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Game Theory Explained

ROUTINE DATA QUALITY ASSESSMENT TOOL (RDQA)
Jul 30, 2008 . 10 - Annex 2: Instructions for sampling sites using 2-stage cluster sampling . . approach for assessing and improving overall data quality.
http://www.cpc.unc.edu/measure/tools/monitoring-evaluation-systems/data-quality-assurance-tools/RDQA%20Guidelines-Draft%207.30.08.pdf

Conducting Data Quality Assessments - USAID
do a data quality assessment. A data quality assessment is of little use unless front . rigorous and formal data quality assessment. Example: A Mission invests .
http://www.usaid.gov/policy/evalweb/documents/TIPS-ConductingDataQualityAssessments.pdf

Data Quality Assessment Tool (for auditing and capacity building)
Download Data Quality Assessment Data Verification Templates . these systems to collect and report quality data and to verify a sample of reported data related .
http://www.pepfar.gov/implementer_resources/data_quality/c20984.htm

Handbook on Data Quality Assessment Methods ... - Eurostat - Europa
For example, quality indicators are relying on the results from quality measurement. This handbook distinguishes three levels of data quality assessment. On the .
http://epp.eurostat.ec.europa.eu/portal/page/portal/quality/documents/HANDBOOK%20ON%20DATA%20QUALITY%20ASSESSMENT%20METHODS%20AND%20TOOLS%20%20I.pdf

Data Quality Assessment Framework
The IMF Data Quality Assessment Framework (DQAF) identifies quality-related features of . 3.2.1 Source data—including censuses, sample surveys, and .
http://dsbb.imf.org/images/pdfs/dqrs_factsheet.pdf

Guidance for Data Quality Assessment: EPA QA/G9
developed a process for performing Data Quality Assessment (DQA) Process for project . 1.3 DESIGNS FOR SAMPLING ENVIRONMENTAL MEDIA .
http://www.epa.gov/region6/qa/qadevtools/mod4references/secondaryguidance/g9-final.pdf

A Theory is Born

EPA Quality System - Data Quality Assessment
Data Quality Assessment is used to assess the type, quantity, and quality of . sample collection procedures were satisfied and that the data are suitable for its .
http://www.epa.gov/quality/dqa.html

Completion of the Data Quality Assessment Report Deliverable ...
1.1 Example for a Data Quality Assessment completion report. 2 Introduction . Listed below is an example of Data Quality Assessment Completion Report: .
http://mike2.openmethodology.org/wiki/Completion_of_the_Data_Quality_Assessment_Report_Deliverable_Template

A Model for Data Quality Assessment
level pair constructs across the 3 data lineage levels to determine the resultant data quality. The assessment test examples can be performed based on the data .
http://www.tiu.ac.jp/org/forum-01/08WuhanDocuments/WHU-ROS-017-Baba-DQA.pdf

Data Quality Assessment - Data Quality & Business Intelligence
Subjective data quality assessments reflect the needs and experiences of . states, for example, but it only contains 43 states, then we have population incom - .
http://dwquality.com/DQAssessment.pdf

The Nash Equilibrium

WORKSHEET 7: DATA QUALITY ASSESSMENT CHECKLIST
This checklist is a record of both initial and periodic data quality assessments. It identifies and . Sampling Error (only applies when the data source is a survey) .
http://www.fantaproject.org/downloads/WeekOnePresentations/M&EFundamentals/Handout_DQA_Checklist.doc

Data Quality Assessment - Joint Oil Data Initiative
The basic quality of the data is assessed through regular checks. . Examples of internal consistency checks: the sum of all the reported products with reported .
http://www.jodidata.org/database/data-quality-assessment.aspx

The Prisoner's Dilemma

Data Quality Assessment Process | Gemini Observatory
Feb 7, 2012 . Data Quality Assessment Process . For example, if the observer starts the night with a program requiring IQ20 conditions (the best seeing) .
http://www.gemini.edu/sciops/data-and-results/quality-assessment

