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|Challenging Systat Topics||Description|
|Nonparametric Statistics||Nonparametric tests (e.g., Wilcoxon signed-rank test, Kruskal-Wallis test) with different assumptions.|
|Time Series Analysis||Analyzing time series data, forecasting, and handling trends and seasonality.|
|Survival Analysis||Studying time-to-event data with concepts like hazard functions and Kaplan-Meier curves.|
|Multivariate Analysis||Analyzing data with multiple variables using techniques like factor analysis or cluster analysis.|
|Experimental Design||Designing experiments effectively, including ANOVA and DOE for data analysis.|
|Custom Systat Programming||Writing custom scripts or code in Systat for specific data manipulations or analyses.|
|Complex Graphical Representation||Creating advanced graphs and plots to visualize statistical findings effectively.|
|Bayesian Statistics||Understanding and applying Bayesian inference and MCMC methods.|
|Advanced Regression Analysis||In-depth regression techniques like logistic regression or hierarchical linear modeling (HLM).|
|Meta-Analysis||Combining and analyzing results from multiple studies with different effect sizes and designs.|