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qat (version 0.74)

Quality Assurance Toolkit

Description

Functions for a scientific quality assurance of meteorological data.

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Version

Install

install.packages('qat')

Monthly Downloads

53

Version

0.74

License

GPL-2

Maintainer

Andre Duesterhus

Last Published

July 24th, 2016

Functions in qat (0.74)

qat_add_algorithm

Algorithm of a check
qat_add_all_algorithms

Adds all algorithms to a workflow
qat_analyse_block_distribution_1d

Perform a block distribution check
qat_add_description

Description of a check
qat_analyse_block_distribution_2d

Perform a block distribution check
qat_analyse_boot_distribution_1d

Perform a bootstrapped distribution check
qat_analyse_boot_distribution_2d

Perform a bootstrapped distribution check
qat_add_comment

Comment on result
qat_add_all_descriptions

Adds all descriptions to a workflow
qat_add_resultfile

Resultfile of a check
qat_analyse_histogram_test_emd_1d

Perform a histogram test with the metric EMD
qat_analyse_histogram_test_jsd_2d

Perform a histogram test with the metric JSD
qat_analyse_histogram_test_kld_1d

Perform a histogram test with the metric KLD
qat_analyse_distribution_2d

Perform a distribution check
qat_analyse_histogram_test_2d

Perform a histogram test with a given metric
qat_analyse_distribution_1d

Perform a distribution check
qat_analyse_histogram_test_emd_2d

Perform a histogram test with the metric EMD
qat_analyse_histogram_test_kld_2d

Perform a histogram test with the metric KLD
qat_analyse_histogram_test_1d

Perform a histogram test with a given metric
qat_analyse_histogram_test_jsd_1d

Perform a histogram test with the metric JSD
qat_analyse_lim_rule_dynamic_1d

Perform a dynamic lim-rule-check
qat_analyse_lim_rule_dynamic_2d

Perform a dynamic lim-rule-check
qat_analyse_lim_rule_static_1d

Perform a static lim-rule-check
qat_analyse_noc_rule_1d

Perform a noc-rule-check
qat_analyse_histogram_test_ms_1d

Perform a histogram test with the metric MS
qat_analyse_histogram_test_rms_1d

Perform a histogram test with the metric RMS
qat_analyse_noc_rule_2d

Perform a noc-rule-check
qat_analyse_lim_rule_static_2d

Perform a static lim-rule-check
qat_analyse_histogram_test_rms_2d

Perform a histogram test with the metric RMS
qat_analyse_histogram_test_ms_2d

Perform a histogram test with the metric MS
qat_analyse_set_nans_1d

Set given values of a vector to NaN
qat_analyse_set_nans_2d

Set given values of a vector to NaN
qat_analyse_roc_rule_dynamic_1d

Perform a dynamic roc-rule-check
qat_analyse_set_addup_1d

Addup values of a vector
qat_analyse_set_addup_2d

Addup values of a vector
qat_analyse_roc_rule_dynamic_2d

Perform a dynamic roc-rule-check
qat_analyse_roc_rule_static_2d

Perform a static roc-rule-check
qat_analyse_roc_rule_static_1d

Perform a static roc-rule-check
qat_analyse_set_mean_2d

Mean of values of a vector
qat_analyse_set_mean_1d

Mean of values of a vector
qat_analyse_trimmed_distribution_1d

Perform a trimmed distribution check
qat_analyse_trimmed_distribution_2d

Perform a trimmed distribution check
qat_analyse_set_nans_above_1d

Set values above threshold to NaN
qat_analyse_set_nans_above_2d

Set values above threshold to NaN
qat_analyse_slide_distribution_1d

Perform a slide distribution check
qat_call_distribution

Perform a distribution check
qat_analyse_slide_distribution_2d

Perform a slide distribution check
qat_analyse_set_nans_below_1d

Set values below threshold to NaN
qat_call_histogram_test

Perform a LIM Rule Check
qat_call_plot_distribution

Plot a result of a distribution check
qat_analyse_set_nans_below_2d

Set values below threshold to NaN
qat_call_plot_histogram_test

Plot a result of a histogram test
qat_call_save_boot_distribution

Produce a savelist-entry for a Boot Distribution Test
qat_call_save_block_distribution

Produce a savelist-entry for a Block Distribution Test
qat_call_lim_rule

Perform a LIM Rule Check
qat_call_save_distribution

Produce a savelist-entry for a Distribution Test
qat_data_nameofvars_ncdf

Variable names of ncdf object
qat_call_save_set_addup

Produce a savelist-entry for a set Addup
qat_call_save_roc_rule

Produce a savelist-entry for a ROC-Rule Test
qat_call_save_histogram_test

Produce a savelist-entry for a Histogram Test
qat_call_noc_rule

Perform a NOC Rule Check
qat_data_numofvars_ncdf

Nomber of Variables of ncdf object
qat_call_plot_noc_rule

Plot a result of a NOC rule check
qat_call_plot_lim_rule

Plot a result of a LIM rule check
qat_call_roc_rule

Perform a ROC Rule Check
qat_call_plot_trimmed_distribution

Plot a result of a trimmed distribution check
qat_call_slide_distribution

Perform a slide distribution check
qat_call_set_nans

Set given values of a vector to NaN
qat_plot_block_distribution_1d

Plot a block distribution check result
qat_measure_histogram_difference

Perform a comparison of two datasets by means of its histograms with a given metric
qat_plot_lim_rule_dynamic_2d

