• Patients and methods: Data from 2006 to 2018 were retrospectively acquired. (mdpi.com)
  • Moreover, a new ECB Regulation on statistical reporting requirements for pension funds (PFs) (Regulation ECB/2018/2) was introduced, with the aim of increasing transparency and improving data comparability in this fast-growing sector of the financial industry. (europa.eu)
  • According to the data of BP world energy statistics yearbook 2018, China accounted for 23.2% of global energy consumption and 33.6% of global energy consumption growth in 2017. (scirp.org)
  • Second, although some older retrospective, case-control, and prospective longitudinal studies suggest that statins and LDL-C lowering are associated with cognitive impairment or dementia, the "preponderance" of observational studies and data from randomized trials do not support this conclusion, at least among trials with median follow-up of up to 6 years. (medscape.com)
  • Conclusions: Nationwide observational data suggest that early discharge of low-risk patients with STEMI treated with PCI is not associated with an increase in one-year MACE. (lu.se)
  • 21°59′01.1″E) and the results were combined with historical and climate data to better understand the mechanism behind plant cover transformations. (springer.com)
  • The results showed that missing mechanisms, value distributions and the correlation between variables were the main factors affecting the performance of imputation methods. (nature.com)
  • The results showed a significant divergence from the experimental data. (springer.com)
  • and Section 3, High output quality, sets out the quantitative results of the data quality analysis. (europa.eu)
  • During the 1950s, data management became a problem for companies as computers were not quick with computations and needed a great amount of labor to deliver results. (wikipedia.org)
  • Although such precision is expected given the accuracy of the data, one may wonder whether these results are not dominated by systematic uncertainties from the input ingredients and assumptions made to do the calculation. (aanda.org)
  • The results of these analyses and the conclusions drawn from them are presented in the draft exposure investigation report. (cdc.gov)
  • Both discrete data and continuous data forms are crucial for statistical analysis plan . (questionpro.com)
  • All material presented in this brief data analysis report, unless specifically indicated otherwise, is under current development by a group of external independent researchers. (cognifit.com)
  • A traditional warehouse approach using a best-of-breed data warehouse appliance (Oracle Exadata) for the data warehouse and data analytics (this composite analysis was done after the project was completed). (wikibon.org)
  • It was not possible to centralize the data before analysis except by taking a very restricted sampling approach, unsuitable for this particular project. (wikibon.org)
  • The richness of the data that can be collected allows for analysis and sheds light on the causes of congestion in Dhaka, potentially could spearhead an open evidence-based discussion on the potential solutions. (theigc.org)
  • Hourly traffic volume data in Figure 3 (below) provides a more granular analysis of traffic flows on the same day. (theigc.org)
  • Understand the size of the opportunity and where your product fits using our unrivalled knowledge and world class data analysis techniques. (strategyanalytics.com)
  • Ma, C. (2020) Analysis of the Mechanism of Foreign Trade Affecting Energy Consumption: Based on Chinese City Data. (scirp.org)
  • Considering that the prefecture-level city data as a basic analysis unit can better reflect the heterogeneity of various regions in terms of energy consumption and foreign trade openness, and can also avoid the smaller impact of the provincial panel data sample, this paper selects 285 cities at prefecture level and above in China during the years 2004-2013. (scirp.org)
  • The literature provides data analysis and shows that reduction is currently submitted to an articulated discussion that involves worker's health, gender, employment, urban mobility and advertising policies. (scielo.br)
  • The present study is a systematic review and a meta-analysis which is carried out to gather data,to search Science Direct, PubMed, Scopus, PROQUEST, web of knowledge databases, Google scholar searchengine and also to search manually from January 2000 to September 2021 with using related keywords. (magiran.com)
  • Also, in the data meta-synthesis, 28 definitions of HPand 6 main components are identified to evaluate HP using thematic content analysis. (magiran.com)
  • Furthermore, the data analysis was performed through descriptive and analytical statistics usingSPSS software. (magiran.com)
  • Descriptive phenomenological qualitative study with semi-structured interviews and data analysis through coding, categorization and saturation data using the Atlas-ti 7.0 software. (isciii.es)
