Detail publikačního výsledku

On the application of bootstrapping to laser-induced breakdown spectroscopy data

KÉPEŠ, E.; POŘÍZKA, P.; KAISER, J.

Originální název

On the application of bootstrapping to laser-induced breakdown spectroscopy data

Anglický název

On the application of bootstrapping to laser-induced breakdown spectroscopy data

Druh

Článek WoS

Originální abstrakt

The analysis of laser-induced breakdown spectroscopy (LIBS) data heavily relies on statistical approaches. Recently, the application of another well-established statistical tool has started gaining prominence in LIBS analysis: bootstrapping. In the present work, we investigate the impact of bootstrapping on LIBS data collected by various data acquisition strategies and provide some insights into the application of this powerful statistical tool. We show that bootstrapping primarily affects the standard deviation of the recorded spectra, while barely affecting the mean values. This limits the applicability of bootstrapping to specific cases which are briefly discussed.

Anglický abstrakt

The analysis of laser-induced breakdown spectroscopy (LIBS) data heavily relies on statistical approaches. Recently, the application of another well-established statistical tool has started gaining prominence in LIBS analysis: bootstrapping. In the present work, we investigate the impact of bootstrapping on LIBS data collected by various data acquisition strategies and provide some insights into the application of this powerful statistical tool. We show that bootstrapping primarily affects the standard deviation of the recorded spectra, while barely affecting the mean values. This limits the applicability of bootstrapping to specific cases which are briefly discussed.

Klíčová slova

laser-induced breakdown spectroscopy, statistics, bootstrapping

Klíčová slova v angličtině

laser-induced breakdown spectroscopy, statistics, bootstrapping

Autoři

KÉPEŠ, E.; POŘÍZKA, P.; KAISER, J.

Rok RIV

2020

Vydáno

24.10.2019

Nakladatel

ROYAL SOC CHEMISTRY

Místo

CAMBRIDGE

ISSN

1364-5544

Periodikum

JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY

Svazek

34

Číslo

12

Stát

Spojené království Velké Británie a Severního Irska

Strany od

2411

Strany do

2419

Strany počet

9

URL

https://pubs.rsc.org/en/content/articlelanding/2019/ja/c9ja00304e#!divAbstract

BibTex

@article{BUT159534,
  author="Erik {Képeš} and Pavel {Pořízka} and Jozef {Kaiser}",
  title="On the application of bootstrapping to laser-induced breakdown spectroscopy data",
  journal="JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY",
  year="2019",
  volume="34",
  number="12",
  pages="2411--2419",
  doi="10.1039/c9ja00304e",
  issn="0267-9477",
  url="https://pubs.rsc.org/en/content/articlelanding/2019/ja/c9ja00304e#!divAbstract"
}

Dokumenty

kepes2019_bootstrapping