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alpha-group-significance: Alpha group significance test and plot¶
Docstring:
Usage: qiime stats alpha-group-significance [OPTIONS] Will select between Wilcoxon SRT and Mann-Whitney U depending on the presence of repeated measures. WARNING: This command is deprecated and will be removed in a future version of this plugin. Inputs: --i-alpha-diversity ARTIFACT SampleData[AlphaDiversity] Alpha diversity which will become the "measure" [required] Parameters: --m-metadata-file METADATA... (multiple arguments Sample metadata to use will be merged) [required] --p-columns TEXT... Columns to include as group information List[Str] [required] --p-subject VALUE Str % Choices('')¹'³ | Str²'⁴ If provided, will cause the results to be matched for repeated measures. [default: ''] --p-timepoint VALUE Str % Choices('')¹'² | Str³'⁴ If provided, will cause the results to be stratified by timepoint. Required if using ``subject``. [default: ''] Outputs: --o-distribution ARTIFACT Dist1D[Multi, Independent]¹ | Dist1D[Multi, Matched]² | Dist1D[NestedOrdered, Independent]³ | Dist1D[NestedOrdered, Matched]⁴ Dist1D generated by metadata and alpha diversity. [required] --o-stats ARTIFACT A stats table of the per-group/timepoint results StatsTable[Pairwise] [required] --o-raincloud VISUALIZATION A visualization of the distribution and statistics [required] Miscellaneous: --output-dir PATH Output unspecified results to a directory --verbose / --quiet Display verbose output to stdout and/or stderr during execution of this action. Or silence output if execution is successful (silence is golden). --recycle-pool TEXT Use a cache pool for pipeline resumption. QIIME 2 will cache your results in this pool for reuse by future invocations. These pool are retained until deleted by the user. If not provided, QIIME 2 will create a pool which is automatically reused by invocations of the same action and removed if the action is successful. Note: these pools are local to the cache you are using. --no-recycle Do not recycle results from a previous failed pipeline run or save the results from this run for future recycling. --parallel Execute your action in parallel. This flag will use your default parallel config. --parallel-config FILE Execute your action in parallel using a config at the indicated path. --example-data PATH Write example data and exit. --citations Show citations and exit. --use-cache DIRECTORY Specify the cache to be used for the intermediate work of this action. If not provided, the default cache under $TMP/qiime2/will be used. IMPORTANT FOR HPC USERS: If you are on an HPC system and are using parallel execution it is important to set this to a location that is globally accessible to all nodes in the cluster. --help Show this message and exit. Examples: # ### example: alpha group significance faith pd qiime stats alpha-group-significance \ --i-alpha-diversity alpha-div-faith-pd.qza \ --m-metadata-file metadata.tsv \ --p-columns genotype donor_status \ --p-subject mouse_id \ --p-timepoint days_post_transplant \ --o-distribution dist.qza \ --o-stats stats.qza \ --o-raincloud raincloud.qzv qiime stats alpha-group-significance \ --i-alpha-diversity alpha-div-faith-pd.qza \ --m-metadata-file metadata.tsv \ --p-columns genotype donor_status \ --o-distribution dist2.qza \ --o-stats stats2.qza \ --o-raincloud raincloud2.qzv
Import:
from qiime2.plugins.stats.pipelines import alpha_group_significance
Docstring:
Alpha group significance test and plot .. deprecated:: This Pipeline is deprecated and will be removed in a future version of this plugin. Will select between Wilcoxon SRT and Mann-Whitney U depending on the presence of repeated measures. Parameters ---------- alpha_diversity : SampleData[AlphaDiversity] Alpha diversity which will become the "measure" metadata : Metadata Sample metadata to use columns : List[Str] Columns to include as group information subject : Str % Choices('')¹'³ | Str²'⁴, optional If provided, will cause the results to be matched for repeated measures. timepoint : Str % Choices('')¹'² | Str³'⁴, optional If provided, will cause the results to be stratified by timepoint. Required if using ``subject``. Returns ------- distribution : Dist1D[Multi, Independent]¹ | Dist1D[Multi, Matched]² | Dist1D[NestedOrdered, Independent]³ | Dist1D[NestedOrdered, Matched]⁴ Dist1D generated by metadata and alpha diversity. stats : StatsTable[Pairwise] A stats table of the per-group/timepoint results raincloud : Visualization A visualization of the distribution and statistics