 2 card flush but not 3 card flush,

A24~JQA: 660=11*(P(4,3)+P(4,2)*3) = 11*(4^3-4)

A34~JKA: 660=11*(4^3-4)

A35~TQA: 600=10*(4^3-4)

So, we might see straight or straight-like flops about 12% ( 1 in 8 times).

Texas Hold'em Poker Probability - Flop (5 cards) cont.

Rather than the previous 5 card combinations, players might also be interested in knowing how often we get open-ended straight or 4 card flush after the flop just shown to us.

4 Card Flush: 111540=C(13,4)*4*(52-13)  pick 4 different numbers from A to K with 4 suits, and pick one from the remaining card without the same suit(52-13).

Open Ended Straight: 60480=9*(13-6)*(4^5-4*3*5-4)  from 2345 to TJQK and pick one from the remaining number without making straight (13-6), the total suit combination 4^5 minus 4-card-flush(4*3*5) minus flush(4).

***
After the flop is shown, there is about 1 in 13 players to have something better than one pair.

But if we also include the 4 card flush and open-ended straight, then it's about 1 in 7.

So if there might be 7 players into a game to see the flop, you would better be prepared to fight down through the river.

Texas Hold'em Poker Probability - Flop (5 cards)

There are 3 cards on the flop.  Including your two cards, there are total 5 cards.

Let's look at the 5 card combination first.

The total combination of 5 cards is 2,598,960= 52*51*50*49*48/5!=C(52,5)

Royal Flush: 4

Straight Flush: 36=10*4-4  from A2345 to TJQKA minus Royal Flush

Four of a Kind: 624=13*12*4   from AAAA* to KKKK*, * could be any of the other 48 cards

Full House: 3744=P(13,2)*P(4,2)  pick two different number from A to K for the 3 cards and 2 cards and with 4*3 suit combinations.

Flush: 5108=C(13,5)*4-36-4  pick five different numbers from A to K, four different suits, minus straight.

Straight: 10200=10*(4^5-4)  from A2345 to TJQKA with any kind of suit combination minus flush.

Three of a Kind: 54912=13*4*C(48,2)-3744  from AAA to KKK with 4 different suit combination, and pick any two cards from the remaining 48 cards, then minus full house.
                            54912=13*4*C(12,2)*4^2  from AAA to KKK with 4 different suit combination, and pick any two different numbers from the remaining 12 numbers (each number has 4 suit choices).

Two Pairs: 123552=C(13,2)*6*6*11*4  pick two different numbers from A to K, each number has 6 suit combination, and pick one from the remaining card without the same number(11*4).

One Pair: 1098240=13*6*C(12,3)*4^3  pick one number from A to K with 6 suit combination, then pick 3 numbers from the remaining 12 numbers (each number has 4 suit choices).

Others: 1302540=(C(13,5)-10)*(4^5-4)  pick five different numbers from A to K minus the straight combination(10), there are 4^5 suit combination minus flush(4).

The probability to get one pair or better after the flop is about 50%.

How to VERIFY: Play online poker and keep the record of the hands with the flop.  If you fold before the flop, you simply take that record out.

Texas Hold'em Poker Probability - Starting Hand

Poker is an imperfect information game, and it's all about the theory of probability.  The key to win is based on how we can use the probability to gain an edge with some call/raise skills.

In Texas Hold'em, you get two cards first, then the flop, the turn, and the river card.  In such a process, we can find out the probability of the starting hand (2 cards), the flop(3/5 cards), the turn (4/6 cards), and the river (5/7 cards).

If we simplify it a little bit, we focus on the starting hand, the flop, and the river.  We would like to know the 2-card, 3-card, 5-card, and 7-card probability of the combination of the cards.

There are 52 cards.

For the starting hand, 
the number of the combination of the starting hand is 1,326 = 52*51/2.
pair - 78 = 52*3/2
suited - 312 = 52*12/2
others - 936 = 52*(51-3-12)/2

pair : suited : others = 1:4:12

You have about 30% probability to get a pair(6%) or suited(24%) starting hand.

How to VERIFY: You can go to play online poker and keep a record of your starting hands to verify the result.