Data IngestionIngest Data. |
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Write a csv file compatible with nonmem |
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Data Manipulation |
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Chunking |
Chunking dataframes |
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give the max value up to that point |
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give the min value up to that point |
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Given a set of bin ranges, assign each value to a bin |
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Given a set of bin ranges, assign each value to a bin and provide the label |
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Coerce a Matrix to be Positive Definite |
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Coerce Values to Nearest of Candidates |
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Convert clock time to decimal equivalent |
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Summaries |
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summarize paucs |
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Summarize quantiles for a column |
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Test Set Relations Among Two Vectors |
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Display overlapping names between data.frames |
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Display a count of NAs by column in a data.frame |
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Count number of IDs in a NONMEM data set |
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Calculate geometric mean of a vector |
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Search for value in a data.frame |
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Check if a group of columns are distinct |
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Find all columns where rows are not identical |
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Formatting |
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Capitalize all names for a dataframe |
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convert a column of categorical covariates into a number of columns with a binary flag for each category |
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Convert '.' values into missing values. |
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Add character to left of every character |
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Wrap Text in Parentheses |
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Display top and bottom of data frame |
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Extract letters from end of string |
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Add hash character to start of each line |
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Pharmacometrics-specific |
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Calculate AUCt-inf |
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Calculate partial AUC |
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resampling |
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Create, Manipulate, Read, and Write NONMEM Control Streams |
Estimate elimination half-life from 2-compartment model |
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Overwrite DOSE column into factor and ordered by value |