Question

In: Statistics and Probability

In the 2004 baseball season, Ichiro Suzuki of the Seattle Mariners set the record for most...

In the 2004 baseball season, Ichiro Suzuki of the Seattle Mariners set the record for most hits in a season with a total of 262 hits. In the following probability distribution, the random variable X represents the number of hits Ichiro obtained in a game.

X

0

1

2

3

4

5

P(X)

0.1677

0.3354

0.2857

0.1491

0.0373

0.0248

  1. What is the probability that in a randomly selected game, Ichiro got at least 3 hits? =.2112
  2. Compute the mean of the random variable X. (round to two decimal places) =1.63
  3. Compute the standard variation of the random variable X. (round to two decimal places) =1.18

4) What would be the upper limit of range that would include the number of hits Ichiro obtained in 75% of the games?

Solutions

Expert Solution

we have given

X

0

1

2

3

4

5

P(X)

0.1677

0.3354

0.2857

0.1491

0.0373

0.0248

X 0 1 2 3 4 5 Total
P(X) 0.1677 0.3354 0.2857 0.1491 0.0373 0.0248 1
XP(X) 0 0.3354 0.5714 0.4473 0.1492 0.124 1.6273
X^2P(X) 0 0.3354 1.1428 1.3419 0.5968 0.62 4.0369

1 ) the probability that in a randomly selected game, Ichiro got at least 3 hits is P(X =3) +P(X=4) +P(X =5) = 0.1491+0.0373+0.0248 = .2112

2 ) the mean of the random variable E(X ) = = 0*0.1677+1*0.3354+2*0.2857+3*0.1491+4*0.0373+5*0.0248 =1.6273 ~1.63

3 )E(X2) = =0*0*0.1677+1*1*0.3354+2*2*0.2857+3*3*0.1491+4*4*0.0373+5*5*0.0248 = 4.0369

standard variation of the random variable X =

= = 1.18


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