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  "Description": "Functions to assist in performing probabilistic record\nlinkage and deduplication: generating pairs, comparing records,\nem-algorithm for estimating m- and u-probabilities (I. Fellegi\n& A. Sunter (1969) <doi:10.1080/01621459.1969.10501049>, T.N.\nHerzog, F.J. Scheuren, & W.E. Winkler (2007), \"Data Quality and\nRecord Linkage Techniques\", ISBN:978-0-387-69502-0), forcing\none-to-one matching. Can also be used for pre- and\npost-processing for machine learning methods for record\nlinkage. Focus is on memory, CPU performance and flexibility.",
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    "select_n_to_m",
    "select_threshold",
    "select_unique",
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      "file": "linkexample1.txt.gz",
      "class": [
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      ],
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        "lastname",
        "firstname",
        "address",
        "sex",
        "postcode"
      ],
      "rows": 6,
      "table": true,
      "tojson": true
    },
    {
      "name": "linkexample2",
      "title": "Tiny example dataset for probabilistic linkage",
      "object": "linkexample2",
      "file": "linkexample2.txt.gz",
      "class": [
        "data.frame"
      ],
      "fields": [
        "id",
        "lastname",
        "firstname",
        "address",
        "sex",
        "postcode"
      ],
      "rows": 5,
      "table": true,
      "tojson": true
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    {
      "name": "town_names",
      "title": "Spelling variations of a set of town names",
      "object": "town_names",
      "file": "town_names.txt.gz",
      "class": [
        "data.frame"
      ],
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        "official_name"
      ],
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      "table": true,
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  "_help": [
    {
      "page": "add_from_x",
      "title": "Add a variable from one of the data sets to pairs",
      "topics": [
        "add_from_x",
        "add_from_y"
      ]
    },
    {
      "page": "cluster_call",
      "title": "Call a function on each of the worker nodes and pass it the pairs",
      "topics": [
        "cluster_call"
      ]
    },
    {
      "page": "cluster_collect",
      "title": "Collect pairs from cluster nodes",
      "topics": [
        "cluster_collect"
      ]
    },
    {
      "page": "cluster_modify_pairs",
      "title": "Call a function on each of the worker nodes to modify the pairs on the node",
      "topics": [
        "cluster_modify_pairs"
      ]
    },
    {
      "page": "cluster_pair",
      "title": "Generate all possible pairs using multiple processes",
      "topics": [
        "cluster_pair"
      ]
    },
    {
      "page": "cluster_pair_blocking",
      "title": "Generate pairs using simple blocking using multiple processes",
      "topics": [
        "cluster_pair_blocking"
      ]
    },
    {
      "page": "cluster_pair_minsim",
      "title": "Generate pairs with a minimal similarity using multiple processes",
      "topics": [
        "cluster_pair_minsim"
      ]
    },
    {
      "page": "comparators",
      "title": "Comparison functions",
      "topics": [
        "cmp_identical",
        "cmp_jaccard",
        "cmp_jarowinkler",
        "cmp_lcs",
        "jaccard",
        "jaro_winkler",
        "lcs"
      ]
    },
    {
      "page": "compare_pairs",
      "title": "Compare pairs on a set of variables common in both data sets",
      "topics": [
        "compare_pairs",
        "compare_pairs.cluster_pairs",
        "compare_pairs.pairs"
      ]
    },
    {
      "page": "compare_vars",
      "title": "Compare pairs on given variables",
      "topics": [
        "compare_vars",
        "compare_vars.cluster_pairs",
        "compare_vars.pairs"
      ]
    },
    {
      "page": "deduplicate_equivalence",
      "title": "Deduplication using equivalence groups",
      "topics": [
        "deduplicate_equivalence"
      ]
    },
    {
      "page": "get_inspect_pairs",
      "title": "Get a subset of pairs to inspect",
      "topics": [
        "get_inspect_pairs"
      ]
    },
    {
      "page": "greedy",
      "title": "Greedy one-to-one matching of pairs",
      "topics": [
        "greedy"
      ]
    },
    {
      "page": "link",
      "title": "Use the selected pairs to generate a linked data set",
      "topics": [
        "link"
      ]
    },
    {
      "page": "linkexample",
      "title": "Tiny example dataset for probabilistic linkage",
      "topics": [
        "linkexample1",
        "linkexample2"
      ]
    },
    {
      "page": "match_n_to_m",
      "title": "Force n to m matching on a set of pairs",
      "topics": [
        "match_n_to_m"
      ]
    },
    {
      "page": "merge_pairs",
      "title": "Merge two sets of pairs into one",
      "topics": [
        "merge_pairs",
        "merge_pairs.cluster_pairs",
        "merge_pairs.pairs",
        "rbind.cluster_pairs",
        "rbind.pairs"
      ]
    },
    {
      "page": "pair",
      "title": "Generate all possible pairs",
      "topics": [
        "pair"
      ]
    },
    {
      "page": "pair_blocking",
      "title": "Generate pairs using simple blocking",
      "topics": [
        "pair_blocking"
      ]
    },
    {
      "page": "pair_minsim",
      "title": "Generate pairs with a minimal similarity",
      "topics": [
        "pair_minsim"
      ]
    },
    {
      "page": "predict.problink_em",
      "title": "Calculate weights and probabilities for pairs",
      "topics": [
        "predict.problink_em"
      ]
    },
    {
      "page": "problink_em",
      "title": "Calculate EM-estimates of m- and u-probabilities",
      "topics": [
        "problink_em"
      ]
    },
    {
      "page": "score_simple",
      "title": "Score pairs based on a number of comparison vectors",
      "topics": [
        "score_simple",
        "score_simple.cluster_pairs",
        "score_simple.pairs"
      ]
    },
    {
      "page": "select_n_to_m",
      "title": "Select matching pairs enforcing one-to-one linkage",
      "topics": [
        "select_greedy",
        "select_greedy.cluster_pairs",
        "select_greedy.pairs",
        "select_n_to_m",
        "select_n_to_m.cluster_pairs",
        "select_n_to_m.pairs"
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    },
    {
      "page": "select_threshold",
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        "select_threshold.cluster_pairs",
        "select_threshold.pairs"
      ]
    },
    {
      "page": "select_unique",
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      "topics": [
        "select_unique",
        "select_unique.cluster_pairs",
        "select_unique.pairs"
      ]
    },
    {
      "page": "summary.problink_em",
      "title": "Summarise the results from 'problink_em'",
      "topics": [
        "summary.problink_em"
      ]
    },
    {
      "page": "tabulate_patterns",
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        "tabulate_patterns",
        "tabulate_patterns.cluster_pairs",
        "tabulate_patterns.pairs"
      ]
    },
    {
      "page": "town_names",
      "title": "Spelling variations of a set of town names",
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      ]
    },
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      "page": "val_or",
      "title": "Return default value if value is missing or NULL",
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