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Using the correction for continuity, determine the probability required in Example 6.3.2.

Short Answer

Expert verified

Probability of obtaining more than 495 heads is \(0.0012\).

Step by step solution

01

Given information

A fair coin is tossed 900 times.

Hence n=900

02

Calculating the probability of obtaining more than 495 heads

For i=1,2,...900

\({X_i} = 1\)if head is obtained on ithtoss and

\({X_i} = 0\)Otherwise

Therefore\(E\left( {{X_i}} \right) = \frac{1}{2}\)and

\(Var\left( {{X_i}} \right) = \frac{1}{4}\)

It follows from the central limit theorem that the distribution of the total number of heads is\(H = \sum\limits_{i = 1}^{900} {{X_i}} \)will be approximately the normal distribution for which

Mean is\(\left( {900} \right)\left( {\frac{1}{2}} \right) = 450\)and

Variance is\(\left( {900} \right)\left( {\frac{1}{4}} \right) = 225\).

Standard deviation is\(\sqrt {225} = 15\)

Therefore the variable\(Z = \frac{{\left( {H - 450} \right)}}{{15}}\)will have approximately standard normal distribution.

Thus,

\(\begin{array}{c}{\rm P}\left( {H > 495} \right) = {\rm P}\left( {H \ge 495.5} \right)\\ = {\rm P}\left( {Z \ge \frac{{\left( {495.5 - 450} \right)}}{{15}}} \right)\end{array}\)Using continuity correction.

\({\rm P}\left( {H > 495} \right) \approx 1 - \phi \left( {3.033} \right)\)

\({\rm P}\left( {H > 495} \right) \approx 0.0012\).

Using the standard normal distribution table.

HenceProbability of obtaining more than 495 heads is\(0.0012\).

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