Plot a dynamic LIM rule result
qat_plot_lim_rule_dynamic_1d

Plot a dynamic LIM rule result
qat_plot_lim_rule_static_1d

Plot a static lim rule result
qat_plot_roc_rule_static_2d

Plot a static ROC rule result
qat_plot_roc_rule_static_1d

Plot a static ROC rule result
qat_plot_lim_rule_static_2d

Plot a static lim rule result
qat_save_boot_distribution_2d

Produce a savelist from a resultlist for a Boot Distribution Test
qat_save_boot_distribution_1d

Produce a savelist from a resultlist for a Boot Distribution Test
qat_save_lim_rule_dynamic_1d

Produce a savelist from a resultlist for a LIM Rule Dynamic Test
qat_style_plot

Produce a plotstylelist
qat_save_lim_rule_dynamic_2d

Produce a savelist from a resultlist for a LIM Rule Dynamic Test
qat-package

Quality Assurance Toolkit
qat_plot_noc_rule_2d

Plot a NOC rule result
qat_run_workflow_plot

Produce plots of a workflow
qat_plot_noc_rule_1d

Plot a NOC rule result
qat_run_workflow_save

Performing a workflow of constructing saving elements by a given resultlist
qat_save_result_ncdf

Writing a savelist to a netCDF-file
qat_save_set_nans_above_1d

Produce a savelist from a resultlist for a Set NAN above
qat_save_roc_rule_dynamic_1d

Produce a savelist from a resultlist for a ROC Rule Dynamic Test
qat_save_set_nans_below_1d

Produce a savelist from a resultlist for a Set NAN below
qat_save_trimmed_distribution_2d

Produce a savelist from a resultlist for a Trimmed Distribution Test
qat_save_trimmed_distribution_1d

Produce a savelist from a resultlist for a Trimmed Distribution Test
qat_call_block_distribution

Perform a block distribution check
qat_call_boot_distribution

Perform a bootstrapped distribution check
qat_call_set_mean

Mean of values of a vector
qat_call_set_addup

Addup values of a vector
qat_call_trimmed_distribution

Perform a trimmed distribution check
qat_config_read_workflow

Read an XML workflow
qat_save_noc_rule_1d

Produce a savelist from a resultlist for a NOC Rule Test
qat_plot_boot_distribution_1d

Plot a bootstrapped distribution check result
qat_plot_block_distribution_2d

Plot a block distribution check result
qat_save_noc_rule_2d

Produce a savelist from a resultlist for a NOC Rule Test
qat_save_roc_rule_static_2d

Produce a savelist from a resultlist for a ROC Rule Static Test
qat_save_set_addup_1d

Produce a savelist from a resultlist for a Set Addup
qat_call_plot_roc_rule

Plot a result of a ROC rule check
qat_call_save_set_mean

Produce a savelist-entry for a Set Mean
qat_call_plot_slide_distribution

Plot a result of a slide distribution check
qat_config_write_workflow

Write a result
qat_call_save_set_nans

Produce a savelist-entry for a set NAN
qat_plot_lim_rule_sigma_1d

Plot a sigma LIM rule result
qat_data_close_ncdf

Close an open netCDF-file
qat_plot_lim_rule_sigma_2d

Plot a sigma LIM rule result
qat_plot_slide_distribution_1d

Plot a slide distribution check result
qat_read_parameter

Informations on a method
qat_run_workflow_check

Perform a workflow of checks
qat_plot_slide_distribution_2d

Plot a slide distribution check result
qat_save_set_nans_1d

Produce a savelist from a resultlist for a Set NAN
qat_save_set_mean_1d

Produce a savelist from a resultlist for a Set Mean
qat_save_lim_rule_static_2d

Produce a savelist from a resultlist for a LIM Rule Static Test
qat_save_lim_rule_static_1d

Produce a savelist from a resultlist for a LIM Rule Static Test
qat_call_plot_boot_distribution

Plot a result of a bootstrapped distribution check
qat_call_plot_block_distribution

Plot a result of a block distribution check
qat_call_save_slide_distribution

Produce a savelist-entry for a Slide Distribution Test
qat_call_save_lim_rule

Produce a savelist-entry for a LIM-RULE Test
qat_call_save_trimmed_distribution

Produce a savelist-entry for a Trimmed Distribution Test
qat_call_save_noc_rule

Produce a savelist-entry for a NOC RULE Test
qat_plot_histogram_test

Plot a histogram test result
qat_plot_distribution_1d

Plot a distribution check result
qat_plot_roc_rule_dynamic_1d

Plot a dynamic ROC rule result
qat_plot_roc_rule_dynamic_2d

Plot a dynamic ROC rule result
qat_data_varcontent_ncdf

Content of a variable
qat_data_read_ncdf

Read in netCDF-file
qat_save_block_distribution_2d

Produce a savelist from a resultlist for a Block Distribution Test
qat_save_block_distribution_1d

Produce a savelist from a resultlist for a Block Distribution Test
qat_plot_trimmed_distribution_2d

Plot a trimmed distribution check result
qat_plot_trimmed_distribution_1d

Plot a trimmed distribution check result
qat_save_histogram_test

Produce a savelist from a resultlist for a Histogram Test
qat_save_distribution_1d

Produce a savelist from a resultlist for a Distribution Test
qat_save_slide_distribution_1d

Produce a savelist from a resultlist for a Slide Distribution Test
qat_save_slide_distribution_2d

Produce a savelist from a resultlist for a Slide Distribution Test
qat_save_lim_rule_sigma_2d

Produce a savelist from a resultlist for a LIM Rule Sigma Test
qat_save_lim_rule_sigma_1d

Produce a savelist from a resultlist for a LIM Rule Sigma Test
qat_save_roc_rule_dynamic_2d

Produce a savelist from a resultlist for a ROC Rule Dynamic Test
qat_save_roc_rule_static_1d

Produce a savelist from a resultlist for a ROC Rule Static Test