  • However, despite being an appropriate format for storing and sharing contracting data, JSON is not a format that is commonly supported by data analysis tools. (open-contracting.org)
  • Many popular tools, including the vast number of SQL-based tools, expect tabular data in order to perform data analysis. (open-contracting.org)
  • During data analysis, descriptive characteristics and correlations were computed. (bvsalud.org)
  • The bibliometric analysis (to explore the profiles of articles) is used in the biomedical field aiming to collect data to development of policies (scientific and technologic) focused on the needs of investigators, health care administrators and institutions. (bvsalud.org)
  • Systematic Reviews must not include unpublished material (unpublished/original data, submitted manuscripts, or personal communications) and may be rejected in review or reclassified, at a significant delay, if found to include such content. (frontiersin.org)
  • The JSON files were then loaded into Google BigQuery , which is a cloud-based data warehouse used for data analytics. (open-contracting.org)
  • Using data on individual workers from January to December 2017, this report estimates the wage differential between the government and private sectors in Alberta. (fraserinstitute.org)
  • Notably, the report doesn't just encapsulate historical data from 2017 to 2020 but also projects trends up to 2030. (taiwannews.com.tw)
  • Methods: Using nationwide data from the SWEDEHEART registry, we identified patients with STEMI treated with primary PCI during the period 2009-2017, of whom 8,092 (26.4%) were identified as low risk with the PAMI-II score. (lu.se)
  • Single imputation, e.g., mean imputation, k -nearest neighbor imputation, regression imputation, and expectation maximization imputation, replace the missing value with a single estimated value and cannot reflect the uncertainty caused by missing data. (nature.com)
  • How to use big data technology and methods to manage and innovate higher education, change the traditional educational disadvantages, and guide the quality and level of education to further improve is studied in [ 12 , 13 ]. (hindawi.com)
  • However, few studies have focused on the imputation methods of dichotomous data and their performance, as well as the applicability of these imputation methods and the factors that may affect their performance. (nature.com)
  • Researchers should explore the correlation between variables and their distribution pattern in advance and prioritize machine learning-based methods for practical applications when encountering dichotomous missing data. (nature.com)
  • In addition to traditional statistical imputation methods, several machine learning techniques have also been applied to imputing missing data. (nature.com)
  • Many researchers have successively used different datasets to compare the performance of traditional statistical and machine learning imputation methods, but the conclusions were different. (nature.com)
  • METHODS: We analyzed exposure and genotype data from the BEACON Consortium discovery phase GWAS, which included 1,516 esophageal adenocarcinoma case patients, 2,416 Barrett's esophagus case patients, and 2,187 control participants. (who.int)
  • In a review of over 500 facilities in 32 developing countries, Methods a report from the Global Fund found that `antenatal first care visits The DHIS is the repository of routine data from the public sector, fell by 66% in facilities surveyed in seven countries across Asia, while which caters for ~85% of the total population. (who.int)
  • Methods: Data from 123 third-year and 139 fifth-year medical students in the Graduate Entry Medical Programme (GEMP) at the Faculty of Health Sciences, University of the Witwatersrand, were collected. (bvsalud.org)
  • In unsupervised methods, providing explanatory insights into addition, we predict the response of the system when varying the data and related biological interpretations. (lu.se)
  • Quantitative data, or data that can be measured, is information that many businesses look at to judge how well their products or departments are doing. (questionpro.com)
  • Companies can measure discrete and continuous data, both types of quantitative data. (questionpro.com)
  • We pooled data from three French and Swiss prospective population-based cohorts (OFELY, QUALYOR, GERICO) that collected clinical risk factors for fracture, areal BMD and distal radius measurements with high resolution peripheral quantitative tomography (HRpQCT). (elifesciences.org)
  • Descriptive and quantitative data were collected. (bvsalud.org)
  • and Doris Lotz, M.D., M.P.H.. All conclusions and interpretations, however, are those of the Health Research Group. (citizen.org)
  • Data routinely collected via the DHIS in 2019, 2020 and 2021 were analysed to assess the impact of the COVID-19 pandemic and extent of recovery. (who.int)
