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GITBOOK-27: No subject
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cafferychen777 authored and gitbook-bot committed Aug 6, 2023
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Expand Up @@ -41,11 +41,13 @@ mStat_generate_report_single(
feature.dat.type = "count",
theme.choice = "bw",
base.size = 12,
output.file = "report.pdf"
output.file = "path/report.pdf"
)

```

{% file src="../.gitbook/assets/mStat_generate_report_single_example.pdf" %}

The automated report relieves the burden of **manual analysis** and promotes consistency. By **integrating results** from diverse analytical dimensions, it strengthens evidence and tells a cohesive story.

MicrobiomeStat powers researchers with **automated workflows** to swiftly synthesize and report discoveries from cross-sectional studies. The standardized reports integrate multidimensional perspectives for comprehensive insights.
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Expand Up @@ -24,11 +24,28 @@ It then compiles the results into a publication-ready PDF report containing:
We provide the longitudinal data and analysis parameters:

```r
mStat_generate_report_long(
data.obj = long_data,
time.var = "week",
output.file = "report.pdf"
)
mStat_generate_report_long(
data.obj = subset_T2D.obj,
dist.obj = NULL,
alpha.obj = NULL,
group.var = "sample_body_site",
adj_vars = c("subject_race"),
subject.var = "subject_id",
time.var = "visit_number",
alpha.name = c("shannon","simpson"),
dist.name = c("BC",'Jaccard'),
t0.level = unique(sort(subset_T2D.obj$meta.dat$visit_number))[1],
ts.levels = unique(sort(subset_T2D.obj$meta.dat$visit_number))[-1],
strata.var = "subject_race",
feature.level = c("Phylum"),
feature.dat.type = "count",
prev.filter = 0.0001,
abund.filter = 0.0001,
Transform = "log",
theme.choice = "bw",
base.size = 12,
output.file = "path/report.pdf"
)
```

This automated workflow streamlines analysis and reporting for longitudinal studies. The integrated report synthesizes temporal dynamics across analytical dimensions.
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Expand Up @@ -46,10 +46,12 @@ mStat_generate_report_change_pair(
theme.choice = "bw",
base.size = 12,
palette = NULL,
output.file = "change_report.pdf"
output.file = "path/change_report.pdf"
)
```

{% file src="../.gitbook/assets/mStat_generate_report_change_pair_example.pdf" %}

This reports biological variations between timepoints, facilitating discoveries.

### Paired Sample Analysis Report
Expand Down Expand Up @@ -87,8 +89,10 @@ mStat_generate_report_pair(
feature.dat.type = "count",
theme.choice = "bw",
base.size = 12,
output.file = "report.pdf"
output.file = "path/report.pdf"
)
```

{% file src="../.gitbook/assets/mStat_generate_report_pair_example.pdf" %}

The two functions enable automated paired sample analysis and reporting with MicrobiomeStat. Researchers can swiftly synthesize multidimensional dynamics through integrated reports.

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