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BINOMIAL PROBABILITY
DISTRIBUTION

  By:

  ZAINI ZABRI          BT61
  ASYRAF ROSLAN        BT 61
  ADI SYAZNI SUHAIMI   BT 61
  SYUKRI DAUD          BT 62
  NASRI MOHD NOOR      BT 62
  CHE HASIF CHE MAT    BT 62
A binomial experiment is one that possesses the
following properties:
 The experiment consists of n repeated trials;
 Each trial results in an outcome that may be classified as a success or a failure (hence the name,
  binomial);
 The probability of a success, denoted by p, remains constant from trial to trial and repeated trials are
  independent.
 The number of successes X in n trials of a binomial experiment is called a binomial random
  variable.
 The probability distribution of the random variable X is called a binomial distribution, and is given
  by the formula:

           P(X) = Cnxpxqn−xwhere

 n = the number of trials
 x = 0, 1, 2, ... n
 p = the probability of success in a single trial
 q = the probability of failure in a single trial
 (i.e. q = 1 − p)
 Cnx is a combination
EXAMPLE 1

A die is tossed 3 times. What is the probability of
(a) No fives turning up?
(b) 1 five?
(c) 3 fives?
HOW TO USE GDC?
EXAMPLE 2:

 Hospital records show that of patients suffering from
 a certain disease, 75% die of it. What is the
 probability that of 6 randomly selected patients, 4 will
 recover?
EXAMPLE 3:

In the old days, there was a probability of 0.8 of
success in any attempt to make a telephone call.
(This often depended on the importance of the person
making the call, or the operator's curiosity!)
Calculate the probability of having 7 successes in 10
attempts.
EXAMPLE 4:

A (blindfolded) marksman finds that on the average he
hits the target 4 times out of 5. If he fires 4 shots, what
is the probability of
(a) more than 2 hits?
(b) at least 3 misses?
EXAMPLE 5:
The ratio of boys to girls at birth in Singapore is quite high at
1.09:1.
What proportion of Singapore families with exactly 6
children will have at least 3 boys?
(Ignore the probability of multiple births.)


[Interesting and disturbing trivia: In most countries the
ratio of boys to girls is about 1.04:1, but in China it is
1.15:1.]
HOW TO USE GDC?
EXAMPLE 6:
A manufacturer of metal pistons finds that on the average, 12% of his
pistons are rejected because they are either oversize or undersize.
What is the probability that a batch of 10 pistons will contain
(a)   no more than 2 rejects?
(b)   (b) at least 2 rejects?
Binomial probability distribution
Binomial probability distribution

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Binomial probability distribution

  • 1. BINOMIAL PROBABILITY DISTRIBUTION By: ZAINI ZABRI BT61 ASYRAF ROSLAN BT 61 ADI SYAZNI SUHAIMI BT 61 SYUKRI DAUD BT 62 NASRI MOHD NOOR BT 62 CHE HASIF CHE MAT BT 62
  • 2. A binomial experiment is one that possesses the following properties:  The experiment consists of n repeated trials;  Each trial results in an outcome that may be classified as a success or a failure (hence the name, binomial);  The probability of a success, denoted by p, remains constant from trial to trial and repeated trials are independent.  The number of successes X in n trials of a binomial experiment is called a binomial random variable.  The probability distribution of the random variable X is called a binomial distribution, and is given by the formula: P(X) = Cnxpxqn−xwhere  n = the number of trials  x = 0, 1, 2, ... n  p = the probability of success in a single trial  q = the probability of failure in a single trial  (i.e. q = 1 − p)  Cnx is a combination
  • 3. EXAMPLE 1 A die is tossed 3 times. What is the probability of (a) No fives turning up? (b) 1 five? (c) 3 fives?
  • 4.
  • 5. HOW TO USE GDC?
  • 6. EXAMPLE 2:  Hospital records show that of patients suffering from a certain disease, 75% die of it. What is the probability that of 6 randomly selected patients, 4 will recover?
  • 7.
  • 8. EXAMPLE 3: In the old days, there was a probability of 0.8 of success in any attempt to make a telephone call. (This often depended on the importance of the person making the call, or the operator's curiosity!) Calculate the probability of having 7 successes in 10 attempts.
  • 9.
  • 10. EXAMPLE 4: A (blindfolded) marksman finds that on the average he hits the target 4 times out of 5. If he fires 4 shots, what is the probability of (a) more than 2 hits? (b) at least 3 misses?
  • 11.
  • 12. EXAMPLE 5: The ratio of boys to girls at birth in Singapore is quite high at 1.09:1. What proportion of Singapore families with exactly 6 children will have at least 3 boys? (Ignore the probability of multiple births.) [Interesting and disturbing trivia: In most countries the ratio of boys to girls is about 1.04:1, but in China it is 1.15:1.]
  • 13.
  • 14. HOW TO USE GDC?
  • 15. EXAMPLE 6: A manufacturer of metal pistons finds that on the average, 12% of his pistons are rejected because they are either oversize or undersize. What is the probability that a batch of 10 pistons will contain (a) no more than 2 rejects? (b) (b) at least 2 rejects?