  • Descriptive statistics were presented as mean ± standard deviation or median [interquartile range] depending whether the data were normally distributed or not. (bvsalud.org)
  • This concludes the health consultation process for this site, unless additional information is obtained by ATSDR or ATSDR's Cooperative Agreement Partner which, in the Agency's opinion, indicates a need to revise or append the conclusions previously issued. (cdc.gov)
  • ATSDR conducted a site visit in physical hazards or evidence of September 2009, reviewed site-specific literature, previous sampling site-related exposure to hazardous substances that could data, and evaluated exposures based on available data. (cdc.gov)
  • This determination represents a against the appropriate comparison values, ATSDR concludes that the professional judgment based on conditions at PPI do not represent a public health hazard that requires critical data which ATSDR has immediate action. (cdc.gov)
  • In the future, ATSDR will provide an evaluation of exposure pathways as EPA's data becomes available. (cdc.gov)
  • The Malmö Diet and Cancer Study is a Swedish prospective population-based cohort study with baseline data collection performed between year 1991-1996. (lu.se)
  • This makes it quite a bit harder if not impossible to draw generalizable conclusions about the effectiveness of the training studied. (cdc.gov)
  • This composite case study compares different analytical solutions to a big data problem. (wikibon.org)
  • In this paper, we study the impact of copying data in GPU computing. (scirp.org)
  • At present, most researchers use the national-level time series data or inter-provincial panel data to study the relationship between foreign trade and energy consumption. (scirp.org)
  • Database management, structured programming, and Linux OS are main areas of study. (reseaucampus.com)
  • The main objective of the GRACE project (InteGration of pRocess and quAlity Control using multi-agEnt technology) is to conceive, study, develop, implement and validate a collaborative multi-agent system (MAS) which operates at all stages of a production line, integrating process control with quality control at local and global level. (europa.eu)
  • The aim of this study was consequently to investigate the association between dietary fiber intake as well as the main food sources of fiber, i.e. fruit and vegetables and whole grains, and risk of incident aortic stenosis. (lu.se)
  • Main Outcome Measures. (cdc.gov)
  • The main outcome measure to be determined was the strength of the current body of evidence in published literature of a correlation between cycling-related pelvic floor injuries and FSD. (cdc.gov)
  • adjusted HR 1.31, 95% confidence interval [CI]: 0.92-1.87, p=0.14), and no difference was observed regarding any of the individual components of the main outcome. (lu.se)
  • In order to evaluate the impact of big data on higher education management, this paper introduced a time-varying lens algorithm (TLA) to analyze the business needs of teachers and education management by sorting out the business processes of education management, education thinking, and education practice. (hindawi.com)
  • Their objective was to evaluate contemporary evidence that either supports or refutes the conclusion that aggressive LDL-C lowering or lipid lowering exerts toxic effects on the brain, leading to cognitive impairment or dementia or hemorrhagic stroke. (medscape.com)
  • Graph generated 31 August 2019 using data from PubMed using criteria . (cancerindex.org)
  • The authors show a realistic growth of the thermal boundary layer, but did not manage to match the experimental data. (springer.com)
  • The model successfully describes the kinetics of experimental data and also correctly predicts the behavior in experiments where the system is perturbed. (lu.se)
  • The data was distributed through many systems both inside and outside the organization. (wikibon.org)
  • Some advantages of using DMPs include data organization, increased insight on audiences and markets, and effective advertisement budgeting. (wikipedia.org)
  • A DMP is any kind of software that manages the gathering, storage, and organization of data so that useful information can be leveraged from it by marketers, publishers, and other businesses. (wikipedia.org)
  • Wikibon talked to a number of Wikibon members who had traditional data warehouses and some that had initiated big data solutions using MPP architectures. (wikibon.org)
  • Companies started by storing their data in warehouses. (wikipedia.org)
  • This sound statistical technique applied to current B/C data allowed us to estimate the statistical uncertainties on various parameters. (aanda.org)
  • But for algorithms requiring doing a part of the calculations on GPU and another part on CPU, alternately, latency due to the copy of the data is a performance degradation factor. (scirp.org)
