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Oct 5 2015 12:00pm
Greetings,
Im taking a statistics class in my university and this problem has me bewildered. Here it goes,

Theres a certain insect that is attracted to roses. Theres also an insecticide that repels that certain insect, with a 96% effectiveness rate. Suppose 2000 insects invade your rose garden ( that has the insecticide on it)

A. Calculate the empirical probability that less than 100 insects survive.
B. Calculate the theoretical probability that less than 100 insects survive.


Does anyone have a good resource that can teach how to find the solutions to problems like this? I have a couple of these questions to do, an im just looking for a base example on how this works, so i can make an attempt on the others.
Thanks in advance!

p.s I already tried using google
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Oct 5 2015 08:22pm
Are they just asking you to simulate it for the empirical measure?
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Oct 5 2015 08:46pm
For the theoretical one, it's just a binomial distribution with 2000 trials, .04 success rate and you want the probability that less than 100 survive. There are a lot of calculators for this (http://stattrek.com/online-calculator/binomial.aspx or Excel), but I'm not sure of the level of detail you're expected to have.

Let X be the number of insects that survive (a random variable).

1. Straight up calculating P(X=0) + P(X=1) + ... + P(X=100) is taxing, so don't do that.

2. Calculating the CDF P(X <= 99) = I_0.96(1901,100), the regularized gamma function, may be above the level you're supposed to know about here and there's not really anything to write down to show your work, some calculator would just be approximating this function to the specified precision.

3. Chances are, if this is a paper assignment and it's an undergrad class, they want you to use the normal approximation to the binomial distribution and look up the probability on a table in the back of your book. It's stupid to look it up in a table and not use a calculator, but it's par for the course with how this stuff is commonly taught.

There are just a ton of ways to accomplish this, so probably whichever is nearest to what you've been taught in class is where you'd want to go.

This post was edited by Amaston on Oct 5 2015 08:46pm
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Oct 6 2015 05:01pm
Quote (Amaston @ Oct 5 2015 10:22pm)
Are they just asking you to simulate it for the empirical measure?


Thank you very much for the help :D exactly what i was looking for!

This post was edited by Pino38 on Oct 6 2015 05:06pm
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