random_neg_ctrl_cont

Randomized negative control for count data in longdat_cont()

This tool takes longitudinal dataset as input and analyzes if there is significant
change of the features over time (a proxy for treatments), while detects and controls
for 'covariates' simultaneously. 'LongDat' is able to take in several data types as input,
including count, proportion, binary, ordinal and continuous data. The output table contains
p values, effect sizes and 'covariates' of each feature, making the downstream analysis easy.

Chia-Yu Chen

LongDat

A Tool for 'Covariate'-Sensitive Longitudinal Analysis on
'omics' Data

Sofia Forslund

random_neg_ctrl_cont function

<dl><dt>test_var</dt>
<dd>Internal function argument.</dd>
<dt>variable_col</dt>
<dd>Internal function argument.</dd>
<dt>fac_var</dt>
<dd>Internal function argument.</dd>
<dt>not_used</dt>
<dd>Internal function argument.</dd>
<dt>factors</dt>
<dd>Internal function argument.</dd>
<dt>data</dt>
<dd>Internal function argument.</dd>
<dt>N</dt>
<dd>Internal function argument.</dd>
<dt>data_type</dt>
<dd>Internal function argument.</dd>
<dt>variables</dt>
<dd>Internal function argument.</dd>
<dt>adjustMethod</dt>
<dd>Internal function argument.</dd>
<dt>model_q</dt>
<dd>Internal function argument.</dd>
<dt>posthoc_q</dt>
<dd>Internal function argument.</dd>
<dt>theta_cutoff</dt>
<dd>Internal function argument.</dd>
<dt>nonzero_count_cutoff1</dt>
<dd>Internal function argument.</dd>
<dt>nonzero_count_cutoff2</dt>
<dd>Internal function argument.</dd>
<dt>verbose</dt>
<dd>Internal function argument.</dd></dl>

Arguments

Randomized negative control for count data in longdat_cont() — random_neg_ctrl_cont

<dl>

<dt>test_var</dt>
<dd>Internal function argument.</dd>


<dt>variable_col</dt>
<dd>Internal function argument.</dd>


<dt>fac_var</dt>
<dd>Internal function argument.</dd>


<dt>not_used</dt>
<dd>Internal function argument.</dd>


<dt>factors</dt>
<dd>Internal function argument.</dd>


<dt>data</dt>
<dd>Internal function argument.</dd>


<dt>N</dt>
<dd>Internal function argument.</dd>


<dt>data_type</dt>
<dd>Internal function argument.</dd>


<dt>variables</dt>
<dd>Internal function argument.</dd>


<dt>adjustMethod</dt>
<dd>Internal function argument.</dd>


<dt>model_q</dt>
<dd>Internal function argument.</dd>


<dt>posthoc_q</dt>
<dd>Internal function argument.</dd>


<dt>theta_cutoff</dt>
<dd>Internal function argument.</dd>


<dt>nonzero_count_cutoff1</dt>
<dd>Internal function argument.</dd>


<dt>nonzero_count_cutoff2</dt>
<dd>Internal function argument.</dd>


<dt>verbose</dt>
<dd>Internal function argument.</dd>

</dl>

random_neg_ctrl_cont: Randomized negative control for count data in longdat_cont()

Description

Arguments