1 Applied Statistics [Fourth Assignment. Due 08/09] 1. Using the database: descriptive_gss.dta, discuss the following statement: “the more a person studies, the more he/she spends time on the...

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Please complete 4 questions. See attached Word document and data set. Data set requires STATA to open.


1 Applied Statistics [Fourth Assignment. Due 08/09] 1. Using the database: descriptive_gss.dta, discuss the following statement: “the more a person studies, the more he/she spends time on the internet” a. Identify the DV and IV b. Run the appropriate regression (robust) c. Report results in a formatted table d. Interpret results e. Conclude 2. Using the database: descriptive_gss.dta, discuss the following statement: “People with children work fewer hours per week” a. Identify the DV and IV b. Run the appropriate regression (robust) c. Report results in a formatted table d. Interpret results e. Conclude 3. Using the database: descriptive_gss.dta, discuss the following statement: “People with children work fewer hours per week, and it affects women more than men” a. Identify the DV and IV b. Run the appropriate regression (robust) c. Report results in a formatted table d. Interpret results e. Conclude 4. Using the US 2016/2017 AmiercasBarometer (from your third assignment), discuss the following statement: “Older people have a more conservative ideology” a. Identify the DV and IV b. Discuss two additional variables that may be relevant to explain a more conservative ideology. c. Run the appropriate regressions (robust) [single variable and multi-variable] d. Report results in a formatted table (one table that includes both models). e. Interpret results f. Conclude (also, what model is better?)
Answered 1 days AfterAug 16, 2021

Answer To: 1 Applied Statistics [Fourth Assignment. Due 08/09] 1. Using the database: descriptive_gss.dta,...

S answered on Aug 17 2021
129 Votes
1.
a) The dependent variable (DV) is the time he/she spends on the internet and the independent variable (IV) is the educatio
n of the person.
b) A simple linear regression can be done for finding whether the statement “the more a person studies, the more he/she spends time on the internet” is true.
c)
    Source
    F-statistic
    R2
    Significance
    Model
    12.24
    0.0071
    0.0005
    Variables
    Coefficient
    Confidence Interval
    p-value
    Education
    0.4469
    (0.1964,0.6975)
    0.000
    Constant
    35.6307
    (32.1141,39.1472)
    0.000
d) From the regression output it can be seen that as the education increases the number of hours the people spend their time on internet got increased to 0.4469.
e) The results obtained through regression ensure the statement that “the more a person studies, the more he/she spends time on the internet” is true.
2.
a) The dependent variable (DV) is the work hours per week and the independent variable (IV) is the People with children.
b) A simple linear regression can be done for finding whether the statement “People with children work fewer hours per week” is true.
c)
    Source
    F-statistic
    R2
    Significance
    Model
    11.44
    0.0072
    0.0007
    Variables
    Coefficient
    Confidence Interval
    p-value
    Number of...
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