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Doc: Statistical Modeling

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kmorrisongr edited this page Feb 17, 2020 · 1 revision

Test A Statistical Model

fcsm_test_model(model, test, test_group)

A wrapper for testing statistical models.
@param model The model you generated, be it from lm, glm, etc.
@param test The test data frame you'll be using. Should not include any group membership information.
@param test_group The actual group membership for your test data.
@return The accuracy of your model when predicting on the test data.

Perform Univariate Analysis

fcsm_uni(fc, adj_method)

Documentation WIP.
Perform univariate analysis on each feature in the Fc Array data frame. Return both p-values and q-values (based on adj_method).
@param fc The Fc Array data frame. Will be standardized for you so you are comparing apples to apples.
@param adj_method The method you want to use to adjust p-values. Use "none" as a passthrough