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Published byBrent Allison Modified over 9 years ago
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Statistical Metadata Extensions to the X3.285 Metamodel By Daniel W. Gillman Chairman, NCITS/L8 U.S. Bureau of the Census
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Introduction l Context –Need –Definitions –Census Bureau –Uses for Statistical Metadata l Extensions l Conclusion
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Context l Metadata –“Data about Data” –“One Person’s Metadata Is Another’s Data” l Context l Statistics
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Statistical Data l Microdata –Data about individual objects collected through a survey or experiment. l Macrodata –Data derived through statistical aggregation or other manipulation from microdata or other macrodata.
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Statistical Metadata l Descriptive information or documentation that facilitates sharing and understanding statistical data over the lifetime of the data. l Includes – file location, record layout, database schemas, data dictionary, definitions, questions, questionnaires, sample design, processing steps, data quality, etc.
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Census Bureau Metadata Objectives l Gain Acceptance of One Logical Metadata Registry Model l Support wide Range of Projects, Surveys, Applications, and Users l Comply with Federal Standards
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Purposes of a Statistical Metadata Repository l End-user oriented – Electronic Data Dissemination l Production oriented – Automated Survey Design and Processing
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Functions of the CMR l Locate Data Sets l Link Common Data Sets l Locate Information About Data Elements l Locate Documentation l Link Common Documents l Link Images
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Repository Model Overview Registration Metamodel Business Data Documen- tation Data Element
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Survey Survey Instance Data Sets Questionnaire Questions Products Sample Universe/Frame Business Data Model
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Administered Component Classification Scheme Common Attributes Objects... Registration Model
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Administered Component Documentation Documentation Type Documentation Model
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Conclusion
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