Man pages for sdglinkage
Synthetic Data Generation for Linkage Methods Development
| acquire_error_flag | Add a column of error flags given two data frames. |
| add_dependent_error | Add two dependent error flags to a data frame. |
| add_random_error | Add random error flags to a data frame. |
| address_uk | UK addresses. |
| add_variable | Add a synthetic but realistic variable to a dataset following... |
| adult | Adult dataset. |
| bn_flag_inference | Bayesian inference for error prediction . |
| check_swap_char | Check if two strings are the same after we swaped the... |
| compare_cart | Compare the synthetic data generated by CART with the real... |
| compare_sdg | Compare the performance of generators. |
| compare_two_df | Compare two data frames. |
| damage_gold_standard | Generate a linkage file by damaging the gold standard file. |
| diff_two_strings | Find all letters in 'string1' which are not in 'string2'.... |
| do_ocr_replacement | Replace a string with its ocr error. |
| do_pho_replacement | Replace a string with its phonetic error. |
| do_typo_replacement | Replace a string with its typo error. |
| extract_address | Extract addresses. |
| firstname_uk | Baby birth first names in England and Wales. |
| firstname_uk_variant | First name variants in the UK. |
| firstname_us | First names in the US census. |
| gen_address | Generate an address. |
| gen_bn_elicit | Generate synthetic data using BN parameter learning with an... |
| gen_bn_learn | Generate synthetic data using BN learning. |
| gen_cart | Generate synthetic data using CART. |
| gen_dob | Generate a record of date of birth. |
| gen_firstname | Randomly generate a firstname. |
| gen_lastname | Randomly generate a lastname. |
| gen_nhsid | Generate a random nhsid. |
| get_address | Get an address. |
| get_transformation_del | Delete a character randomly. |
| get_transformation_insert | Insert a character/digit/space/symbol randomly. |
| get_transformation_name_variant | Randomly assign a name to its variant. |
| get_transformation_ocr | Encode OCR error to a string. |
| get_transformation_pho | Encode phonetic error to a string. |
| get_transformation_trans_char | Randomly transpose two neighbouring characters. |
| get_transformation_trans_date | Transpose the position of day and month. |
| get_transformation_typo | Encode typographic error to a string. |
| lastname_uk | Last names in UK, |
| lastname_uk_variant | Last name variants in the UK. |
| lastname_us | Last names in the US census. |
| ocr_rules | Look up table of Optical Character Recognition (OCR) errors. |
| pho_rules | Look up table of phonetic errors. |
| plot_bn | Plot the BN structure. |
| plot_compared_sdg | Plot the distribution of a varaible from the synthetic data... |
| replace_firstname | Replace the firstnames with values from another database. |
| replace_lastname | Replace the lastnames with values from another database. |
| replace_nhsid | Replace nhsid with another random nhsid. |
| slavo_germanic | Detect if it has slavo transformation. |
| split_data | Split the data into a training_set and a testing_set. |
