Search Results - "Data Collection and Data Estimation Methodology; Computer Programs: Other"

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…”
Get full text

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…”
Get full text

The View from Above: Applications of Satellite Data in Economics by 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…”
Get full text

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.•Bibliometric and thematic analysis of research papers in…”
Get full text

Understanding the impact of business analytics on innovation by 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…”
Get full text

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. Most methods assume that we observe all confounders,…”
Get full text

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…”
Get more information

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…”
Get more information

Comparing implementations of global and local indicators of spatial association by 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…”
Get full text

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. In spite of the mounting body of research on big data…”
Get full text

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…”
Get full text

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. Firms are interested in…”
Get full text

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…”
Get full text

Big Data in Public Affairs by 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…”
Get full text

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. The paper…”
Get full text

What is the value of data? A review of empirical methods by 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…”
Get full text

Large data sets and machine learning: Applications to statistical arbitrage by 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…”
Get full text

How Sustainable Is Big Data? by 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,…”
Get full text

HadoopTrajectory: a Hadoop spatiotemporal data processing extension by 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…”
Get full text

How Research in Production and Operations Management May Evolve in the Era of Big Data by 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…”
Get full text