SAP Data Quality Assessment
Sep 17, 2009 . The SAP Data Quality Assessment can help you institute higher quality . data quality that are most applicable for your business—for example, .
http://www.informatica.com/INFA_Resources/ips_sap_dq_assess_7051.pdf

SAS® DATA QUALITY ASSESSMENT
Data quality is the key to successful . Assessment will assist you in under- . and validates the data quality issues that are found within the sample of your data.
http://www.sas.com/offices/NA/canada/lp/Services/Data-Quality-Assessment.pdf

Laboratory Quality Assurance and Quality Control Data Quality ...
APPENDIX K SUPPLEMENTAL EXAMPLES USING MULTIPLE LINES OF EVIDENCE. APPENDIX L DATA QUALITY ASSESSMENT AND DATA USABILITY .
http://ct.gov/dep/lib/dep/site_clean_up/guidance/qaqc/final_dqa_due.pdf

A Data Quality Assessment Algorithmwith Applications in Predictive ...
2 Examples of Data Quality Assessment Methods. There have been various methods developed to approach the problem of data quality assessment in different .
http://www.proceedings2006.imcsit.org/pliks/109.pdf

No Child Left Behind Data Quality Guidelines (MS Word)
As its title – Improving Data Quality for Title I Standards, Assessments, and . For example, data reporting requirements related to NCLB supplemental .
http://www2.ed.gov/policy/elsec/guid/standardsassessment/nclbdataguidance.doc

Real-World Dilemmas

FINAL CONTRACT REPORT ITS DATA QUALITY: ASSESSMENT ...
inclusion in the ITS data quality assessment procedure. As with previous subtasks, this question was explored using sample benchmark and field data collected .
http://www.gmupolicy.net/its/pdfweb/RSPA%20-%20Sensor%20evaluation.pdf

Ethiopian Data Quality Assessment Framework (EDQAF)
Ethiopian Data Quality Assessment Framework (EDQAF) . of the current Ethiopian Data Quality Assurance Framework (EDQAF) that helps the sectoral . For example, as regards output data quality, dimensions typically include relevance .
http://www.csa.gov.et/pdf/New%20folder/EDQAF.pdf

QAA,LLC - Data Quality Assessment (DQA)
Jun 20, 2005 . Third-party data quality assessment is the best way to ensure . These measures may be procedural (e.g., samples must be analyzed within 12 .
http://www.qaallc.com/dqa.html

Data Elements Related to Quality Assurance
sampling technique, analytical methodologies and data management activities are a few such . Data quality assessment is one activity that is instrumental in .
http://www.dep.state.fl.us/water/storet/docs/EAS_01_01.pdf

Data Quality Management
"Data Profiling: Assessing Data Quality" . For example, you could create a data rule called gender_rule , which could specify that valid values are 'M' and 'F'.
http://docs.oracle.com/cd/E11882_01/owb.112/e10581/dataquality.htm

Mixing Moves

Data Quality Assessment
EPA QA/G-5S Guidance on Choosing a Sampling Design for Environmental Data . Collection. EPA QA/G-9S Data Quality Assessment: Statistical Methods for .
http://www.epa.gov/quality/qs-docs/g9r-final.pdf

Genotype Data Quality Assessment
Genotype Data Quality Assessment. Lisa Brooks, Ph.D. NHGRI. Page 2. Genotype Data QA/QC. • GAIN Genotyping Group . QA samples for each study .
http://www.genome.gov/Pages/About/OD/OPG/GAINKickoffWorkshop/Brooks-GAIN-GenotypeDataQualityAsess.pdf

Data Quality Assessment for Environmental Decision Making
Sampling Cost Advisor . Sample Plan Demo . The Data Quality Assessment ( DQA) process seeks to determine whether the type, quantity, and quality of .
http://www.qe3c.com/dqo/training/dqa_decision.html

Commitments

DOD Guidelines on Data Quality Management (Summary)
Data Quality. Characteristics Description. Example Metric. Accuracy. A quality of that which is free of error. A qualitative assessment of freedom from error, with a .
http://www.tricare.mil/ocfo/_docs/DoDGuidelinesOnDataQualityManagement.pdf

