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

Privacy and personal data collection with information externalities Autor Choi, Jay Pil, Jeon, Doh-Shin, Kim, Byung-Cheol

“…We provide a theoretical model of privacy in which data collection requires consumers' consent and consumers are fully aware of the consequences of such…”
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Visualization in Bayesian workflow Autor Gabry, Jonah, Simpson, Daniel, Vehtari, Aki, Betancourt, Michael, Gelman, Andrew

“…Bayesian data analysis is about more than just computing a posterior distribution, and Bayesian visualization is about more than trace plots of Markov chains…”
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The View from Above: Applications of Satellite Data in Economics Autor Donaldson, Dave, Storeygard, Adam

“…The past decade or so has seen a dramatic change in the way that economists can learn by watching our planet from above. A revolution has taken place in remote…”
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Understanding big data analytics capabilities in supply chain management: Unravelling the issues, challenges and implications for practice Autor Arunachalam, Deepak, Kumar, Niraj, Kawalek, John Paul

“…•A systematic literature review of Big Data Analytics (BDA) capabilities in supply chain is discussed.•Bibliometric and thematic analysis of research papers in…”
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Understanding the impact of business analytics on innovation Autor Duan, Yanqing, Cao, Guangming, Edwards, John S.

“…•An information processing and use perspective on the impact of Business Analytics.•Business Analytics improves environmental scanning that in turn enhances…”
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The Blessings of Multiple Causes Autor Wang, Yixin, Blei, David M.

“…Causal inference from observational data is a vital problem, but it comes with strong assumptions. Most methods assume that we observe all confounders,…”
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Sources of method bias in social science research and recommendations on how to control it Autor Podsakoff, Philip M, MacKenzie, Scott B, Podsakoff, Nathan P

“…Despite the concern that has been expressed about potential method biases, and the pervasiveness of research settings with the potential to produce them, there…”
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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

“…The federal statistical system is experiencing competing pressures for change. On the one hand, for confidentiality reasons, much socially valuable data…”
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Comparing implementations of global and local indicators of spatial association Autor Bivand, Roger S., Wong, David W. S.

“…Functions to calculate measures of spatial association, especially measures of spatial autocorrelation, have been made available in many software applications…”
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A multidisciplinary perspective of big data in management research Autor Sheng, Jie, Amankwah-Amoah, Joseph, Wang, Xiaojun

“…In recent years, big data has emerged as one of the prominent buzzwords in business and management. In spite of the mounting body of research on big data…”
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A data-driven newsvendor problem: From data to decision Autor Huber, Jakob, Müller, Sebastian, Fleischmann, Moritz, Stuckenschmidt, Heiner

“…•We identify and conceptualize three levels of data-driven inventory management.•We investigate the impact of the levels on the performance in a newsvendor…”
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Emergence of Big Data Research in Operations Management, Information Systems, and Healthcare: Past Contributions and Future Roadmap Autor Guha, Samayita, Kumar, Subodha

“…In this day, in the age of big data, consumers leave an easily traceable digital footprint whenever they visit a website online. Firms are interested in…”
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Crowd-sourced Text Analysis: Reproducible and Agile Production of Political Data Autor BENOIT, KENNETH, CONWAY, DREW, LAUDERDALE, BENJAMIN E., LAVER, MICHAEL, MIKHAYLOV, SLAVA

“…Empirical social science often relies on data that are not observed in the field, but are transformed into quantitative variables by expert researchers who…”
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Big Data in Public Affairs Autor Mergel, Ines, Rethemeyer, R. Karl, Isett, Kimberley

“…This article offers an overview of the conceptual, substantive, and practical issues surrounding "big data" to provide one perspective on how the field of…”
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General and specific utility measures for synthetic data Autor Snoke, Joshua, Raab, Gillian M., Nowok, Beata, Dibben, Chris, Slavkovic, Aleksandra

“…Data holders can produce synthetic versions of data sets when concerns about potential disclosure restrict the availability of the original records. The paper…”
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What is the value of data? A review of empirical methods Autor Coyle, Diane, Manley, Annabel

“…With the growing use of digital technologies, data have become core to many organizations’ decisions, with its value widely acknowledged across public and…”
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Large data sets and machine learning: Applications to statistical arbitrage Autor Huck, Nicolas

“…•A trading system based on machine learning and on hundreds of stocks and predictors is proposed.•The returns of long-short portfolios decline over…”
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How Sustainable Is Big Data? Autor Corbett, Charles J.

“…The rapid growth of “big data” provides tremendous opportunities for making better decisions, where “better” can be defined using any combination of economic,…”
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HadoopTrajectory: a Hadoop spatiotemporal data processing extension Autor Bakli, Mohamed, Sakr, Mahmoud, Soliman, Taysir Hassan A.

“…The recent advances in location tracking technologies and the widespread use of location-aware applications have resulted in big datasets of moving object…”
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How Research in Production and Operations Management May Evolve in the Era of Big Data Autor Feng, Qi, Shanthikumar, J. George

“…We are living in an era in which data is generated in huge volume with high velocity and variety. Big Data and technology are reshaping our life and business…”
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