Dissertation analysis 8
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ABOUT Dissertation analysis
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1. Data analyses of dissertation2. Sample size calculation in clinical trial3. Results4. Paper publication5. Coding6. Decoding7. Table/Graphs/Visual graphics
WE DO THE FOLLOWING TESTS
Differences between groups
Independent-samples t-testPaired-samples t-testOne-way ANOVARepeated measures ANOVATwo-way ANOVAFactorial (three-way) ANOVAWithin-within-subjects ANOVAThree-way repeated measures ANOVAMixed ANOVAOne-way MANOVAANCOVAMann-Whitney U testWilcoxon signed-rank testKruskal-Wallis H testFriedman testMcNemar's testSign test
One sample
One-sample t-testChi-square goodness-of-fit
Survival analysis
Kaplan-Meier Predicting scores
Linear regressionMultiple regressionHierarchical multiple regressionLogistic regressionOrdinal regression
Associations
Pearson's correlationSpearman's correlationChi-square for associationLoglinear analysis
Data reduction
Principal components analysis
Assumptions
Testing for normalityTransforming data
Moderation
Dichotomous moderator analysis Graphs and charts
Bar chartClustered bar chartScatterplotGrouped scatterplotBoxplot
Reliability
Cronbach's AlphaCohen's kappa