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Statistics set 1
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10
Mathematics
Undergraduate 3
10/08/2011

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Term
Statistics
Definition
a branch of mathematics dealing with the collection, analysis, interpretation, and presentation of masses of numerical data.
Term
Empirical Rule
Definition
For a distribution of measurement that is approximately normal (bell shaped). it follows that the interval with end points:

μ±σ contains approximately 68% of the measurements

μ±2σ contains approximately 95% of the measurements

μ±3σ contains almost all of the measurements (99.9%)
Term
Probability
Definition
a measure of one's belief in the occurrence of a future event.
Term
Conditional Probability
Definition
A, given that an event B has occurred, is equal to

P(A|B) = P(A∩B)/P(B)
Term
Independent sets
Definition
Two events A and B are said to be ________ if any one of the following holds:

P(A|B) = P(A)
P(B|A) = P(B)
P(A∩B) = P(A)P(B)
Term
Expected value of Y for a discrete random variable
Definition
Let Y be a discrete random variable with the probability function p(y). Then the expected value of Y, E(Y), is defined to be

E(Y) = Σyp(Y).
Term
Variance of Y for a Discrete Random Variable
Definition
if Y is a random variable with mean E(Y) = μ, the variance of a random variable Y is defined to be the expected value of (Y-μ)^2. That is,

V(Y) = E[(Y-μ)^2].

The standard deviation of Y is the positive square root of V(Y).
Term
Binomial Distribution
Definition
A random variable Y is said to have a ______ ______ based on n trials with success probability p if and only if (n) p(y) = (y)(p^y)(q^(n-y)), y=0,1,2,...,n and 0
Term
Geometric Distribution
Definition
A random variable Y is said to have a ______ _______ if and only if p(y)=q^(y-1)p, y=1,2,3..., 0
Term
Poisson Distribution
Definition
a random variable Y is said to have a ______ _______ distribution if and only if

p(y) = [(λ^y)/(y!)][e^(-λ)] y=0,1,2...,λ>0
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