Generifying and intuifying cross-platform omics analysis


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Documentation for package ‘autonomics’ version 1.0.0

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A B C D E F G H I L M N O P Q R S T V W Z misc

-- A --

add_smiles Add smiles
analysis Get/set analysis
analysis-method Get/set analysis
analysis<- Get/set analysis
analysis<--method Get/set analysis
analyze Analyze
assert_is_valid_sumexp Assert that x is a valid SummarizedExperiment
AUTONOMICS_DATASETS Data used in examples/vignette/tests/longtests

-- B --

biplot Biplot
biplot_corrections Biplot batch corrections
biplot_covariates Biplot covariates

-- C --

center Center samples
contrastdefs Get/set contrastdefs
contrastdefs-method Get/set contrastdefs
contrastdefs<- Get/set contrastdefs
contrastdefs<--method Get/set contrastdefs
contrast_subgroup_cols Row/Col contrasts
contrast_subgroup_rows Row/Col contrasts
counts Get/Set counts
counts-method Get/Set counts
counts2cpm Convert between counts and cpm
counts2tpm counts to tpm
counts<- Get/Set counts
counts<--method Get/Set counts
cpm Get/Set cpm
cpm-method Get/Set cpm
cpm2counts Convert between counts and cpm
cpm<- Get/Set cpm
cpm<--method Get/Set cpm
create_design Create design
create_sfile Create sfile

-- D --

default_formula Create default formula
default_sfile Default sfile
default_subgroupvar Create default formula
download_data Download autonomics example data
download_gtf Download GTF file
dt2mat 'data.table' to 'matrix'

-- E --

exp2 Transform values
explore_imputations Explore imputations
explore_transformations Explore transformations
extract_features Extract features
extract_rectangle Extract rectangle from omics file, data.table, or matrix
extract_rectangle.character Extract rectangle from omics file, data.table, or matrix
extract_rectangle.data.table Extract rectangle from omics file, data.table, or matrix
extract_rectangle.matrix Extract rectangle from omics file, data.table, or matrix

-- F --

fdata Get/Set fdata
fdata-method Get/Set fdata
fdata<- Get/Set fdata
fdata<--method Get/Set fdata
filter_exprs_replicated_in_some_subgroup Filter features with replicated expression in some subgroup
filter_features Filter features on condition
filter_medoid Filter medoid sample
filter_replicated Filter for replicated features
filter_samples Filter samples on condition
fit_limma Fit model and test for differential expression
fit_lm Fit model and test for differential expression
fit_lme Fit model and test for differential expression
fit_lmer Fit model and test for differential expression
fit_wilcoxon Fit model and test for differential expression
flevels Get fvar levels
fnames Get/Set fnames
fnames-method Get/Set fnames
fnames<- Get/Set fnames
fnames<--method Get/Set fnames
formula2str formula to string
fvalues Get fvalues
fvars Get/Set fvars
fvars-method Get/Set fvars
fvars<- Get/Set fvars
fvars<--method Get/Set fvars

-- G --

guess_maxquant_quantity Guess maxquant quantity from snames
guess_maxquant_quantity.character Guess maxquant quantity from snames
guess_maxquant_quantity.data.frame Guess maxquant quantity from snames
guess_maxquant_quantity.SummarizedExperiment Guess maxquant quantity from snames
guess_sep Guess separator
guess_sep.character Guess separator
guess_sep.factor Guess separator
guess_sep.SummarizedExperiment Guess separator

-- H --

halfnormimpute Impute from half-normal distribution around 0

-- I --

impute_systematic_nondetects Impute systematic nondetects
inf_to_na Change nondetect representation
invert Invert
invert.character Invert
invert.SummarizedExperiment Invert
invnorm Transform values
is_imputed Get/set is_imputed
is_imputed-method Get/set is_imputed
is_imputed<- Get/set is_imputed
is_imputed<--method Get/set is_imputed
is_sig Is significant?

-- L --

lda Add PCA, SMA, LDA, PLS
limma Get/set limma results
limma-method Get/set limma results
limma<- Get/set limma results
limma<--method Get/set limma results
log2counts Get/Set log2counts
log2counts-method Get/Set log2counts
log2counts<- Get/Set log2counts
log2counts<--method Get/Set log2counts
log2countsratios Get/Set log2countsratios
log2countsratios-method Get/Set log2countsratios
log2countsratios<- Get/Set log2countsratios
log2countsratios<--method Get/Set log2countsratios
log2cpm Get/Set log2cpm
log2cpm-method Get/Set log2cpm
log2cpm<- Get/Set log2cpm
log2cpm<--method Get/Set log2cpm
log2cpmratios Get/Set log2cpmratios
log2cpmratios-method Get/Set log2cpmratios
log2cpmratios<- Get/Set log2cpmratios
log2cpmratios<--method Get/Set log2cpmratios
log2tpm Get/Set log2tpm
log2tpm-method Get/Set log2tpm
log2tpm<- Get/Set log2tpm
log2tpm<--method Get/Set log2tpm
log2tpmratios Get/Set log2tpmratios
log2tpmratios-method Get/Set log2tpmratios
log2tpmratios<- Get/Set log2tpmratios
log2tpmratios<--method Get/Set log2tpmratios
log2transform Transform values

