Dissertation analysis

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1. Data analyses of dissertation
2. Sample size calculation in clinical trial
3. Results
4. Paper publication
5. Coding
6. Decoding
7. Table/Graphs/Visual graphics

WE DO THE FOLLOWING TESTS

Differences between groups

Independent-samples t-test
Paired-samples t-test
One-way ANOVA
Repeated measures ANOVA
Two-way ANOVA
Factorial (three-way) ANOVA
Within-within-subjects ANOVA
Three-way repeated measures ANOVA
Mixed ANOVA
One-way MANOVA
ANCOVA
Mann-Whitney U test
Wilcoxon signed-rank test
Kruskal-Wallis H test
Friedman test
McNemar's test
Sign test

One sample

One-sample t-test
Chi-square goodness-of-fit

Survival analysis

Kaplan-Meier
Predicting scores

Linear regression
Multiple regression
Hierarchical multiple regression
Logistic regression
Ordinal regression

Associations

Pearson's correlation
Spearman's correlation
Chi-square for association
Loglinear analysis

Data reduction

Principal components analysis

Assumptions

Testing for normality
Transforming data

Moderation

Dichotomous moderator analysis
Graphs and charts

Bar chart
Clustered bar chart
Scatterplot
Grouped scatterplot
Boxplot

Reliability

Cronbach's Alpha
Cohen's kappa