ex1_2011 - Sociology 63993Exam 1Page 1 Sociology 63993 Exam...

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Unformatted text preview: Sociology 63993Exam 1Page 1 Sociology 63993 Exam 1 February 18, 2011 I. True-False. (20 points) Indicate whether the following statements are true or false. If false, briefly explain why. 1. A data set contains a few extreme outliers. It is usually best to use Statas rreg (Robust Regression) routine to deal with the problem. 2. The independent variables in an analysis include X1, X2, and X1X2 (i.e. X1 * X2). X1 has missing data (and hence X1X2 does too). If multiple imputation is being used, you should first compute X1X2, and then impute the missing values for X1 and X1X2. 3. Cronbachs Alpha is used to test for serial correlation. 4. The less true variability there is in a population, the higher the reliability of measures will tend to be. 5. The most extreme outliers on Y (i.e. the cases where Y is furthest from the mean) will always have the most influence on the regression line. II. Short answer. Discuss all three of the following problems. (15 points each, 45 points total.) In each case, the researcher has used Stata to test for a possible problem, concluded that there is a problem, and then adopted a strategy to address that problem. Explain (a) what problem the researcher was testing for, and why she concluded that there was a problem, (b) the rationale behind the solution she chose, i.e. how does it try to address the problem, and (c) one alternative solution she could have tried, and why. (NOTE: a few sentences on each point will probably suffice you dont have to repeat everything that was in the lecture notes.) II-1. . sum income white male age fathered Variable | Obs Mean Std. Dev. Min Max -------------+-------------------------------------------------------- income | 812 16.96983 8.464258 .5 25 white | 812 .864532 .3424337 0 1 male | 812 .4864532 .5001245 0 1 age | 812 38.53695 11.92651 18 81 fathered | 695 11.44173 3.838113 0 20 Sociology 63993Exam 1Page 2 . fre fathered fathered -- HIGHEST YEAR SCHOOL COMPLETED, FATHER ------------------------------------------------------------------------------------ | Freq. Percent Valid Cum. ---------------------------------------+-------------------------------------------- Valid 0 | 5 0.62 0.72 0.72 2 | 4 0.49 0.58 1.29 3 | 10 1.23 1.44 2.73 4 | 12 1.48 1.73 4.46 5 | 10 1.23 1.44 5.90 6 | 38 4.68 5.47 11.37 7 | 17 2.09 2.45 13.81 8 | 84 10.34 12.09 25.90 9 | 28 3.45 4.03 29.93 10 | 30 3.69 4.32 34.24 11 | 21 2.59 3.02 37.27 12 | 224 27.59 32.23 69.50 13 | 20 2.46 2.88 72.37 14 | 64 7.88 9.21 81.58 15 | 9 1.11 1.29 82.88 16 | 71 8.74 10.22 93.09 17 | 7 0.86 1.01 94.10 18 | 15 1.85 2.16 96.26 19 | 10 1.23 1.44 97.70 20 | 16 1.97 2.30 100.00 Total | 695 85.59 100.00 Missing .a R is from Fatherless Family | 117 14.41 Total | 812 100.00 ------------------------------------------------------------------------------------ . gen one = 1 . gen mdfathered = missing(fathered) . impute fathered one, gen(fathered2) 14.41% (117) observations imputed . fre fathered2 mdfathered fathered2 -- imputed fathered...
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ex1_2011 - Sociology 63993Exam 1Page 1 Sociology 63993 Exam...

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