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Popular repositories

  1. neural_networks_longitudinal neural_networks_longitudinal Public

    Demo use of Neural Networks for Longitudinal Data Analysis

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  2. workflow-automation workflow-automation Public

    In this example, I highlight R functions and system commands that could be used to engineer efficient data science workflows.

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  3. SQL-Hive-Import-Utilities SQL-Hive-Import-Utilities Public

    Each of these functions use the fread function in the data.table package to detect column types in a delimited text file and use the result to construct a CREATE TABLE statement that imports the co…

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  4. pairs2 pairs2 Public

    R function used to examine pairwise relationships among variables in a dataframe. Given a matrix/dataframe with n columns, it returns an n x n matrix plot consisting of scatterplots, mosaic plots, …


  5. Using-Elastic-net-for-model-Selection-with-missing-data Using-Elastic-net-for-model-Selection-with-missing-data Public

    In this script, I demonstrate the use of elastic net to facilitate model selection given a large number of highly correlated candidate covariates with some covariate data missing.


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