All functions |
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Akaike's Information Criterion for weighted quantile regression |
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Simulate a response variable time series using all functions |
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Create annual aggregations of WRTDS output |
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Monthly chlorophyll time series for Hillsborough Bay |
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Chlorophyll axis label |
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Get trend for a single time period |
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Create a grid of half-window widths to evaluate |
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Daily chlorophyll, salinity, and discharge time series for the Upper Patuxent River Estuary |
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Create decimal time from time vector |
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Plot model response to salinity or flow as a lineplot for all months |
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Add date columns and fill missing values in the interpolation grids |
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Fill the |
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Plot the fitted results for a tidal object by month |
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Plot the fitted results for a tidal object |
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Get weights for regression |
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Quantile regression goodness of fit |
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Get colors for plots |
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Plot variable response to salinity/flow as a gridded surface for all months |
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Kendall seasonal trend test |
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Kendall trend test |
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Simulate a discharge time series |
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Simulate random errors from a time series |
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Simulate a water quality time series |
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Fit weighted regression and get predicted/normalized response variable |
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Plot number of observations in a WRTDS interpolation grid |
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Plot observed response variable and salinity/flow data |
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Plot combined predicted and normalized results from a tidal object |
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Get salinity/flow normalized WRTDS predictions from interpolation grids |
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Get WRTDS predictions from interpolation grids |
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Get the scale parameters for predicted values |
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Sample a daily time series at a set frequency |
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Plot seasonal trends across all years |
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Plot seasonal model response by years |
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Plot time slices within a tidal object |
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Create a tidal class object |
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Create a tidalmean class object |
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Monthly chlorophyll time series for Hillsborough Bay as a tidal object |
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Monthly chlorophyll time series for Hillsborough Bay as a tidal object for the conditional mean model |
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Monthly chlorophyll time series for Hillsborough Bay as a tidal object |
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Monthly chlorophyll time series for Hillsborough Bay as a tidal object, conditional mean model |
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Find the optimal half-window width combination |
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Evaluate half-window width combinations |
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Find the optimal half-window width combination |
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Get WRTDS prediction grid |
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Use k-fold cross-validation to evaluate WRTDS model fit |
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Get WRTDS performance metrics |
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Get WRTDS residuals |
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Get WRTDS trends |
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Get WRTDS trends using seasonal Kendall tests |
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Plot the weights for an observation |