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The smoothed bootstrap fine-tuning

Treść / Zawartość
Identyfikatory
Warianty tytułu
Konferencja
7th International Conference System Safety: Human - Technical Facility - Environment, CzOTO 2018 (7 ; 12-14.12.2018 ; Zakopane, Poland)
Języki publikacji
EN
Abstrakty
EN
The bootstrap method is a well-known method to gather a full probability distribution from the dataset of a small sample. The simple bootstrap i.e. resampling from the raw dataset often leads to a significant irregularities in a shape of resulting empirical distribution due to the discontinuity of a support. The remedy for these irregularities is the smoothed bootstrap: a small random shift of source points before each resampling. This shift is controlled by specifically selected distributions. The key issue is such parameter settings of these distributions to achieve the desired characteristics of the empirical distribution. This paper describes an example of this procedure.
Wydawca
Rocznik
Strony
716--723
Opis fizyczny
Bibliogr. 28 poz., rys., tab.
Twórcy
  • Cracow University of Technology, Poland
  • Khmelnytsky National University, Ukraine
  • Khmelnytsky National University, Ukraine
Bibliografia
  • [1] Dudek, A., Lisiecka, B., Ulewicz, R., 2017. The effect of alloying method on the structure and properties of sintered stainless steel. Arch. Metall. Mater., 62, 281-287.
  • [2] Dwornicka, R., 2014. The impact of the power plant unit start-up scheme on the pollution load. Adv. Mater. Res.-Switz. 874, 63-69.
  • [3] Dwornicka, R., Radek, N., Krawczyk, M., Osocha, P., Pobedza, J., 2017, The Laser Textured Surfaces of the Silicon Carbide Analyzed with the Bootstrapped Tribology Model. Metal 2017: 26th Int. Conf. Metallurgy and Materials, Ostrava, Tanger, 1252- 1257.
  • [4] Efron, B., 1979. Bootstrap Methods: Another Look at the Jackknife. Ann. Statist., 7(1), 1-26.
  • [5] Efron, B., 1982. The Jackknife, the Bootstrap and Other Resampling Plans. SIAM, Philadelphia.
  • [6] Gadek-Moszczak, A., 2017. History of stereology. Image Anal. Stereol., 36, 151-152.
  • [7] Gadek-Moszczak, A., Pietraszek, J., Jasiewicz, B., Sikorska, S., Wojnar, L., 2015. The bootstrap approach to the comparison of two methods applied to the evaluation of the growth index in the analysis of the digital x-ray image of a bone regenerate. New Trends in Comput. Collective Intelligence, 572, 127-136.
  • [8] Gadek-Moszczak, A., Matusiewicz, P., 2017. Polish Stereology – a Historical Review. Image Anal. Stereol., 36, 207-221.
  • [9] Gnatowski, A., Ulewicz, M., Chyra, M., 2018. Analysis of Changes in Thermomechanical Properties and Structure of Polyamide Modified with Fly Ash from Biomass Combustion. Journal of Polymers and the Environment, 26, 647-654.
  • [10] Guzowski A, Sobczyk A., 2014. Reconstruction of Hydrostatic Drive and Control System Dedicated for Small Mobile Platform. ASME – Fluid Power Systems Technology, 8th FPNI Ph.D Symposium on Fluid Power, art.V001T05A012.
  • [11] Jambor, M., Ulewicz, R., Novy, F., Bokuvka, O., Trsko, L., Mician, M., Harmaniak, D., 2018. Evolution of Microstructure in the Heat Affected Zone of S960MC GMAW Weld. Mat. Res. Proc., 5, 78-83.
  • [12] Klimecka-Tatar, D., 2016. Electrochemical characteristics of titanium for dental implants in case of the electroless surface modification. Arch. Metall. Mater., 61, 923-926.
  • [13] Maszke, A., Dwornicka, R., Ulewicz, R., 2018. Problems in the implementation of the lean concept at a steel works – Case study. MATEC Web Conf., 183, art. 01014.
  • [14] Pietraszek, J., Gadek-Moszczak, A., 2013. The smooth bootstrap approach to the distribution of a shape in the ferritic stainless steel AISI 434L powders. Solid State Phenom., 197, 162-167.
  • [15] Pietraszek, J., Dwornicka, R., Krawczyk, M., Kołomycki, M., 2017. The nonparametric approach to the quantification of the uncertainty in the design of experiments modelling. UNCECOMP 2017, NTU of Athens, 598-604.
  • [16] Pobedza, J., Sobczyk, A., 2013a. Modern Coating Used in High Pressure Water Hydraulic Components. Key Engineering Materials, 542, 143-155.
  • [17] Pobedza, J., Sobczyk, A., 2013b. Properties of High Pressure Water Hydraulic Components with Modern Coatings. Adv. Mat. Res.-Switz., 849, 100-107.
  • [18] Radek, N., Szczotok, A., Gadek-Moszczak, A., Dwornicka, R., Broncek, J., Pietraszek, J., 2018. The impact of laser processing parameters on the properties of electro-spark deposited coatings. Arch. Metall. Mater., 63, 809-816.
  • [19] Shao, J., Tu, D., 1995. The Jackknife and Bootstrap. Springer, New York.
  • [20] Skrzypczak-Pietraszek, E., 2016. High production of flavonoids and phenolic acids for pharmaceutical purposes in Vitex agnus castus L. shoot culture. New Biotechnol., 33, S155-S155.
  • [21] Skrzypczak-Pietraszek, E., Pietraszek, J., 2009. Phenolic acids in in vitro cultures of Exacum affine Balf. f. Acta Biol. Cracov. Bot., 51, 62-62.
  • [22] Skrzypczak-Pietraszek, E., Kwiecien, I., Goldyn, A., Pietraszek, J., 2017. HPLC-DAD analysis of arbutin produced from hydroquinone in a biotransformation process in Origanum majorana L. shoot culture. Phytochem. Lett., 20, 443-448.
  • [23] Skrzypczak-Pietraszek, E., Reiss, K., Zmudzki, P., Pietraszek, J., 2018a. Enhanced accumulation of harpagide and 8-O-acetyl-harpagide in Melittis melissophyllum L. agitated shoot cultures analyzed by UPLC-MS/MS. PLoS ONE 13, e0202556.
  • [24] Skrzypczak-Pietraszek, E., Piska, K., Pietraszek, J., 2018b. Enhanced production of the pharmaceutically important polyphenolic compounds in Vitex agnus castus L. shoot cultures by precursor feeding strategy. Eng. Life Sci., 18, 287-297.
  • [25] Walczak, P., Sobczyk A., 2014. Simulation of water hydraulic control system of francis turbine. ASME – Fluid Power Systems Technology, 8th FPNI Ph.D Symposium on Fluid Power, art. V001T04A001.
  • [26] Ulewicz, M., Radzyminska-Lenarcik, E., 2014. Application of Polymer and Supported Membranes with 1-Decyl-4-Methylimidazole for Pertraction of Transition Metal Ions. Separation Science and Technology, 49, 1713-1721.
  • [27] Ulewicz, R., Jelonek, D., Mazur, M., 2016. Implementation of logic flow in planning and production control. Management and Production Engineering Review, 7, 89-94.
  • [28] , R., Novy, F. R., 2016. The influence of the surface condition on the fatigue properties of structural steel. Journal of the Balkan Tribological Association, 22, 1147-1155.
Uwagi
Opracowanie rekordu ze środków MNiSW, umowa Nr 461252 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2020).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-d714596a-168f-4a19-a56b-25631c1eaebb
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