This program prints out tables of non-replacement draw probabilities, rounded to the nearest percent.
Suppose I have M special cards in my deck and N total cards in my deck, and I draw k cards from that deck without replacement. Let X count the number of special cards contained in those k drawn cards.
Then X has a hypergeometric distribution, with the following formula for probabilities:
B(M, i) * B(N-M, k-i)
P(X = i) = ---------------------
B(N, k)
where B(a,b) is the binomial coefficient (read "a choose b"), and is the number of ways to choose b objects out of a possible objects. The formula for the binomial coefficient is:
B(n,m) = n!/(m! * (n-m)!)
where n! is the factorial function n! = 1 * 2 * 3 * ... * n.
This program prints out tables of these probabilities. The `specials' and `total' arguments specify M and N. The table displays values for ranges of k and i.
In the table output, a dot designates a probability less than .5% that rounds to zero. Impossible outcomes are blank.
The program accepts the following options to control its output:
-b baseNumber of cards to assume in the initial hand. Note: this defaults to 7, not to 0!
-gNormally, the program displays the probability that you will
have exactly a given number of specials. With
this option, it displays the odds that you will have the given number
of specials or more. This option also forces
-w on, to accomodate 100% probabilities which will
show up in column 0 if nowhere else.
-wForce wide display (3 chars per percentage) to accommodate 100% probabilities.
-c columnsNumber of table columns to generate in the report. Defaults to the number of specials plus one additional to accommodate the zero column.
-hSuppress table headers and legends.
-t drawsSet number of draws to display probabilities for (default to 20 or the total number of cards, whichever is less)
-vVerbose. Log the computation steps for each hypergeometricoefficient to standard error. Use this for debugging if you are a trained numerical analyst (kids, don't try this yourselves at home!).
-BBinomial coefficient test. Compute and print the binomial coefficient B(n, k) or `n choose k'.
-GGamma function test. Compute and display the log of the gamma
function of the argument. If -v tells you that the
computation of B(n, k) is blowing up, this will enable you to probe
the local lgamma function.
-HCompute the hypergeometric probability H(i, k, M, N) with arguments supplied from the command line. For debugging.
To compute the probabilities for drawing your 3 Hurloon Minotaurs during the first 20 turns from a 62-card "Magic: The Gathering" deck (MtG starts you with 7 cards):
deal 3 62
To compute your chances of having the 4 aces on the nth draw in 5-card draw poker:
deal -b 5 4 52
The -w and -g options widen
the column width of the tables to accommodate 100% probabilities, at
the cost of making the table too wide to display on an 80-column
terminal when the number of specials is more than 17. When wide
display is off, on the other hand, 23 specials will fit in 80 colums,
but 100% probabilities can mess up the table formatting.
Eric S. Raymond <esr@snark.thyrsus.com>. Based on the
`cardprobs' program by Jeremy York. See my home page at http://www.catb.org/~esr
for updates and other resources.