Aug 25th, 2016
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Answer1. Exploratory Data AnalysisLDLGroupMeanControl101.1Drug A86.2Drug B121.4Drug C83.2HDLGroupMeanControl58.7Drug A53.7Drug B68.6Drug C64.7b. Data consist of LDL & HDL cholesterol levels after taking medication. These drugs are designed in such a way that it improves cholesterol level. For LDL, numbers below 100 is considered optimal. For HDL, 60 or higher is optimal. Here we have calculated mean values to see the effect of drugs on cholesterol levels. A drug which gives LDL < 100 & HDL > 60 then it is better drug as compared to others. Drug C fulfills both conditions. It is performing better than other drugs. Further Multivariate analysis is done to see the effect of all the drugs on cholesterol level.2.Between-Subjects FactorsValue LabelNgroup0Control101Drug A102Drug B103Drug C10Descriptive StatisticsGroupMeanStd. DeviationNLow-density LipoproteinControl101.109.84810Drug A86.206.79510Drug B121.409.83410Drug C83.204.44210Total97.9817.16540High-density LipoproteinControl58.706.07510Drug A53.703.46610Drug B68.603.13410Drug C64.704.02910Total61.437.10340Multivariate TestscEffectValueFHypothesis dfError dfSig.InterceptPillai's Trace.9976049.563a2.00035.000.000Wilks' Lambda.0036049.563a2.00035.000.000Hotelling's Trace345.6896049.563a2.00035.000.000Roy's Largest Root345.6896049.563a2.00035.000.000GroupPillai's Trace1.347

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