Identification of Statistical Distribution Type by Sample Data

  • Ventsislav Georgiev Nikolov Technical University of Varna
  • Aleksandar Krastev Tеchnical University of Varna, Varna , Bulgaria
  • Snezhina Yanakieva Tеchnical University of Varna, Varna , Bulgaria
Keywords: statistical distribution, software library, histogram, simulation

Abstract

The present paper provides a full description of a software implementation of a system for statistical distributions. Such a system is almost indispensable in many simulation applications where the factors incorporated adhere to a specific non-normal distribution. The realization is developed as a software library that can be integrated in different other applications. There is also the possibility for additional theoretical distribution types to be added.

References

Balakrishnan, N., & Nevzorov, V. B. (2003). A primer on statistical distributions. Hoboken, New Jersey: A John Wiley & Sons.
Crossref
 
Bury, K. (1999) Statistical Distributions in engineering. Cambridge University Press.
Crossref
 
Cameron, A. C., & Trivedi, P. K. (2013). Regression analysis of count data (Vol. 53). Cambridge university press.
Crossref
 
Draper, N. R., & Smith, H. (1998). Applied regression analysis (Vol. 326). John Wiley & Sons.
Crossref
 
Josuttis, N. M. (2007). SOA in practice: the art of distributed system design. " O'Reilly Media, Inc.".
Google Scholar
 
Krishnamoorthy, K. (2006) Handbook of statistical distributions with applications. Chapman & Hall.
Crossref
 
Mun, J. (2006). Modeling risk: applying Monte Carlo simulation, real options analysis, forecasting, and optimization techniques (Vol. 347). John Wiley & Sons.
Google Scholar
 
Ricci, V. (2005). Fitting distributions with R. Contributed Documentation available on CRAN, 96.
Google Scholar
 
Robert, C., G. Casella (1999) Monte Carlo statistical methods. Springer-Verlag.
Crossref
 
Sedgewick, R. (1998) Algorithms in C++, Parts 1-4: Fundamentals, Data Structure, Sorting, Searching, (3rd Ed.), Addison-Wesley.
Google Scholar
 
Vallentin, M. (2011) Probability and Statistics Cookbook. Matthias Vallentin.
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Published
2021-06-09
How to Cite
Nikolov, V., Krastev, A., & Yanakieva, S. (2021, June 9). Identification of Statistical Distribution Type by Sample Data. ANNUAL JOURNAL OF TECHNICAL UNIVERSITY OF VARNA, BULGARIA, 5(1), 19-24. https://doi.org/10.29114/ajtuv.vol5.iss1.226
Section
INFORMATION TECHNOLOGIES, COMMUNICATION AND COMPUTER EQUIPMENT
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