Forums

General Betting

There is currently 1 person viewing this thread.
jptrader
13 Jan 12 18:38
Joined:
Date Joined: 26 Mar 08
| Topic/replies: 30 | Blogger: jptrader's blog
Assume you know the exact probability for each runner to place in a place market. Is it possible to compute the probability of each combination of them placing?
An example: In a "2 to be placed" market with 4 runners (A,B,C,D). The probability of each runner to be among the 2 are A:70%, B:60%, C:40%, D:30%. What is the probability of e.g both. A and B to be among the 2?

Post your reply

Text Format: Table: Smilies:
Forum does not support HTML
Insert Photo
Cancel
sort by:
Show
per page
Replies: 28
By:
RichWill
When: 13 Jan 12 20:00
Is it not 1.42 * 1.66 = 2.36 or 42.4%.
By:
RichWill
When: 13 Jan 12 20:30
Forget that.  I'll leave the probability experts to it!
By:
BOARD ODDS
When: 13 Jan 12 21:47
If you only lay for the win , you only have one div to pay.
If you lay for the place you have 3 divs to pay.
I myself like to just lay one for the place and it has to be a real shortie.
e.g a even money shot to win lay the place @ $1.20 etc.
In most cases where you lay 2 to 3 for the place you are going to finish about square.
in some cases they will run 1 2 or 2 3 . and if you try the the rest
they are well over for you to make a profit.
So just lay the Shortie one out for the place.....
By:
dunlaying
When: 14 Jan 12 11:22
Unless I am still asleep your total probability for the event sums to 2,which is impossible.

I suggest you find the winning probabilities for the respective runners,then find the conditional probabilities for the ordered pairs.Note that you will then have AB and BA for your required probability of "both A and B to be among the two.".
By:
Andriy
When: 14 Jan 12 12:28
But they add up to 2 because the book for the place market for 2 places is 200% (?)
By:
Andriy
When: 14 Jan 12 12:35
And i get P=0.311 for A and B to be 1st 2 in either order... however i've done it by what i think is a convoluted manner, and i assume there's a simpler method based on Bayes.
By:
dunlaying
When: 14 Jan 12 13:16
Two events Andriy,yes I think you are right.
By:
DFCIRONMAN
When: 14 Jan 12 15:38
Might be useful link for you ....

http://betandlay.co.uk/strategies/Ideas/Place_market.htm
By:
PeteTheBloke
When: 14 Jan 12 22:50
Traditionally you draw a probability tree with the outcomes all worked out.

In this case you can test your maths by doing all
the possible combinations.

AB or BA 0.7 X 0.6 0.42
AC or CA 0.7 X 0.4 0.28
AD or DA 0.7 X 0.3 0.21
BC or CB 0.6 X 0.4 0.24
BD or DB 0.6 X 0.3 0.18
CD or DC 0.4 X 0.3 0.12
TOTAL   1.45


But this is clearly not right because we end up with a total of 1.45.

Why?

Because the probability of AD is not the same as DA, so it is not correct to multiply 0.7 by 0.3
and say 0.21 is the chance of A and D being in the first two.

Look at all the possible outcomes and see the ones where A is placed. It is these that
come to 70%

AB
AC
AD
BA
BC
BD
CA
CB
CD
DA
DB
DC



Or for all the combinations:

Result A placed B placed C placed D placed
AB Y Y
AC Y Y
AD Y Y
BA Y Y
BC Y Y
BD Y Y
CA Y Y
CB Y Y
CD Y Y
DA Y Y
DB Y Y
DC Y Y


So how about this approach:

Given A is placed the chances of B, C or D being placed must add up to 1.
B - 0.6
C - 0.4
D - 0.3
Adds up to 1.3, so their relative chances are...
B 6/13
C 4/13
D 3/13

so....
Given A is placed, prob B placed = 0.7 x 6 / 13

etc...

A B = 0.323
A C = 0.215
A D = 0.162

Given B is placed we can then expand to get

B A = 0.3
B C = 0.171
B D = 0.129

and so on...

C A = 0.175
C B = 0.15
C D = 0.075
D A = 0.124
D B = 0.106
D C = 0.071

All of which add up to 1.
So we add them up to get the following:

AB = 0.623
AC = 0.39
AD = 0.286
BC = 0.321
BD = 0.235
CD = 0.146

That is: the chances of A and B coming 1st and 2nd in or 2nd and 1st are 62.3%

However, you should be able to go backwards from these figures, but if you do, you get

A 0.65
B 0.58
C 0.42
D 0.33

So we probably need a real mathematician to show us where I've gone wrong.
By:
dunlaying
When: 15 Jan 12 00:15
The probabilities shown are for four events and s/f for each will total 4.
The win probabilities would make it simple.
By:
Do wah Diddy
When: 15 Jan 12 00:21
YOU WILL GET DIZZY TRYING TO DO THIS,AND THEN YOU WILL STILL LOSE
By:
Eddie the eagle
When: 15 Jan 12 08:52
I'm not a mathematician, but I think you guys are just overcomplicating things here.
  It's a probability of 0.7 ( 70 % ) that A will be placed. To get the probablity of B placing if A has taken a place you just have to reduce the remaining 130 % book down to 100 %.
  This is done by dividing each of the remaining runners by 130 and multiplying by 100.
  We only need to do it for B and then get : 0.6 divided by 130 and then multiplied by 100 gives us 0.46154

The chance of having both A and B placing is therefore :

0.7 x 0.46154 = 0.32308 , so the chance of it happening is 32.308 % or the decimal odds of 3.095
By:
DivideByZeroError
When: 15 Jan 12 09:35
The answer is that you don't have enough information in the place probabilities alone to determine the joint probabilities of each pair.

