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Explore/Analyse/Present
Variation of Quantitative
Y variable Over Time (T)
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in 1 group
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Discrete (or discretized)
Timepoints Ti (i=1,...,N)
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Any number of
Timepoints
- Subject Profiles plot of Y over time, paneled by subject
- Subject profiles of Y over time, grouped by subject
- Grouped ECDF plot of Y by time point (N<=4)
- Simple ECFD plots of Y paneled by timepoint
- Simple Violin plot of Y vs. Timepoint (X)
- Simple Histograms of Y paneled by time point
- Simple Box plot of Y vs. Timepoint (X)
- Simple Sym/ErrBars plot of Y vs. Timepoint (X)
- Simple Bar plot of Y vs. Timepoint (X)
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For 2 time
points only
- Facing Histograms
- Buttefly plots
- Scatter plot of Y(T1) vs. Y(T2)
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Continuous timepoints
- Subject profiles of Y over time by subject
- Subject Profiles plot of Y over time, paneled by subject
- Scatterplot of (t,Y) with overlaid smoothed curve
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across
multiple groups
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Discrete (or discretized)
Timepoints Ti (i=1,...,N)
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Any number of
Timepoints
- Subject Profiles plot of Y over time, paneled by subject
- Subject profiles of Y over time by subject, paneled by treatment group
- Grouped ECDF plot of Y by time point (N<=4), paneled by treatment group
- Grouped ECDF plot of Y by group (Ng<=4), paneled by timepoint
- Simple ECFD plots of Y (paneled by timepoint and group)
- Grouped Violin plot of Y vs. Timepoint (X), by group (Ng<=4)
- Simple Violin plot of Y vs. Timepoint (X), paneled by group (Ng>4)
- Simple Histograms of Y paneled by time point and group
- Grouped Box plot of Y vs. Timepoint (X) by group (Ng<=4)
- Simple Box plot of Y vs. Timepoint (X) paneled by group (Ng>4)
- Grouped Sym/ErrBars plot of Y vs. Timepoint (X) by group (Ng<=4)
- Simple Symbol/ErrBars plot of Y vs. Timepoint (X), paneled by group (Ng>4)
- Simple Bar plot of Y vs. Timepoint (X)
- Simple Bar plot of Y vs. Timepoint (X)
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For 2 time
points only
- Facing Histograms
- Buttefly plots
- Scatter plot of Y(T1) vs. Y(T2)