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4 changes: 2 additions & 2 deletions DESCRIPTION
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@@ -1,7 +1,7 @@
Package: OMA
Title: Orchestrating Microbiome Analysis with Bioconductor
Version: 1.1.0
Date: 2026-04-20
Version: 1.1.1
Date: 2026-05-07
Authors@R:
c(
person(given = "Tuomas", family = "Borman", role = c("aut", "cre"), email = "tuomas.v.borman@utu.fi", comment = c(ORCID = "0000-0002-8563-8884")),
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9 changes: 6 additions & 3 deletions inst/pages/differential_abundance.qmd
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Expand Up @@ -756,7 +756,9 @@ comparison, but it can also incorporate covariates (and interaction terms)

As there does not currently exist a good implementation of ORM for
DAA one must use a custom function. Such custom function with application
examples is given in [@sec-extra_daa]. We also note that, in contrast to
examples is given in
[extra materials](https://microbiome.github.io/OMA-extras/docs/devel/pages/extra_daa.html#sec-orm).
We also note that, in contrast to
`Maaslin2()` function, the custom function provides confidence intervals and
q-values (calculated for the variable of interest) automatically in its output.

Expand All @@ -770,7 +772,7 @@ statistical power, we recommend using a version of logistic regression
introduced by @Firth1993. As there currently exists no convenient
implementation of Firth logistic regression for DPA, one needs to use a custom
function. Such custom function with application examples is given in the
[@sec-extra_daa].
[extra materials](https://microbiome.github.io/OMA-extras/docs/devel/pages/extra_daa.html#sec-firth).

::: {.callout-tip icon=false}

Expand Down Expand Up @@ -808,7 +810,8 @@ with interactions.
of positive abundances with your data.

10. Bonus 2: Try to run DAA and DPA with ordinal regression model and Firth
logistic regression with the custom functions provided in the extra materials.
logistic regression with the custom functions provided in the
[extra materials](https://microbiome.github.io/OMA-extras/docs/devel/pages/extra_daa.html#sec-orm).
See how the results differ from the results obtained with `Maaslin2()` and
`maaslin3()`.

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43 changes: 0 additions & 43 deletions oma_packages/oma_packages.csv
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@@ -1,87 +1,44 @@
ALDEx2
ANCOMBC
ape
biclust
BiocBook
BiocManager
BiocParallel
BiocStyle
Biostrings
bluster
caret
circlize
cluster
cobiclust
ComplexHeatmap
corpcor
cowplot
curatedMetagenomicData
dada2
dendextend
devtools
DirichletMultinomial
dplyr
DT
factoextra
fido
forcats
ggdag
ggExtra
ggplot2
ggpubr
ggtree
glmnet
glue
grid
gsEasy
gt
gtools
igraph
IntegratedLearner
knitr
limma
logistf
Maaslin2
maaslin3
mediation
mia
miaTime
miaViz
microbiome
microbiomeDataSets
MicrobiomeStat
mikropml
MMUPHin
MOFA2
multiview
NbClust
NetCoMi
NMF
patchwork
philr
phyloseq
plotly
purrr
qgraph
RColorBrewer
rebook
reshape2
reticulate
rgl
rms
scales
scater
scuttle
sechm
sessioninfo
shadowtext
SpiecEasi
SPRING
stats
stringr
SuperLearner
tidySingleCellExperiment
tidyverse
vegan
WGCNA
xgboost (== 1.7.7.1)
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