|Jan29-04, 07:17 AM||#1|
binomial, normal, etc...?
What sort of distribution (eg binomial, normal..) would you expect each of the following to be? I am trying to get my head around all of these, so any help will be appreciated!
1)the number of goals scored during a football match
2)the height in inches of an individual
3)the number of tosses of a coin before 5 heads are observed
4)the number of heads in 20 tosses of a coin
5)the number of deaths by suicide in a large town in a year
Could you help me to estimate the parameters of the distribution, or identify some of the characteristics to let me know why?
|Jan29-04, 11:46 AM||#2|
has more information about distributions.
Binomial or normal distributions typically occur when the results of a large number of independant events are tallied. The traditional example is coin flips, but the events need not be identical.
Normal and Binomial distributions are essentially the same, but binomial distributions are for discrete of possible end states while normal distributions are for a continuum of results.
Uniform distributions typically occur when there is a single event with may different possible results, or a sequence of events in which the order matters.
Exponential distributions typically occur when a series of events that directly depend on the previous result.
So, let's take a look at your examples:
1. (This one is tricky) The number of goals in a football game depends on many independant things (regardless of order), and the list of possible resutls is discrete.
2. The height of a person depends on many different independant things, and has results over a continuum.
3. Each coin flip depends on the previous coin flips.
4. This is the total of a number of independant events.
5. This is the total of a number of independant events. (Discounting the change in the size of the town.)
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