Výsledky vyhledávání - "Data Collection and Data Estimation Methodology; Computer Programs"

Balancing data privacy and usability in the federal statistical system Autor Hotz, V Joseph, Bollinger, Christopher R, Komarova, Tatiana, Manski, Charles F, Moffitt, Robert A, Nekipelov, Denis, Sojourner, Aaron, Spencer, Bruce D

“… On the other hand, agencies which release public databases face new challenges in protecting the privacy of the subjects in those databases, which leads them to consider releasing fewer data…”
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Statistically Valid Inferences from Privacy-Protected Data Autor EVANS, GEORGINA, KING, GARY, SCHWENZFEIER, MARGARET, THAKURTA, ABHRADEEP

“…, and other organizations, in part because of privacy concerns. We address this problem with a general-purpose data access and analysis system with mathematical guarantees of privacy for research subjects, and statistical validity guarantees for researchers…”
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Optimal Sparse Linear Prediction for Block-missing Multi-modality Data Without Imputation Autor Yu, Guan, Li, Quefeng, Shen, Dinggang, Liu, Yufeng

“… In practice, due to dropouts or the high cost of measures, the observations of a certain modality can be missing completely for some subjects…”
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Data depth for mixed-type data through MDS. An application to biological age imputation Autor Cascos, Ignacio, Grané, Aurea, Qian, Jingye

“…For a mixed-type dataset, we propose a new procedure to assess the quality of an observation as a central tendency. Next, we apply this technique to valuate…”
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Efficient Semiparametric Inference Under Two-Phase Sampling, With Applications to Genetic Association Studies Autor Tao, Ran, Zeng, Donglin, Lin, Dan-Yu

“…In modern epidemiological and clinical studies, the covariates of interest may involve genome sequencing, biomarker assay, or medical imaging and thus are prohibitively expensive to measure on a large number of subjects…”
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Identifying emerging trends and hot topics through intelligent data mining: the case of clinical psychology and psychotherapy Autor Sokolova, Anna, Lobanova, Polina, Kuzminov, Ilya

“…Purpose The purpose of the paper is to present an integrated methodology for identifying trends in a particular subject area based on a combination of advanced text mining and expert methods…”
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Adaptive Experimental Design Using the Propensity Score Autor Hahn, Jinyong, Hirano, Keisuke, Karlan, Dean

“… We consider the design of a two-stage experiment for estimating an average treatment effect when covariate information is available for experimental subjects…”
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A Review of the Challenges of Using Biomedical Big Data for Economic Evaluations of Precision Medicine Autor Fahr, Patrick, Buchanan, James, Wordsworth, Sarah

“…There is potential value in incorporating biomedical big data (BBD)—observational real-world patient-level genomic and clinical data in multiple…”
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Privacy Protective Research: Facilitating Ethically Responsible Access to Administrative Data Autor GOROFF, DANIEL, POLONETSKY, JULES, TENE, OMER

“…Companies and government entities collect substantial amounts of administrative data through the Internet; mobile communications; and a vast infrastructure of…”
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Bootstrap confidence intervals for correlation between continuous repeated measures Autor Shan, Guogen, Zhang, Hua, Barbour, Jim

“…Repeated measures designs are widely used in practice to increase power, reduce sample size, and increase efficiency in data collection. Correlation between…”
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Modeling random and non-random decision uncertainty in ratings data: a fuzzy beta model Autor Calcagnì, Antonio, Lombardi, Luigi

“…Modeling human ratings data subject to raters’ decision uncertainty is an attractive problem in applied statistics…”
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Metaheuristics for data mining: Survey and opportunities for big data Autor Dhaenens, Clarisse, Jourdan, Laetitia

“… This article follows the publication of a book in 2016 concerning this subject (Dhaenens and Jourdan, Metaheuristics for big data, Wiley, New York, 2016…”
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Mirror data asymmetry in international trade by commodity group: the case of intra-Community trade Autor Markowicz, Iwona, Baran, Paweł

“…Research background: Transactions in international trade of goods are recorded in two sources, on the side of the seller's country and on the side of the…”
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Estimating Identification Disclosure Risk Using Mixed Membership Models Autor Manrique-Vallier, Daniel, Reiter, Jerome P

“…Statistical agencies and other organizations that disseminate data are obligated to protect data subjects’ confidentiality…”
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A generalized framework for modelling ordinal data Autor Iannario, Maria, Piccolo, Domenico

“… The structure of these models allows the interpretation of the final response as related to feeling, uncertainty and a possible shelter option and the expression of the relationship among these components and subjects’ covariates…”
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Explaining sectoral discrepancies between national and provincial statistics in China Autor Ma, Ben, Song, Guojun, Zhang, Lei, Sonnenfeld, David A.

“…This paper examines sectoral contributions to discrepancies between China's national aggregate statistical values and the sum of provincial figures. In…”
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Penalized spline estimation in varying coefficient models with censored data Autor Hendrickx, K., Janssen, P., Verhasselt, A.

“…We consider P-spline smoothing in a varying coefficient regression model when the response is subject to random right censoring…”
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Dealing with Imprecision in Performance Evaluation Processes Using Indicators: A Fuzzy Distance-Based Approach Autor Ruiz, David Gálvez, Mejías, José Luis Pino

“… of crisp indicators which are subject to imprecision, vagueness or an incomplete perception of reality…”
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Generalized trust, need for cognitive closure, and the perceived acceptability of personal data collection Autor Chavanne, David

“… Subjects are exposed to four scenarios that describe a method of personal data collection, involving either brand-name companies or generic descriptors of companies…”
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A Centenary of the State Statistical Office Autor Prokop Závodský, Ondřej Šimpach

“… (Bohemia, Moravia, Silesia and others), whose competences were very limited. Insufficient cooperation and coordination of activities of these statistical offices had been subject to criticism as well as the lack of general reporting obligations…”
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