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A class exercise focused on identifying appropriate statistical procedures and tests for analyzing associations between variables. The exercise covers various scenarios, including gender and mph program tracks, midterm exam scores, football interest, and attitude changes towards contraception. Students are required to determine the appropriate statistical tests and any necessary transformations or procedures for each question.
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Factor Loadings Variable | 1 2 Uniqueness -------------+-------------------------------- q10a | 0.58102 -0.35716 0. q10b | 0.66227 -0.45192 0. q10c | 0.59314 -0.08275 0. q10d | 0.08049 0.77817 0. q10e | 0.31485 0.56020 0. q10f | 0.51183 0.09332 0. q10g | 0.49089 0.30261 0. q10h | 0.56381 -0.32552 0. q10i | 0.34078 0.37732 0. q10j | 0.50707 -0.16623 0. q10k | 0.49777 0.17450 0. q10l | 0.30303 0.57073 0.
. egen bf_1=rmean(q10a q10b q10c q10f q10g q10h q10j q10k) (85 missing values generated) . egen bf_2=rmean(q10d q10e q10l) (88 missing values generated) reg bf_1 q1gen q3age q4b, b Source | SS df MS Number of obs = 1773 -------------+------------------------------ F( 3, 1769) = 2. Model | 1.33829501 3 .446098336 Prob > F = 0. Residual | 272.293069 1769 .153924855 R-squared = 0. -------------+------------------------------ Adj R-squared = 0. Total | 273.631364 1772 .154419506 Root MSE =.
bf_1 | Coef. Std. Err. t P>|t| Beta -------------+---------------------------------------------------------------- q1gen | .0379335 .0215399 1.76 0.078. q3age | .0016037 .0007975 2.01 0.044. q4b | -.013156 .008224 -1.60 0.110 -. _cons | 3.401938 .0623882 54.53 0..
. reg bf_2 q1gen q3age q4b, b Source | SS df MS Number of obs = 1770 -------------+------------------------------ F( 3, 1766) = 8. Model | 10.3783104 3 3.45943679 Prob > F = 0. Residual | 699.324817 1766 .395993668 R-squared = 0. -------------+------------------------------ Adj R-squared = 0. Total | 709.703128 1769 .401188879 Root MSE =.
bf_2 | Coef. Std. Err. t P>|t| Beta -------------+---------------------------------------------------------------- q1gen | -.1024162 .0346114 -2.96 0.003 -. q3age | -.0026681 .0012803 -2.08 0.037 -. q4b | -.0531411 .0132106 -4.02 0.000 -. _cons | 2.29904 .1002629 22.93 0..