-- M --

make_volcano_dt Create volcano datatable
mat2dt 'data.table' to 'matrix'
matrix2sumexp Convert matrix into SummarizedExperiment
MAXQUANT_PATTERNS_PEPCOUNTS maxquant peptide count patterns
MAXQUANT_PATTERNS_QUANTITY maxquant quantity patterns
merge_fdata Merge sample/feature data
merge_ffile Merge sample/feature file
merge_sdata Merge sample/feature data
merge_sfile Merge sample/feature file
message_df message dataframe
minusinf_to_na Change nondetect representation

-- N --

nan_to_na Change nondetect representation
na_to_zero Change nondetect representation
nfactors stri_split and extract
normimpute Impute from half-normal distribution around 0

-- O --

occupancies Get/Set occupancies
occupancies-method Get/Set occupancies
occupancies<- Get/Set occupancies
occupancies<--method Get/Set occupancies

-- P --

pca Add PCA, SMA, LDA, PLS
plot_biplot Biplot
plot_boxplots Plot sample/feature boxplots
plot_contrastogram Plot contrastogram
plot_corrections Biplot batch corrections
plot_covariates Biplot covariates
plot_data Plot data
plot_densities Plot sample/feature densities
plot_detections Plot detections
plot_detects Plot detections
plot_features Plot features
plot_feature_boxplots Plot sample/feature boxplots
plot_feature_densities Plot sample/feature densities
plot_feature_profiles Plot features
plot_feature_violins Plot sample/feature violins
plot_quantifications Plot detections
plot_sample_boxplots Plot sample/feature boxplots
plot_sample_densities Plot sample/feature densities
plot_sample_violins Plot sample/feature violins
plot_subgroup_boxplots Plot sample/feature boxplots
plot_subgroup_violins Plot sample/feature violins
plot_summarized_detections Plot detections
plot_venn Plot venn
plot_violins Plot sample/feature violins
plot_volcano Plot volcano
pls Add PCA, SMA, LDA, PLS
preprocess_rnaseq_counts Preprocess RNAseq counts
proteingroups Get/Set proteingroups
proteingroups-method Get/Set proteingroups
proteingroups<- Get/Set proteingroups
proteingroups<--method Get/Set proteingroups

-- Q --

quantnorm Transform values

-- R --

read_affymetrix Read affymetrix microarray
read_metabolon Read metabolon
read_phosphosites Read/Analyze proteingroups/phosphosites
read_proteingroups Read/Analyze proteingroups/phosphosites
read_rectangles Read omics data from rectangular file
read_rnaseq_bams Read rnaseq
read_rnaseq_counts Read rnaseq
read_somascan Read somascan
rm_singleton_samples Rm singleton samples

-- S --

sampleid_values Get/Set svalues
scaledlibsizes Get tmm-scaled libsizes
sdata Get/Set sdata
sdata-method Get/Set sdata
sdata<- Get/Set sdata
sdata<--method Get/Set sdata
slevels Get slevels
sma Add PCA, SMA, LDA, PLS
snames Get/Set snames
snames-method Get/Set snames
snames<- Get/Set snames
snames<--method Get/Set snames
split_by_svar Split by svar
split_extract stri_split and extract
standardize_maxquant_snames Standardize maxquant snames
standardize_maxquant_snames.character Standardize maxquant snames
standardize_maxquant_snames.SummarizedExperiment Standardize maxquant snames
subgroup_array Get subgroup matrix
subgroup_levels Get slevels
subgroup_matrix Get subgroup matrix
subgroup_values Get/Set svalues
subtract_baseline Subtract baseline
subtract_differences Subtract baseline
subtract_pairs Subtract baseline
sumexp2mae Create MultiAssayExperiment from SummarizedExperiment list
sumexp_to_long_dt Convert SummarizedExperiment into data.table
sumexp_to_subrep_dt Convert SummarizedExperiment into data.table
sumexp_to_wide_dt Convert SummarizedExperiment into data.table
summarize_fit Summarize fit
svalues Get/Set svalues
svalues<- Get/Set svalues
svalues<--method Get/Set svalues
svars Get/Set svars
svars-method Get/Set svars
svars<- Get/Set svars
svars<--method Get/Set svars

-- T --

TESTS Statistical models supported in autonomics
tpm Get/Set tpm
tpm-method Get/Set tpm
tpm<- Get/Set tpm
tpm<--method Get/Set tpm

-- V --

values Get/Set expr values
values-method Get/Set expr values
values<- Get/Set expr values
values<--method Get/Set expr values
venn_detects Venn detects

-- W --

weights Get/Set weights
weights-method Get/Set weights
weights<- Get/Set weights
weights<--method Get/Set weights

-- Z --

zeroimpute Impute from half-normal distribution around 0
zero_to_na Change nondetect representation
zscore Transform values

-- misc --

.read_maxquant Read/Analyze proteingroups/phosphosites
.read_metabolon Read metabolon
.read_rectangles Read omics data from rectangular file
.read_rnaseq_bams Read rnaseq
.read_rnaseq_counts Read rnaseq
.read_somascan Read somascan