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Impact of Statistics on Data Science
Malik, Dr. Abhimanyu - 2023
In this, we argue that statistics is one of the fields of greatest significance for developing tools and techniques to … statistics affect certain phases such data collection, enrichment, exploration, modelling, validation, and reporting are all …
Persistent link: https://www.econbiz.de/10014359472
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Visualization and Statistical Modeling of Financial Big Data : Log-Linear Modeling With Skew Error
Jimichi, Masayuki - 2018
In this paper, we consider the visualization and statistical modeling of financial data (e.g., sales, assets) for many global firms which are listed and delisted. This study presents an exploratory data analysis carried out in the R programming language. The results show that a log-linear model...
Persistent link: https://www.econbiz.de/10012921034
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Expanding tidy data principles to facilitate missing data exploration, visualization and assessment of imputations
Tierney, Nicholas; Cook, Dianne - 2018
Persistent link: https://www.econbiz.de/10012583509
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Statistical computing in information society
Domański, Czesław; Jędrzejczak, Alina - In: Folia oeconomica Stetinensia : FOS 15 (2015) 2, pp. 144-152
Persistent link: https://www.econbiz.de/10011570138
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The analysis of big data on cites and regions : some computational and statistical challenges
Schintler, Laurie A.; Fischer, Manfred M. - 2018 - Version: 2018-10-28
Persistent link: https://www.econbiz.de/10011926413
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Data Visualization and Statistical Graphics in Big Data Analysis
Cook, Dianne; Lee, Eun-Kyung; Majumder, Mahbubul - 2016
This article discusses the role of data visualization in the process of analyzing big data. We describe the historical origins of statistical graphics, from the birth of exploratory data analysis to the impacts of statistical graphics on practice today. We present examples of contemporary data...
Persistent link: https://www.econbiz.de/10014127052
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Big data and official statistics
Abraham, Katharine G. - In: Review of income and wealth 68 (2022) 4, pp. 835-861
Persistent link: https://www.econbiz.de/10013479734
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Causality in statistics and data science education
Cummiskey, Kevin; Lübke, Karsten - In: Wirtschafts- und sozialstatistisches Archiv : eine … 16 (2022) 3/4, pp. 277-286
Persistent link: https://www.econbiz.de/10013489724
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Statistical modeling and inference in the era of Data Science and Graphical Causal modeling
Spanos, Aris - In: Journal of economic surveys 36 (2022) 5, pp. 1251-1287
Persistent link: https://www.econbiz.de/10013464568
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Using Big Data by Ukrainian official statistics when martial law applies: problems and solutions
Osaulenko, Oleksandr; Horobets, Olena - In: Statistics in transition : an international journal of … 24 (2023) 1, pp. 29-43
The article is focused on issues of the secure operation of official statistics in Ukraine during the application of …
Persistent link: https://www.econbiz.de/10015051662