In: Statistics and Probability
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  | 
4) What would be the upper limit of range that would include the number of hits Ichiro obtained in 75% of the games?
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