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Statistics Assignment Solution (Doc)

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Added on  2020-10-22

Statistics Assignment Solution (Doc)

   Added on 2020-10-22

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Statistics Assignment Solution (Doc)_1
Table of ContentsQuestion 1: Factor analysis......................................................................................................................................................................3Question 2: Regression analysis............................................................................................................................................................13Q.3 examining hypothesis using mediation analysis.............................................................................................................................17Question 4:.............................................................................................................................................................................................33Question 5:.............................................................................................................................................................................................33
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Question 1: Factor analysis Personality traits Factor AnalysisCommunalitiesInitialExtractiona11.000.707a21.000.551a31.000.613a41.000.556a51.000.391c11.000.481c21.000.685c31.000.492c41.000.679c51.000.708e11.000.589e21.000.455e31.000.547e41.000.612e51.000.503n11.000.539n21.000.597n31.000.644n41.000.487n51.000.403o11.000.597
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o21.000.516o31.000.540o41.000.530Extraction Method: Principal Component Analysis.Total Variance ExplainedComponentInitial EigenvaluesExtraction Sums of Squared LoadingsTotal% of VarianceCumulative %Total% of VarianceCumulative %14.50818.78418.7844.50818.78418.78422.2789.49028.2742.2789.49028.27431.7427.25935.5331.7427.25935.53341.3205.49941.0321.3205.49941.03251.2825.34146.3731.2825.34146.37361.2335.13851.5111.2335.13851.51171.0594.41155.9221.0594.41155.9228.9273.86159.7849.9153.81263.59510.8513.54667.14111.7873.28070.42112.7503.12473.54613.7243.01976.56414.6942.89079.45415.6432.68182.13516.6082.53384.66917.5602.33287.00118.5382.24389.243
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19.5292.20391.44620.4571.90293.34921.4441.84895.19722.4251.76996.96623.3961.64898.61424.3331.386100.000Extraction Method: Principal Component Analysis.
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Component MatrixaComponent
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1234567a1.318-.142.288.594-.076.022.378a2-.216.541-.092.112.374.225-.001a3-.267.432-.326-.297.231.327.019a4.264-.414.097.057-.506.169-.134a5.434.155-.056.136-.193.345.002c1.552-.093.216-.028.327-.065.095c2.303.104.470-.322.153-.393-.284c3.372.152.191-.187.245-.386.225c4.307.217.625-.183.046.322.084c5.194.015.704-.015.138.384-.086e1-.543-.253.191.297.294.049.130e2.622-.149-.040.173-.092-.073.003e3-.496-.315.037.124.320.086-.275e4.600.252-.135-.073-.086-.136.373e5.531.401-.063.103.036-.200.066n1-.470.364.104.310-.039-.266.078n2.604-.307-.269.034.212.139.028n3-.602.218.230-.095-.376-.094.150n4.561-.306-.112-.072.142.161-.119n5-.476.214.313.083-.158-.008-.014o1.301.338.087.308-.123.001-.523o2-.285-.216.076-.327-.083.306.417o3-.315-.484.059.250.323-.157.103o4.181.523-.127.373.115.226.067Extraction Method: Principal Component Analysis.a. 7 components extracted.
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Cognitive ability Factor AnalysisCommunalitiesInitialExtractionx11.000.593x21.000.393x31.000.371x41.000.554x51.000.443x61.000.525x71.000.524x81.000.500x91.000.504x101.000.490x111.000.429x121.000.214Extraction Method: Principal Component Analysis.Total Variance ExplainedComponentInitial EigenvaluesExtraction Sums of Squared Loadings
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