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update exercise
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nickeubank committed Feb 27, 2024
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"\n",
"Check for balance in terms of the average values of applicant gender (`female`), computer skills (`computerskills`), and years of experience (`yearsexp`) across the two arms of the experiment (i.e. by `black`). Calculate both the differences in means across treatment arms *and* test for statistical significance of these differences. Does gender, computer skills, and yearsexp look balanced across race groups in terms of both statistical significance and magnitude of difference?\n",
"\n",
"Store the p-values associated with your t-test of these variables in `ex2_pvalue_female`, `ex2_pvalue_computerskills`, and `ex2_pvalue_yearsexp`.\n"
"Store the p-values associated with your t-test of these variables in `ex2_pvalue_female`, `ex2_pvalue_computerskills`, and `ex2_pvalue_yearsexp`. **Round your values to 2 decimal places.**\n"
]
},
{
Expand All @@ -112,7 +112,7 @@
"\n",
"Does education look balanced across racial groups?\n",
"\n",
"Store the p-value from your chi squared test in results under the key `ex3_pvalue_education`."
"Store the p-value from your chi squared test in results under the key `ex3_pvalue_education`. **Please round to 2 decimal places.**"
]
},
{
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"\n",
"Interpret your results—in both percentage *and* in percentage points, what is the effect of having a Black-sounding name (as opposed to a White-sounding name) on your resume?\n",
"\n",
"Store how much more likely a White applicant is to receive a call back than a Black respondent in percentage and percentage points in `\"ex5_white_advantage_percent\"` and `\"ex5_white_advantage_percentage_points\"` (be sure to scale percentage points so a value of `1` corresponds to 1 percentage points).\n",
"Store how much more likely a White applicant is to receive a call back than a Black respondent in percentage and percentage points in `\"ex5_white_advantage_percent\"`and `\"ex5_white_advantage_percentage_points\"`. Please scale percentages so 1 is 1% and percentage points so a value of `1` corresponds to 1 percentage point. **Please round these answers to 2 decimal places.**\n",
"\n",
"Store the p-value of the difference in `\"ex5_pvalue\"`"
"Store the p-value of the difference in `\"ex5_pvalue\"` **Please round your p-value to 5 decimal places.**"
]
},
{
Expand All @@ -165,7 +165,7 @@
"\n",
"How does this compare to the estimate you got above in exercise 5?\n",
"\n",
"Store the p-value associated with `black` in `\"ex6_black_pvalue\"` (Don't round, obviously, or you won't get much!)"
"Store the p-value associated with `black` in `\"ex6_black_pvalue\"`. **Please round your pvalue to 5 decimal places.**"
]
},
{
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"- between White applicants without a college degree and Black applicants without a college degree (`ex8_black_nocollege`).\n",
"- between White applicants with a college degree and Black applicants with a college degree (`ex8_black_college`).\n",
"\n",
"Use negative values to denote a lower probability for Black applicants to get a call back. Scale so a value of `1` is a one percentage point difference.\n",
"Use negative values to denote a lower probability for Black applicants to get a call back. **Scale so a value of `1` is a one percentage point difference. Please round your answer to 2 percentage points.**\n",
"\n",
"Focus on the coefficient values, even if the significance is low."
]
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.7"
"version": "3.11.8"
},
"vscode": {
"interpreter": {
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Expand Up @@ -90,7 +90,7 @@
"\n",
"Check for balance in terms of the average values of applicant gender (`female`), computer skills (`computerskills`), and years of experience (`yearsexp`) across the two arms of the experiment (i.e. by `black`). Calculate both the differences in means across treatment arms *and* test for statistical significance of these differences. Does gender, computer skills, and yearsexp look balanced across race groups in terms of both statistical significance and magnitude of difference?\n",
"\n",
"Store the p-values associated with your t-test of these variables in `ex2_pvalue_female`, `ex2_pvalue_computerskills`, and `ex2_pvalue_yearsexp`.\n"
"Store the p-values associated with your t-test of these variables in `ex2_pvalue_female`, `ex2_pvalue_computerskills`, and `ex2_pvalue_yearsexp`. **Round your values to 2 decimal places.**\n"
]
},
{
Expand All @@ -112,7 +112,7 @@
"\n",
"Does education look balanced across racial groups?\n",
"\n",
"Store the p-value from your chi squared test in results under the key `ex3_pvalue_education`."
"Store the p-value from your chi squared test in results under the key `ex3_pvalue_education`. **Please round to 2 decimal places.**"
]
},
{
Expand Down Expand Up @@ -145,9 +145,9 @@
"\n",
"Interpret your results—in both percentage *and* in percentage points, what is the effect of having a Black-sounding name (as opposed to a White-sounding name) on your resume?\n",
"\n",
"Store how much more likely a White applicant is to receive a call back than a Black respondent in percentage and percentage points in `\"ex5_white_advantage_percent\"` and `\"ex5_white_advantage_percentage_points\"` (be sure to scale percentage points so a value of `1` corresponds to 1 percentage points).\n",
"Store how much more likely a White applicant is to receive a call back than a Black respondent in percentage and percentage points in `\"ex5_white_advantage_percent\"`and `\"ex5_white_advantage_percentage_points\"`. Please scale percentages so 1 is 1% and percentage points so a value of `1` corresponds to 1 percentage point. **Please round these answers to 2 decimal places.**\n",
"\n",
"Store the p-value of the difference in `\"ex5_pvalue\"`"
"Store the p-value of the difference in `\"ex5_pvalue\"` **Please round your p-value to 5 decimal places.**"
]
},
{
Expand All @@ -165,7 +165,7 @@
"\n",
"How does this compare to the estimate you got above in exercise 5?\n",
"\n",
"Store the p-value associated with `black` in `\"ex6_black_pvalue\"` (Don't round, obviously, or you won't get much!)"
"Store the p-value associated with `black` in `\"ex6_black_pvalue\"`. **Please round your pvalue to 5 decimal places.**"
]
},
{
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"- between White applicants without a college degree and Black applicants without a college degree (`ex8_black_nocollege`).\n",
"- between White applicants with a college degree and Black applicants with a college degree (`ex8_black_college`).\n",
"\n",
"Use negative values to denote a lower probability for Black applicants to get a call back. Scale so a value of `1` is a one percentage point difference.\n",
"Use negative values to denote a lower probability for Black applicants to get a call back. **Scale so a value of `1` is a one percentage point difference. Please round your answer to 2 percentage points.**\n",
"\n",
"Focus on the coefficient values, even if the significance is low."
]
Expand Down Expand Up @@ -301,7 +301,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.7"
"version": "3.11.8"
},
"vscode": {
"interpreter": {
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