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Applicants for a Particular Job, Which Involves Extensive Travel in Spanish-Speaking

question 5

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Applicants for a particular job, which involves extensive travel in Spanish-speaking countries, must take a proficiency test in Spanish.The sample data were obtained in a study
Of the relationship between the numbers of years applicants have studied Spanish and their
Score on the test.Use the regression analysis given below to find a 99% confidence interval
For the slope of the regression line. Dependent variable is: Score
R\mathrm { R } squared =83.0= 83.0

s=5.65138s = 5.65138 with 102=810 - 2 = 8 degrees of freedom
 Variable  Coefficient  s.e. of Coeff  t-ratio  prob  Constant 31.533336.3604184.9577450.00111 Number of years 10.904761.7440546.2525380.000245\begin{array} { l l l l l } \text { Variable } & \text { Coefficient } & \text { s.e. of Coeff } & \text { t-ratio } & \text { prob } \\ \text { Constant } & 31.53333 & 6.360418 & 4.957745 & 0.00111 \\ \text { Number of years } & 10.90476 & 1.744054 & 6.252538 & 0.000245 \end{array}


Definitions:

Alleviate Poverty

Measures and efforts taken to reduce or eliminate the incidence of poverty and improve the living conditions of those affected by it.

Black Male Joblessness

The condition wherein a disproportionate percentage of Black males are unemployed, not seeking employment, or not participating in the labor force.

Typical Welfare Family

A reference to the average household receiving government assistance to support its basic needs.

Single Woman

An adult female who is not married.

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