Assessing and Improving EHR Data Quality
Assessing and Improving EHR Data Quality (AHIMA Practice Brief) . Medical records are used, for example, by cancer and other disease registries to identify .
http://library.ahima.org/xpedio/groups/public/documents/ahima/bok1_033723.hcsp

Data Quality White Paper
Understanding the Problem: Data Quality Assessment. . In the example above, poor data entry standards result in duplicate records that can cause confusion.
http://www.acl.com/pdfs/wp_data_quality.pdf

3.4 Validation and Data Quality Assessment
post-closure. 3.4 Validation and Data Quality Assessment. Data validation and verification (V&V) during CY 2009 was performed by Legacy Management .
http://www.lm.doe.gov/Rocky_Flats/S05993/s3_4.pdf

Information and Incentives

Manual on use of routine data quality assessment (RDQA) tool for ...
Data quality audit and routine data quality assessment 1 . facilitate routine supervision (by NTPs for example) and review (by, for example, NTPs and all .
http://whqlibdoc.who.int/publications/2011/9789241501248_eng.pdf

Approach to Data Quality, Standards and Linkage (PD11)
For example, many of the products will highlight Information Governance issues . datasets, data sources and assessments of data quality through the use of .
http://www.nihr.ac.uk/systems/Documents/RCP_Programme_Documents/PD11%20Approach%20to%20data%20quality,%20standards%20and%20linkage.pdf

Environmental Sampling and Data Quality Environmental Training ...
The Environmental Sampling and Data Quality™ course is designed for those . and Reporting; Assessment and Oversight; Data Quality Assessment (DQA) .
http://www.aarcherinstitute.com/courses/environmental-sampling-data-quality-training/

Deloitte's data quality assessment Better data. Better business.
Our data quality assessment is a fast and effective way of . Quality materials data - will address production inefficiencies and quality problems. Example .
http://www.deloitte.com/assets/Dcom-SouthAfrica/Local%20Assets/Documents/Data%20Quality%20Assesment%20-%20Better%20Data.pdf

Aligning Interests, Avoiding Enrons

Unit 100 - Data Quality Measurement and Assessment
Mar 23, 1998 . Basic techniques for data quality assessment. . An example is Microsoftís Feedback Wizard, a software utility that lets users email reports of .
http://www.ncgia.ucsb.edu/giscc/units/u100/u100_f.html

BMC Public Health | Full text | Assessing immunization data quality ...
Assessing immunization data quality from routine reports in Mozambique . For example, the World Health Organization (WHO) experts showed in a previous .
http://www.biomedcentral.com/1471-2458/5/108

Data Quality Assessment — SNP & Variation Suite v7.6.4 ...
Data Quality Assessment¶. To ensure data is of the highest quality, SVS provides a variety of features that not only help assess the quality of data, but remedy .
http://doc.goldenhelix.com/SVS/latest/data_quality.html

Data Quality Assessment Report for the Remedial Investigation of ...
189. Fish tissue. 47. Total. 378 a Includes SDGs that were assessed and validated for this DQA. DQA = data quality assessment. SDG = sample delivery group .
http://www.washingtonclosure.com/documents/mission_complete/WCH-381%20Rev.%201/WCH-381%20Rev.%201.pdf

From Intuition to Prediction

Data quality assessment - Census - Statistics Canada
Data quality assessment provides an evaluation of the overall quality of census data. . A sample of dwellings for which no census questionnaire was returned is .
http://www12.statcan.gc.ca/census-recensement/2011/ref/overview-apercu/pop8-eng.cfm

Quality Assurance Services
Data Quality Objectives (DQOs) have been widely applied to environmental . Examples of our experience in conducting assessments include emissions .
http://www.rti.org/page.cfm?objectid=752162D7-1C6B-4EC5-A4EBBBFD6A918B3B