You could add an assumption in order to get some numbers. For example, you could say that the probability of A placing doesn't depend on the other horse which places. If we write P[A] for the probability of A placing then the assumption can be written mathematically as

P[A given B] = P[A given C] = P[A given D]

Bayes theorem tells us

P[A and B] = P[A given B] x P[b]

...and after a bit of algebra we have

P[A and B] = P[A] x P[b] / (2 - P[A])

This is numerically the same as Eddie the Eagle's approach. There are two problems with the results of this assumption though: firstly if you add up all of the joint probabilities of each pair of horses the sum comes to 1.075 in the example case. So either the assumption is wrong, or the example doesn't match the probability sets you'd see in real life. I haven't tested this against market prices but I suspect that the back/lay spread would give you a range of solutions.

The second problem is that the assumption is not symmetrical. That is, if you choose to rebalance using horse B instead of A, i.e. your assumption is

P[B given A] = P[B given C] = P[B given D]

then you get a different result.
By:
dunlaying
When: 15 Jan 12 09:50
Let the respective probabilities for the 4 runners be a/100,b/100,c/100,d/100
Note that a+b+c+d=100
Then using conditional probabilities and simplifying the expressions
P(A and B to fill the first two places irrespective of order)=
[ab/100] * (100+c+d)/[(100-b)(100-a)]

I hope.
By:
Eddie the eagle
When: 15 Jan 12 09:57
DBZE, you are correct.   If my assumption was correct you would get the same result starting with assuming B had place and then work out the probabilty of A placing too.
  Doing it this way you get a 0.3 ( 30 % ) chance or the decimal odds of 3.33.
  It wasn't that easy then..Sad
By:
Eddie the eagle
When: 15 Jan 12 09:59
I'm guessing though that the correct answer will be somewhere between the odds of 3.095 and 3.33
By:
DivideByZeroError
When: 15 Jan 12 10:02
Thanks Eddie - glad I managed to explain myself. I agree, it does look like to approach gives useful bounds on the probabilities.

Dunlaying - I'm not sure I follow your figures. If the total probabilities add up to 1 then are they the probabilities of winning instead of placing? Also, what do we know about the conditional probabilities?
By:
dunlaying
When: 15 Jan 12 10:07
Yes,I apologize,I did not make it clear that I meant the win probabilities.
By:
Andriy
When: 15 Jan 12 11:47
To get the 0.311 i quoted above i used the following method, considering that the relative probabilities would stay the same between 2nd/3rd/4th once winner was selected.

Prob = P(A 1st, B 2nd)+ P(B 1st, A 2nd)

= [0.35*(0.3/(0.2+0.3+0.15)] + [0.3*(0.35/(0.35+0.2+0.15)]
= 0.161 + 0.15
= 0.311
By:
Andriy
When: 15 Jan 12 12:09
^
And the above assumed also that win probability correlated exactly to place probability... but that's a different sory. It's interesting that there have been a few place/each way threads since the VDV debacle and place market issue, with people possibly questioning if place odds can really be derived from win odds.
By:
DivideByZeroError
When: 15 Jan 12 17:44
Agree Andriy - I wonder if one of the posters is fine-tuning their bot after trying to back VDV at 29.

I think the assumption that win probability "exactly correlated" with place probability is too strong. For example, if there is a strong odds-on favourite you could imagine that the other win odds for the other runners would look very different to the place odds.

The win odds alone are not sufficient to determine the place odds, however there must be lots of people out there with statistical models to bridge the gap.
By:
Andriy
When: 15 Jan 12 19:29
You can make correlation/regression models for certain race type configurations (no. of runners, shape of odds of field), but even then you need to consider characteristics of some individual runners, eg. novice chasers which tend to win or fall often, or those always in the mixup and getting placed. Maybe a race by race analysis can still give a bit of an edge to beat these models.
By:
Do wah Diddy
When: 15 Jan 12 21:24
YOU CAN WRITE AS MANY NUMBERS AS YOU WANT ,BUT YOU STILL WONT WIN
By:
jptrader
When: 16 Jan 12 11:09
I think dbze is spot on in his answer that we do not have enough information to determine this from the place probabilities. For instance would the joint probabilites
AB: 0.6
AC: 0.1
AD: 0
BC: 0
BD: 0
CD: 0.3
give probabilites for each runner to place as given. But this is obviously not a good answer to the problem. So, one may ask the question if there are some reasonable additional assumptions one could make that gives a better solution.
By:
dunter1
When: 16 Jan 12 13:17
My gut feeling is that the chance of any runner finishing in the forecast is variable (not fixed)and changes according to whichever runner joins it in the forecast but then again what do I know!!!
By:
dunlaying
When: 18 Jan 12 11:15
Andriy,
Please check you message box.
By:
Do wah Diddy
When: 19 Jan 12 00:55
WHEN YOU HAVE FINISHED YOUR PROBLEM AND YOUVE GOT YOUR ANSWER ,YOU WILL HAVE ANOTHER PROBLEM WHEN YOU FIND OUT YOU STILL CANT WIN
By:
Do wah Diddy
When: 19 Jan 12 00:56
YOU COULD HAVE LEARNT TO BUILD A NUCLEAR BOMB WITH LESS CALCULATIONS THAN YOU LOT HAVE COME UP WITH
sort by:
Show
per page

Post your reply

Text Format: Table: Smilies:
Forum does not support HTML
Insert Photo
Cancel
‹ back to topics
www.betfair.com