Concepedia

Probabilistic multivariable calibration for major elements analysis of MarSCoDe Martian laser-induced breakdown spectroscopy instrument on Zhurong rover

Zhaopeng Chen, Xin Ren, Jianjun Liu, Weiming Xu, Yizhong Zhang, Xiangfeng Liu, Qin Zhou, Wangli Chen

Spectrochimica Acta Part B Atomic Spectroscopy · 2022 · 23 citations · 31 references

Concepts

Natural SciencesEarth SciencesElemental AnalysisSpectroscopyUncertainty QuantificationAnalytical CalibrationCalibrationEquipment CalibrationLaser SpectroscopyProbability CalibrationSpectral CalibrationLaser-based DiagnosticsLaser-induced BreakdownLaser-induced Breakdown SpectroscopyMars Rover InstrumentationMultivariable Measurement

References

31

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

XGBoost: A Scalable Tree Boosting System

arXiv (Cornell University) · 2016 · 7.1K citations · Full text

Computing, Computer Science, Data Science +16

Partial least-squares regression: a tutorial

Paul Geladi, Bruce R. Kowalski · Analytica Chimica Acta · 1986 · 6.9K citations

Business, Computer Science, Statistical Modeling +7

Proceedings of the 25th international conference on Machine learning

William W. Cohen, Andrew McCallum, Sam T. Roweis · 2008 · 5.5K citations

Computing, Computer Science, Artificial Intelligence +6

Generalized Additive Models for Location, Scale and Shape

Robert A. Rigby, D. Stasinopoulos · Journal of the Royal Statistical Society Series C (Applied Statistics) · 2005 · 3.2K citations · Full text

Business, Biostatistics, Econometrics +15