Secondary study operations |
Secondary study planning |
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| Defining secondary study aims |
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| Review and selection of the sources |
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| Definition of the variables to adquire and disseminate |
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| Planning data acquisition modes |
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| Planning data pre-processing techniques |
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| Planning editing and imputation techniques |
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| Planning the estimation methodology for mixed sources |
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| Designing software for analysis and result tabulation |
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| Planning modes and technical devices for result dissemination |
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Data acquisition |
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| Data acquisition from Istat primary surveys |
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| Data acquisition from Istat secondary studies |
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| Data acquisition from Sistan bodies |
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| Data acquisition from national bodies other than Sistan |
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| Data acquisition from international bodies |
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Pre-processing input data |
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| Analysis of the adequacy of sources |
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| Data processing for definition reconcilation |
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| Data processing for classification reconcilation |
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| Microdata integration by record linkage (exact matching of same units in different records) |
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| Microdata integration by matching (exact matching of different units) |
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| Microdata assembling to reconstruct the set of observations |
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| Macrodata integration |
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| Macrodata assembling |
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| Editing and imputation of outliers and/or missing data |
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| Control of outliers and/or missing data |
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| Imputation of unobserved statistical units |
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| Imputation of statistical variables unavailable in the administrative sources |
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| Control of record layout |
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| Revision of postal address data (normalisation, geocoding, duplicate check, validation) |
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| Microdata control |
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Data processing |
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| Secondary study activities |
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| | Drafting tables and graph for Istat publications |
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| | Data smoothing or interpolation (regressions, moving averages, ...) by statistical techniques |
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| | Use of seasonal adjustment procedures |
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| | Analytical insights based on advanced statistical techniques |
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| | Provisional estimate release |
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| | Processing forecasts |
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| | Drafting life-tables |
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| | Constructing time series |
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| | Revising of time series |
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| | Constructing indicators |
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| | Constructing intermediate economic aggregates |
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| | Constructing final economic aggregates (to be published) |
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| | Computing elementary indexes |
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| | Calculating composite indexes |
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| | Measurement of the reconciliation items for deficit, working balance and debt |
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| | Building up a microdata set for structural business statistics |
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| | Maps production |
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| | Building up a microdata statistical register |
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| Analysis techniques for secondary studies |
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| | Microsimulations |
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| | Estimation of the variables unavailable in the adquired administrative sources |
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| Data processing |
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| | Processing provisional indexes for Eurostat |
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| | Provisional data processing |
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| | | Setting up provisional microdata files for Eurostat |
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| | | Setting up provisional microdata files for Istat National Accounts Division |
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| | | Provisional macrodata processing |
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| | | Setting up provisional macrodata files for Eurostat |
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| | | Setting up provisional macrodata files for Istat National Accounts Division |
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| | | Processing provisional indexes |
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| | Final data processing |
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| | | Setting up final microdata files for Eurostat |
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| | | Setting up final microdata files for Istat National Accounts Division |
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| | | Setting up final microdata files for Sistan bodies |
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| | | Processing final macrodata |
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| | | Setting up final macrodata files for Eurostat |
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| | | Setting up final macrodata files for Istat National Accounts Division |
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| | | Setting up final macrodata for international bodies other than Eurostat |
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| | | Processing final macrodata for national bodies other than Sistan |
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| | | Processing final indexes |
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| | Processing data undergoing a revision policy |
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| | | Processing macrodata undergoing a revision policy |
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| | | Processing macrodata undergoing a revision policy for national bodies other than Sistan |
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| | | Processing macrodata undergoing a revision policy for Eurostat |
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| | Estimate calculation |
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Data validation |
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| Comparison with data from other independent sources |
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| Controllo di congruenza con precedenti dati della stessa elaborazione |
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| Analysis of available time series |
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| Time series analysis of indicators and checks ratios |
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| Analysis of quality indicators supporting output data |
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| Assessment of adequacy of estimates compared to definitions (exhaustiveness of estimates) |
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| Additional studies and experiments input data quality |
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Data storage |
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| Data storage in a local repository |
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| Data storage in a central repository |
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| Data storage in ARMIDA (Istat validated microdata repository) |
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Statistical disclosure control |
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| Methods of risk evaluation for tables |
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| | Risk evaluation by applying a threshold rule |
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| | Risk evaluation by applying a dominance rule |
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| Methods of protection for tables |
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| | Cell suppression |
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| | Cell perturbation |
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| | Table redesign |
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| Methods of protection microdata |
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| | Global recording |
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| | Local suppression |
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| | Data masking |
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Dissemination |
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| Editing publications |
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| | Press release dissemination ("Statistiche-Flash", "Statistiche-Report", "Statistiche-Focus", "Note informative") |
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| | Publishing final data in survey-specific volumes (Series Yearbooks, "Informazioni", etc.) |
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| | Publishing provisional data (e.g. "Nota rapida", etc.) |
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| | Publishing data in Istat general volumes (Statistical Yearbook, "Conoscere l'Italia", Italian Statistical Compendium, etc.) |
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| | Publishing insights or specific studies (Series "Argomenti", "Metodi e Norme", etc.) |
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| | Publishing data in volumes of International Organisations (OECD, Eurostat, etc.) |
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| Dissemination in data banks or information systems |
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| | Dissemination in Istat data banks available at Istat Data shop, Regional Offices or other locations |
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| | Dissemination on the Internet or other networks or by electronic systems such as BBS (Bulletin Board System) |
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| | Dissemination on international dedicated networks meeting dissemination standards (UN, Eurostat, OECD, WHO) |
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| | Dissemination on the Internet in an information system |
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| Machine To Machine data dissemination |
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| Dissemination of elementary data and indicators |
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| | Release of standard files |
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| | Microdata File for Research (MFR) release |
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| | Access to the laboratory for the Analysis of Elementary Data (ADELE) |
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| | Release of files for Sistan |
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Documentation |
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| Developing electronic tools for quality indicators computation |
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| Disseminating quality indicators supporting statistical information |
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| Disseminating of quality reports supporting statistical information |
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Evaluation |
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| Gathering evaluation inputs |
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| Quality statistical auditing |
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| Quality statistical self-assessment |
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| Agreement of action plan after evaluation |
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Replanning the secondary study |
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| Replanning secondary study aims |
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| Replanning data acquisition modes |
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| Replanning data pre-processing techniques |
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| Replanning editing and imputation techniques |
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| Re-designing software for analysis and result tabulation |
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| Replanning modes and technical devices for result dissemination |
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| Ristrutturazione dei contenuti informativi dell'elaborazione |
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