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url: https://inseefrlab.github.io/ckm/
template:
bootstrap: 5
navbar:
structure:
left: [home, reference, articles, news]
right: [search, github]
components:
reference:
text: Package Contents
href: reference/index.html
news:
text: News
href: news/index.html
github:
icon: fa-github
aria-label: GitHub
text: Source Code
href: https://github.com/inseefrlab/ckm
home:
title: R package for applying the Cell Key Method
reference:
- title: Generate individual keys in microdata
desc: A function to create the key associated with each individual
contents:
- build_individual_keys
- title: Build a counting table and apply the CKM
desc: |
Functions to build and apply the Cell Key Method, on a single table or a list of tables.
contents:
- tabulate_cnt_micro_data
- apply_ckm
- tabulate_and_apply_ckm
- tabulate_and_apply_ckm_list
- title: Risk-utility trade-off
desc: A set of functions to help choose the parameters
contents:
- assess_RU
- assess_RUs
- simulate_RUs
- assess_risk
- get_deviation_set
- get_possibles_set
- compute_frequencies
- distance_hellinger
- mean_absolute_deviation
- mean_relative_absolute_deviation
- title: Compute confidence intervals
desc: |
Functions providing confidence intervals for statistics built from perturbed counts.
contents:
- estimate_beta
- estimate_beta_df
- title: Build the transition matrix and prepare the perturbation table
desc: Functions to retrieve the transition matrix and compare scenarios by visualizing the theoretical noise distribution.
contents:
- create_transition_matrix
- prepare_perturbation_table
- test_matrices
- visualize_distribution
- title: Other functions
contents:
- build_parameters_table
- convert_desc_table_to_list
- distance_euclid
- distance_manhattan
- estimate_proba_precision_statistic
- estimate_proba_precision_statistic_df
- title: Example data
desc: Example dataset to test the package functions
contents:
- dtest