  • Chaibou, A. and Sie, O. (2015) Improving Global Performance on GPU for Algorithms with Main Loop Containing a Reduction Operation: Case of Dijkstra's Algorithm. (scirp.org)
  • DMPs may use big data and artificial intelligence algorithms to process and analyze large data sets about users from various sources. (wikipedia.org)
  • Fourth, the group notes that data reflecting the risk of hemorrhagic stroke with statin therapy among patients with a history of hemorrhagic stroke are not robust. (medscape.com)
  • Missing data is a common issue in medical research, and is often caused by human factors during data collection in epidemiology and clinical studies, which mainly involve individuals as subjects. (nature.com)
  • The evidence supporting the conclusion that the model-predicted fracture prediction score can be used clinically to identify women at risk of fracture more effectively than with the current standard clinical approach is convincing . (elifesciences.org)
  • Discrete data is information that has noticeable gaps between values. (questionpro.com)
  • A specific number of isolated values are anticipated in discrete data, unlike continuous data, which is tied to physical measurement and expects any value from a particular range (without gaps). (questionpro.com)
  • The following tables and graphs, created for a collaborative project between the IGC and BRTA and serve as an example of the kinds of congestion data that can be collected and analysed as evidence of the gaps within existing transport infrastructure. (theigc.org)
  • The more data you collect over time, the more conclusions you can draw. (questionpro.com)
  • We draw three main conclusions. (nber.org)
  • In many cases, it was difficult or impossible to draw firm conclusions about the areas we examined due to the lack of quality research. (cdc.gov)
  • Step 2 often presents the main limitation for a pathway or a simple ON/OFF language as means to draw conclusions modeling approach. (lu.se)
  • The comparison of our data with other pollen datasets from the region confirms significant spatio-temporal differences in the initiation of large-scale woodland clearings in the Great Masurian Lake District. (springer.com)
  • We used data simulation techniques to establish a variety of different compound scenarios for missing dichotomous variables and conducted real-data validation on two real-world medical datasets. (nature.com)
  • Very, very large amounts of data needed to be extracted. (wikibon.org)
  • This relational model allowed large amounts of data to be processed quickly and improved parallel processing, client-server computing, and graphical user interfaces and it made multiple users to interact simultaneously. (wikipedia.org)
  • However, from the same set of data, the various published values show a puzzling large scatter of these parameters. (aanda.org)
  • It provides secure data storage as well as cost-efficient access to vast amounts of information. (unixmen.com)
  • NoSQL's greatest power is its ability to store vast amounts of data. (wikipedia.org)
  • Even though it's easy to look at definitions and simple examples, data is often a mix of different types. (questionpro.com)
  • and exposure-dose reconstruction (using environmental sampling data and computer models to estimate past exposures). (cdc.gov)
  • Abstract This paper aims to analyze the main characteristics of Road Traffic Accidents (RTA) mortality in Brazil for the period 1996-2015, focusing on the 10-29 years' age group. (scielo.br)
  • With the advent of the data era, the means and ways to obtain data are increasingly enriched, and all industries are affected by information technology. (hindawi.com)
  • As consumer and medical industries merge to provide a wealth of health data, challenges emerge. (strategyanalytics.com)
  • The use of rates in injury surveillance will make the ATR data useful for industries to prioritize areas for injury prevention. (cdc.gov)
  • 0 consequent high prevalence of presymptomatic trans- symptom onset data for COVID-19 cases in Singapore. (cdc.gov)
  • There are conflicting data regarding the increased prevalence of lobular capillary hemangiomas in female versus male subjects. (medscape.com)
  • With the rising prevalence of artificial intelligence (AI), it is now easier than ever to store and sort through immense sets of data. (wikipedia.org)
  • Knowing the differences between these data types and how they are used, you can collect and analyze information more accurately to help businesses make decisions. (questionpro.com)
  • The data stored may include customer information, demographics, and mobile identifiers or cookie IDs, which the DMP will analyze to allow businesses to create targeting segments for advertisements. (wikipedia.org)
  • These data show that di-GA exhibits three distinct anticancer activities: induction of apoptosis, cell-cycle arrest and disruption of cancer cell-induced lymphendothelial disintegration. (nature.com)