Data Quality Assessment of Ungated Flow Cytometry Data in High
data quality control. The aim of data quality assessment is to detect whether any measurements of any samples are substantially different from the others, .
http://biostats.bepress.com/cgi/viewcontent.cgi?article=1013&context=bioconductor

General interest:

A Statistical Approach to Volume Data Quality Assessment
to volume data quality assessment. We consider the scenario where a set of important statistical information is first extracted from the original data. For example .
http://www.cs.mtu.edu/~chaoliw/research/tvcg08-vdqa.pdf

3 Data Quality Assessment
3 Data Quality Assessment . Titrating aliquots of a larger sample, as called for in the Strickland and Parsons method, creates a potential loss of iodine during .
http://www.soest.hawaii.edu/HOT_WOCE/oxyhist/samp3.html

Elementary textbook:

AUTOMATED DATA QUALITY ASSESSMENT IN THE INTELLIGENT ...
requirements of automated data quality assessment. We also . example, the archive could flag suspect data by recognizing departures from past norms. Even .
http://disc.sci.gsfc.nasa.gov/intelligent_archive/presentations/AutoQualityAssessment.pdf

Advanced textbooks:

South African Statistical Quality Assessment ... - Statistics South Africa
stakeholder interest in data quality, in data quality assessment tools, and in its use . example those engaged in research, practitioners of monitoring and .
http://www.statssa.gov.za/inside_statssa/standardisation/SASQAF_OpsGuidelines_Edition_1.pdf

THE QUALITY ASSESSMENT AND SAMPLING MODEL FOR THE ...
The sampling inspection model proposed by this paper is the key for the quality inspection and assessment of geological data, which is based on the present .
http://www.isprs.org/proceedings/XXXVII/congress/2_pdf/7_WG-II-7/08.pdf

Business applications:

Thirteen causes of enterprise data quality problems
The following is an excerpt from Data Quality Assessment, written by Arkady . Half of the sample records I looked at did not match the summary reports printed .
http://searchdatamanagement.techtarget.com/feature/Thirteen-causes-of-enterprise-data-quality-problems

Chapter 3 General Data Quality Assessment of the CLHLS
nonresponse rate, sample attrition, and reliability and validity of major health measures. A data quality assessment for the first wave in 1998 may be found .
http://www.geri.duke.edu/china_study/General%20Data%20Assessment%20of%20CLHLS.pdf

Political science applications:

Implementing Best Practices for Data Quality Assessment of the ...
Data quality assessment provides a method to quantify and express the quality . are not publically available, the samples and description here should provide .
http://www.nrel.gov/docs/fy11osti/50897.pdf

Data Quality Assessment - online training course
The starting point for any such program must be data quality assessment. . Good an easy examples for hard topics, making it easier to understand. Thank you!
http://ecm.elearningcurve.com/product_p/dq-05-a.htm

Applications to law:

Data quality assessment of ungated flow cytometry data in high ...
Especially, data quality control and quality assessment are crucial steps in . representations can reveal substantial nonbiological differences in samples.
http://www.ncbi.nlm.nih.gov/pubmed/17366638

Biology:

Data Quality Assessment; Statistical Methods for ... - EPA Home
Guidance on Choosing a Sampling Design for Environmental Data. Collection. EPA QA/G-9R. Data Quality Assessment: A Reviewer's Guide. This document .
http://www.epa.gov/quality/qs-docs/g9s-final.pdf

Classic books about game theory:

No 10 : Data quality assessment guideline
Feb 1, 2010 . Data quality assessment as follow-up of data management and reporting systems : For example, repeated assessments (e.g. quarterly, .
http://tana-beleswme.org/repsandnews/repsanddocs/wmereports/2010-0131-tana-beles-wme-report-10-dataquality-2010.pdf

Data Quality Assessment Methodology: A Framework
Figure 3 is a sample section from the data quality assessment template. The analysts performing the assessments can enter the information as they find it and .
http://www.amstat.org/sections/srms/proceedings/y2002/files/jsm2002-000347.pdf



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