Busn1009 Quantitative Methods For The Assessment Answer


b. Find the mean and variance of the number of students studying marketing major. Find the mean and variance of the total number of people who are studying a marketing or international business major.

Answer:

30% (p = 0.3) students are enrolled in marketing.

18% (p = 0.18) students are enrolled in international business.

20 students (n=20) are chosen at random.

The probability that at least half of the students (p = 0.5) are studying a marketing major = ) = P ( 

= (1-0.9632) = 0.0368.

The probability that no more than a quarter of the students (p = 0.75) are studying an international business major =

 ) = P ( 

= (1- 1.967*10-9).

The probability that the number of students studying a marketing major is between 10 (p =  = 0.5) and 15 (p =  = 0.75) is given as-

= P ( 

=  = (0.03682 - 1.679* 10-6) = 0.036818.

The mean of the number of students studying marketing major = n*p = 20*0.3 = 6.

The standard deviation of the student studying marketing major = n*p*(1-p) = 20*0.3*(1-0.3) = 20*0.3*0.7 = 4.2 ≈ 4.

The total proportion of students studying marketing major or international business major is ()= (0.3+0.18) = 0.48.

The mean of the number of students studying marketing major = n*.

The standard deviation of the number of students studying marketing major = n**(1-) = 20*0.48*(1-0.48) = 20*0.48*0.52 = 4.99 ≈ 5. 

The weights of eggs are normally distributed with average 55 gm. and standard deviation 1 gm.

The empirical rule of normality defines that the 95% confidence intervals are estimated by two standard deviations. The mean of eggs lies in the interval of –

((55 gm. - 2*1 gm.), (55 gm. + 2*1 gm.)) = ((55-2) gm., (55+2) gm.) = (53 gm., 57 gm.).

Therefore, a likely chosen random egg from the farm would have the following weight of 53 gm.

The calculated z-statistic =  =  0.54577464788.

The probability for the normal distribution = P (

The calculated z-statistic =  =  2.3333.

The probability for the normal distribution = P (

The probability for the normal distribution =

P (

The probability for the normal distribution =

P (

The calculated z-statistic =  =  -0.45977011494.

The probability for the normal distribution = P (

The calculated z-statistic =  =  0.12280701754.

The probability for the normal distribution = P (

The age of real-estate investors is normally distributed that has mean (μ) = 40 years and standard deviation = 10 years.

The proportion of investors who are below 25 years old-

= P ( = P (P (

Hence, the age of 6.681% of the real-estate investors whose age is normally distributed are less than 25 years old.

The mean of home mortgage in New Zealand = $283000

The standard deviation of home mortgage in New Zealand = $50000

The home mortgages in New Zealand is normally distributed.

The proportion of home loans that is more than $250000 is given as-

P ( = P (P (

The proportion of home loans that are between $250000 and $300000 =

P ( = P (x < 300000) – P (x ≤ 250000)

= P (P (

The standard deviation = 12.56.

71.97% of the values are greater than 56.

) =

Or,  = -0.582.

Or,  -0.582

Or,  -0.582

Or,  -0.582

Or, 56 – μ = (-0.582) * (12.56) = -7.30992

Or, μ = 56 + 7.30992 = 63.30992 ≈ 63.31

Therefore, the value of μ is 63.31.

The mean = 352.

Only 13.35% of the values are less than 300.

) =

Or,

Or,  = -1.11

Or,

Or,

Hence, the value of σ is 46.84685.


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