  • A novel method in this context, simulated tempering, is used to fit the model parameters to the data. (lu.se)
  • 2. Find values for the kinetic parameters from experimental b pathway have been detected in several human diseases, estimates or by fitting the model to experimental kinetic most notably in many forms of cancer, and in fibrotic diseases data. (lu.se)
  • Better data would equip planners to understand the composition of traffic flows, seasonal and other drivers of congestion, all of which should shape policy priorities for road investment and expenditures. (theigc.org)
  • The conclusions are based solely on the biological and environmental samples of the participants. (cdc.gov)
  • This requires data collection from various sources such as webpage visits and registration forms found online. (wikipedia.org)
  • In this paper Wikibon looks at the business case for big data projects and compares them with traditional data warehouse approaches. (wikibon.org)
  • In this paper, we examine the impact of copying data on the global acceleration of an algorithm in which tasks are shared between CPU and GPU. (scirp.org)
  • This biennial data quality report is a contribution to the European Central Bank (ECB) Statistics Quality Framework (SQF). (europa.eu)
  • The data on which this report is based comes primarily from the Kaiser Family Foundation online database, which is maintained and updated as part of the Foundation's Commission on Medicaid and the Uninsured. (citizen.org)
  • 2015 ). This sediment type allows the establishment of an absolute high-resolution chronology, which is essential for reliable correlation of palaeoecological records with historical data. (springer.com)
  • Categorical data, particularly dichotomous variables, are commonly used in medical research. (nature.com)
  • The purpose of this meeting is to provide guidance and cross-learning through guided discussions and data sharing, to accelerate the implementation progress of the WHO NTD Roadmap 2021-2030 in the WHO African Region. (who.int)
  • A big data approach that used CR-X to define the model and data requirements iteratively, an MPP database (Greenplum) to load the data quickly after each iteration, and big data analytic tools (ClickFox and Merced). (wikibon.org)
  • this was done in the Whirlpool factory in Naples, where about 1500 agents were set into operation in the real production line, interfaced to all the prototypes of self-adaptive process and quality controls that were developed throughout the project, and interfaced to a specific factory data base developed for the purpose and to the MPFQ model. (europa.eu)
  • Thus, we develop a predictive model that is tested against existing data. (lu.se)
  • 95% CI: 0.79-1.26) in the main model. (lu.se)
  • The most trafficked areas are New Airport Road, Mohakhali, Farmgate, the main arteries of the city. (theigc.org)
  • Dietary habits were recorded through seven-day food diaries, 168-item diet questionnaires, and interviews, and data on incident aortic stenosis was collected through national registers. (lu.se)
  • Wikibon has completed significant research in this area to define big data, to differentiate big data projects from traditional data warehousing projects and to look at the technical requirements. (wikibon.org)
  • The problem of missing data, particularly for dichotomous variables, is a common issue in medical research. (nature.com)
  • To deal with the processing and research of Big Data, NoSQL came into existence. (wikipedia.org)
  • Data fields related to occupational injury surveillance go through additional cleaning and coding by personnel at the National Institute for Occupational Safety and Health, Division of Safety Research, Alaska Field Station. (cdc.gov)
  • 0000-0003-3531-4694 will extract the data that answer the research question. (bvsalud.org)
  • FlyBack is a similar app to Apple's Time Machine, it lets you create incremental backups of your data, you can restore those backups using an easy to use graphical interface. (unixmen.com)
  • It is an integrated solution which as of the 2010s can combine functionalities of for example a data lake, data warehouse or data hub for business intelligence purposes. (wikipedia.org)
  • For all online submissions, please provide soft copies of all the materials (main text in MS Word or Tex/LaTeX), figures/illustrations in TIFF, PDF or JPEG, and chemical structures drawn in ChemDraw (CDX) / ISISDraw (TGF) as separate files, while a PDF version of the entire manuscript must also be included, embedded with all the figures/illustrations/tables/chemical structures etc. (benthamscience.com)
  • Data table showing topics related to specific cancers and associated disorders. (cancerindex.org)
  • Individual, group/collective, patient/client: 25 codes and 6 categories grouped into 3 main topics were obtained. (isciii.es)