Privacy-Preserving Statistical Data Analysis on Federated Databases

2014 ◽  
pp. 30-55 ◽  
Author(s):  
Dan Bogdanov ◽  
Liina Kamm ◽  
Sven Laur ◽  
Pille Pruulmann-Vengerfeldt ◽  
Riivo Talviste ◽  
...  
Keyword(s):  
Data Analysis ◽  
Statistical Data ◽  
Privacy Preserving ◽  
Statistical Data Analysis ◽  
Federated Databases

scholarly journals The Fienberg Problem: How to Allow Human Interactive Data Analysis in the Age of Differential Privacy

2018 ◽  
Vol 8 (1) ◽  
Author(s):  
Cynthia Dwork ◽  
Jonathan Ullman
Keyword(s):  
Data Analysis ◽  
Statistical Data ◽  
Differential Privacy ◽  
Privacy Preserving ◽  
Large Datasets ◽  
Simple Problem ◽  
Statistical Data Analysis ◽  
Raw Data ◽  
Interactive Data Analysis ◽  
Interactive Data

Differential Privacy is a popular technology for privacy-preserving analysis of large datasets. DP is powerful, but it requires that the analyst interact with data only through a special interface; in particular, the analyst does not see raw data, an uncomfortable situation for anyone trained in classical statistical data analysis. In this note we discuss the (overly) simple problem of allowing a  trusted analyst to choose an ``"interesting" statistic for popular release (the actual computation of the chosen statistic will be carried out in a differentially private way).

Market of Insurance in Russia: Major Tendencies and Problems of Development

2006 ◽  
pp. 115-127
Author(s):  
T Natkhov
Keyword(s):  
Data Analysis ◽  
Statistical Data ◽  
Statistical Data Analysis ◽  
Medium Term ◽  
Insurance Sector ◽  
Different Types ◽  
Basic Characteristics

The article considers recent tendencies in the development of the market of insurance in Russia. On the basis of statistical data analysis the most urgent problems of the insurance sector are formulated. Basic characteristics of different types of insurance are revealed, and measures on perfection of the insurance institution in the medium term are proposed.

BANK SPÓŁDZIELCZY (COOPERATIVE BANK) AS A GUARANTOR OF THE STABILISATION OF THE LOCAL FINANCIAL SYSTEM1

2019 ◽  
pp. 173-179
Author(s):  
Andrzej Pawlik
Keyword(s):  
Data Analysis ◽  
Banking Sector ◽  
Statistical Data ◽  
Local Development ◽  
Banking System ◽  
Analysis Method ◽  
Statistical Data Analysis ◽  
Data Analysis Method ◽  
Strong Position ◽  
Cooperative Banks

Urgency of the research. One of the most essential sources of supporting regional and local development is the banking system. Target setting. The study presented describes cooperative banking, represented by Bank Polskiej Spółdzielczości S.A. and Bank Spółdzielczy w Kielcach. The use of the statistical data analysis method allowed to demonstrate the strong position of cooperative banking in the market, fostering regional and local development. Actual scientific researches and issues analysis. The foundations for the modern cooperative banking sector were laid by cooperative financial organisations functioning more than 150 years ago [Pawlik, 2017, s. 152]. Its history is connected with difficulties faced in the period of partitions, work at the foundations after the end of World War I and Poland’s regaining its national independence. Uninvestigated parts of general matters defining. At present, cooperative banking functions as a result of the adoption by the Sejm of the Republic of Poland on 7 December 2000 of the act on the functioning of cooperative banks, their associations and associating banks, which ensured new legal conditions for the functioning of the sector2. The research objective. The article formulates the hypothesis that nowadays activities of cooperative banks will contribute to regional and local development. The statement of basic materials. One of the most essential sources of supporting regional and local development is the banking system. This system can guarantee the stabilisation of the local financial system. By supporting the development of regional and local entrepreneurship through loans, investment activities of the banks and financial and investment consulting, it will determine the identity of the region concerned. Conclusions. The use of the statistical data analysis method allowed to demonstrate the strong position of cooperative banking in the market, fostering regional and local development.

Functional Statistical Data Analysis and Modeling

1990 ◽  
Author(s):  
Emanuel Parzen ◽  
Scott D. Grimshaw ◽  
William P. Alexander
Keyword(s):  
Data Analysis ◽  
Statistical Data ◽  
Statistical Data Analysis

scholarly journals Multivariate statistical data analysis of cell‐free protein synthesis toward monitoring and control

AIChE Journal ◽  
2021 ◽  
Author(s):  
Carlos A. Duran‐Villalobos ◽  
Olotu Ogonah ◽  
Beatrice Melinek ◽  
Daniel G. Bracewell ◽  
Trevor Hallam ◽  
...  
Keyword(s):  
Protein Synthesis ◽  
Data Analysis ◽  
Statistical Data ◽  
Monitoring And Control ◽  
Statistical Data Analysis ◽  
Multivariate Statistical ◽  
Free Protein ◽  
And Control ◽  
Cell Free Protein Synthesis

Using partitioned databases for statistical data analysis

1981 ◽  
Author(s):  
Ruven Brooks ◽  
Meera Blattner ◽  
Zdzislaw Pawlak ◽  
Eamon Barrett
Keyword(s):  
Data Analysis ◽  
Statistical Data ◽  
Statistical Data Analysis
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