Probability of stealing a base Question

In summary, the conversation revolved around calculating the chances of at least one out of three players stealing a base in their game based on their individual probabilities. Two different methods were discussed, with the second method being preferred as it can be easily expanded to include more events. The final result was determined to be 0.784.
  • #1
aj1767
2
0
I have been grappling with this one for the past 24 hours.

I'll make this baseball related, consisting of three independent events assuming the following:
Player A has a 40% chance of stealing a base in "his game" tonight.
Player B has a 60% chance of stealing a base in "his game" tonight.
Player C has a 10% chance of stealing a base in "his game" tonight.

I want to figure out what the chances are that AT LEAST ONE of the three players will steal a base tonight. I originally thought the formula was P(AUBUC)=P(A)+P(B)+P(C)-P(A)*P(B)*P(C), but that gives me a final result of 1.076... a result higher than 100%. So that can't be it.

Can somebody help me out with this one?
 
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  • #2
The formula for three items should be written as:
P(A[tex]\cup[/tex]B[tex]\cup[/tex]C)=P(A) + P(B) + P(C) - P(A) P(B) - P(A) P(C) - P(B) P(C) + P(A) P(B) P(C) = 0.784
 
  • #3
Another way to do it is this:

Let S represent the number of steals.

P(S>=1) =
1 - P(S<1) =
1 - P(S=0) =
1 - P(not A and not B and not C) =
1 - P(not A)*P(not B)*P(not C) <---- Because they are independent events.

Now, P(not A) = 1-.4 = .6, P(not B) = .4, P(not C) = .9

So, P(S>=1) = 0.784
 
  • #4
Thank you both for your responses and thank you for helping me find out how to solve such problems. I like this second method since it is easier to expand to more events by simply adding more "P(not D), P(not E), etc."

Thanks again.

Pwantar said:
Another way to do it is this:

Let S represent the number of steals.

P(S>=1) =
1 - P(S<1) =
1 - P(S=0) =
1 - P(not A and not B and not C) =
1 - P(not A)*P(not B)*P(not C) <---- Because they are independent events.

Now, P(not A) = 1-.4 = .6, P(not B) = .4, P(not C) = .9

So, P(S>=1) = 0.784
 

FAQ: Probability of stealing a base Question

What is the probability of stealing a base?

The probability of stealing a base is determined by various factors such as the speed and agility of the runner, the skill of the pitcher and catcher, and the game situation.

How is the probability of stealing a base calculated?

The probability of stealing a base is calculated by dividing the number of successful stolen bases by the total number of stolen base attempts. This number is then expressed as a percentage.

What is considered a high success rate for stealing a base?

A success rate of around 70% or higher is considered high for stealing a base. However, this can vary depending on the player's skill and the league they are playing in.

Is the probability of stealing a base affected by the count in the game?

Yes, the count in the game can affect the probability of stealing a base. For example, a runner may be less likely to attempt a steal with two strikes because they do not want to risk getting out and ending the inning.

Can a player's experience affect their probability of stealing a base?

Yes, a player's experience and skill can play a role in their probability of stealing a base. Players with more experience and training may have better instincts and techniques, making them more successful at stealing bases.

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