In: Statistics and Probability
1) Using the Binomial Distribution formula find the probability that a family that has 13 children has 10 girls.
2) Given the paired data set below of Super Models ( heights and weights) to determine the line of regression.
X | 65 67 62 70 66 69 61 67 65 69
Y |110 105 113 107 109 113 104 110 116 115
3) Calculate the Coefficient of Correlation.
4) Using the data from problem 23 predict the weight
of a Model who is 69 inches tall.
Ans 1 ) let us consider the probability of girl = p = 0.5
n = 13
P(X=10) =13C10(0.5)10(0.5)3 = 0.034912
Ans 2 ) using excel>data>data analysis >Regression
we have
Regression Analysis | ||||||
Regression Statistics | ||||||
Multiple R | 0.173042807 | |||||
R Square | 0.029943813 | |||||
Adjusted R Square | -0.09131321 | |||||
Standard Error | 4.259113839 | |||||
Observations | 10 | |||||
ANOVA | ||||||
df | SS | MS | F | Significance F | ||
Regression | 1 | 4.479594423 | 4.479594423 | 0.246944978 | 0.632601336 | |
Residual | 8 | 145.1204056 | 18.1400507 | |||
Total | 9 | 149.6 | ||||
Coefficients | Standard Error | t Stat | P-value | Lower 95% | Upper 95% | |
Intercept | 94.44993663 | 31.72298026 | 2.977334912 | 0.017672145 | 21.29661297 | 167.6032603 |
X | 0.238276299 | 0.479491317 | 0.496935588 | 0.632601336 | -0.86743266 | 1.343985258 |
the regression equation is
y = 94.45+0.24 x
Ans 3 ) the correlation coefficient is 0.173
Ans 4) the weight of a Model who is 69 inches tall is
y = 94.45+0.24*69 = 111.01