Search Results - Data Collection and Data Estimation Methodology; Computer Programs

HadoopTrajectory: a Hadoop spatiotemporal data processing extension by Bakli, Mohamed, Sakr, Mahmoud, Soliman, Taysir Hassan A.

“… The extension adds spatiotemporal types and operators to the Hadoop core. These types and operators can be directly used in MapReduce programs, which gives the Hadoop user the possibility to write spatiotemporal data analytics programs…”
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Privacy and personal data collection with information externalities by 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 consent…”
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The View from Above: Applications of Satellite Data in Economics by Donaldson, Dave, Storeygard, Adam

“… A revolution has taken place in remote sensing and allied fields such as computer science, engineering, and geography…”
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Understanding big data analytics capabilities in supply chain management: Unravelling the issues, challenges and implications for practice by Arunachalam, Deepak, Kumar, Niraj, Kawalek, John Paul

“…•A systematic literature review of Big Data Analytics (BDA) capabilities in supply chain is discussed…”
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Visualization in Bayesian workflow by 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 Blessings of Multiple Causes by Wang, Yixin, Blei, David M.

“…Causal inference from observational data is a vital problem, but it comes with strong assumptions…”
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Understanding the impact of business analytics on innovation by Duan, Yanqing, Cao, Guangming, Edwards, John S.

“…•Business Analytics improves environmental scanning that in turn enhances innovation.•Business Analytics enhances data-driven culture and hence environmental scanning…”
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Balancing data privacy and usability in the federal statistical system by 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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A data-driven newsvendor problem: From data to decision by 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 problem…”
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Big Data for Public Health Policy-Making: Policy Empowerment by Mählmann, Laura, Reumann, Matthias, Evangelatos, Nikolaos, Brand, Angela

“…Digitization is considered to radically transform healthcare. As such, with seemingly unlimited opportunities to collect data, it will play an important role in the public health policy-making process…”
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Big Data in Public Affairs by Mergel, Ines, Rethemeyer, R. Karl, Isett, Kimberley

“… with the big data revolution. Big data in public affairs refers to a combination of administrative data collected through traditional means and large-scale data sets created by sensors, computer networks, or individuals as they use the Internet…”
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A multidisciplinary perspective of big data in management research by Sheng, Jie, Amankwah-Amoah, Joseph, Wang, Xiaojun

“…In recent years, big data has emerged as one of the prominent buzzwords in business and management…”
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General and specific utility measures for synthetic data by 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…”
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Crowd-sourced Text Analysis: Reproducible and Agile Production of Political Data by 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 analyze and interpret qualitative raw sources…”
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Sources of method bias in social science research and recommendations on how to control it by 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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Emergence of Big Data Research in Operations Management, Information Systems, and Healthcare: Past Contributions and Future Roadmap by 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…”
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What is the value of data? A review of empirical methods by Coyle, Diane, Manley, Annabel

“… This paper examines a range of data valuation methodologies proposed in the existing literature…”
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Potentials and Challenges of the Health Data Cooperative Model by van Roessel, Ilse, Reumann, Matthias, Brand, Angela

“…Introduction: Currently, abundances of highly relevant health data are locked up in data silos due to decentralized storage and data protection laws…”
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Comparing implementations of global and local indicators of spatial association by Bivand, Roger S., Wong, David W. S.

“… Measures may be global, applying to the whole data set under consideration, or local, applying to each observation in the data set…”
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How Sustainable Is Big Data? by Corbett, Charles J.

“…The rapid growth of “big data” provides tremendous opportunities for making better decisions, where “better…”
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