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references.bib
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@article{akinshin2022thdqe,
author = {Akinshin, Andrey},
title = {Trimmed Harrell-Davis quantile estimator based on the highest density interval of the given width},
journal = {Communications in Statistics - Simulation and Computation},
pages = {1-11},
year = {2022},
publisher = {Taylor & Francis},
doi = {10.1080/03610918.2022.2050396}
}
@misc{akinshin2022madfactors,
title = {Finite-sample bias-correction factors for the median absolute deviation based on the Harrell-Davis quantile estimator and its trimmed modification},
author = {Akinshin, Andrey},
year = {2022},
month = {7},
publisher = {arXiv},
doi = {10.48550/ARXIV.2207.12005}
}
@misc{akinshin2022qad,
title = {Quantile absolute deviation},
author = {Akinshin, Andrey},
year = {2022},
month = {8},
publisher = {arXiv},
doi = {10.48550/ARXIV.2208.13459}
}
@book{wilcox2016,
title = {Introduction to robust estimation and hypothesis testing},
author = {Wilcox, Rand R},
year = {2016},
edition = {4},
publisher = {Academic press},
isbn = {9780128047330}
}
@article{harrell1982,
issn = {0006-3444},
author = {Frank E. Harrell and C. E. Davis},
journal = {Biometrika},
number = {3},
pages = {635--640},
publisher = {[Oxford University Press, Biometrika Trust]},
title = {A new distribution-free quantile estimator},
volume = {69},
year = {1982},
month = {12},
doi = {10.1093/biomet/69.3.635}
}
@article{sfakianakis2008,
title={A new family of nonparametric quantile estimators},
author={Sfakianakis, Michael E and Verginis, Dimitris G},
journal={Communications in Statistics—Simulation and Computation{\textregistered}},
volume={37},
number={2},
pages={337--345},
year={2008},
publisher={Taylor \& Francis},
doi={10.1080/03610910701790491}
}
@article{navruz2020,
title={A new quantile estimator with weights based on a subsampling approach},
author={Navruz, G{\"o}zde and {\"O}zdemir, A F{\i}rat},
journal={British Journal of Mathematical and Statistical Psychology},
volume={73},
number={3},
pages={506--521},
year={2020},
publisher={Wiley Online Library},
doi={10.1111/bmsp.12198}
}
@article{hampel1974,
title = {The influence curve and its role in robust estimation},
author = {Hampel, Frank R},
journal = {Journal of the american statistical association},
volume = {69},
number = {346},
pages = {383--393},
year = {1974},
publisher = {Taylor \& Francis},
doi = {10.2307/2285666}
}
@incollection{croux1992,
title = {Time-efficient algorithms for two highly robust estimators of scale},
author = {Croux, Christophe and Rousseeuw, Peter J},
booktitle = {Computational statistics},
pages = {411--428},
year = {1992},
publisher = {Springer},
doi = {10.1007/978-3-662-26811-7_58}
}
@article{williams2011,
title = {Finite sample correction factors for several simple robust estimators of normal standard deviation},
author = {Williams, Dennis C},
journal = {Journal of Statistical Computation and Simulation},
volume = {81},
number = {11},
pages = {1697--1702},
year = {2011},
publisher = {Taylor \& Francis},
doi = {10.1080/00949655.2010.499516}
}
@article{hayes2014,
title = {Finite-sample bias-correction factors for the median absolute deviation},
author = {Hayes, Kevin},
journal = {Communications in Statistics-Simulation and Computation},
volume = {43},
number = {10},
pages = {2205--2212},
year = {2014},
publisher = {Taylor \& Francis},
doi = {10.1080/03610918.2012.748913}
}
@article{park2020,
title = {Investigation of finite-sample properties of robust location and scale estimators},
author = {Park, Chanseok and Kim, Haewon and Wang, Min},
journal = {Communications in Statistics-Simulation and Computation},
pages = {1--27},
year = {2020},
publisher = {Taylor \& Francis},
doi = {10.1080/03610918.2019.1699114}
}
@article{rousseeuw1993,
title = {Alternatives to the median absolute deviation},
author = {Rousseeuw, Peter J and Croux, Christophe},
journal = {Journal of the American Statistical association},
volume = {88},
number = {424},
pages = {1273--1283},
year = {1993},
publisher={Taylor \& Francis},
doi = {10.1080/01621459.1993.10476408}
}
@article{hyndman1996,
title={Sample quantiles in statistical packages},
author={Hyndman, Rob J and Fan, Yanan},
journal={The American Statistician},
volume={50},
number={4},
pages={361--365},
year={1996},
publisher={Taylor \& Francis},
doi={10.2307/2684934}
}
@book{david2003,
title={Order statistics},
author={David, Herbert A and Nagaraja, Haikady N},
year={2003},
ed={3},
doi={10.1002/0471722162},
isbn={9780471389262},
publisher={John Wiley \& Sons}
}
@book{gibbons2020,
title={Nonparametric statistical inference},
author={Gibbons, Jean Dickinson and Chakraborti, Subhabrata},
year={2020},
ed={6},
publisher={CRC press}
}
@book{grissom2005,
title={Effect sizes for research: Univariate and multivariate applications},
author={Grissom, Robert J and Kim, John J},
year={2012},
ed={1},
publisher={Routledge Academic},
isbn={0805850147},
doi={10.4324/9781410612915}
}
@article{yoshizawa1985,
title={Asymptotic equivalence of the Harrell-Davis median estimator and the sample median},
author={Yoshizawa, Carl N and Sen, Pranab K and Davis, C Edward},
journal={Communications in Statistics-Theory and Methods},
volume={14},
number={9},
pages={2129--2136},
year={1985},
publisher={Taylor \& Francis},
doi={10.1080/03610928508829034}
}
@book{dekking2005,
title={A Modern Introduction to Probability and Statistics: Understanding why and how},
author={Dekking, Frederik Michel and Kraaikamp, Cornelis and Lopuha{\"a}, Hendrik Paul and Meester, Ludolf Erwin},
year={2005},
publisher={Springer Science \& Business Media},
isbn={9781852338961},
series={Springer Texts in Statistics}
}
@article{sheather1991,
title = {A reliable data-based bandwidth selection method for kernel density estimation},
author = {Sheather, Simon J and Jones, Michael C},
journal = {Journal of the Royal Statistical Society: Series B (Methodological)},
volume = {53},
number = {3},
pages = {683--690},
year = {1991},
publisher = {Wiley Online Library},
doi = {10.1111/j.2517-6161.1991.tb01857.x}
}
@article{hodges1963,
author = {J. L. Hodges Jr. and E. L. Lehmann},
title = {Estimates of Location Based on Rank Tests},
volume = {34},
journal = {The Annals of Mathematical Statistics},
number = {2},
publisher = {Institute of Mathematical Statistics},
pages = {598--611},
year = {1963},
doi = {10.1214/aoms/1177704172},
}
@book{tukey1977,
title={Exploratory data analysis},
author={Tukey, John W and others},
volume={2},
year={1977},
publisher={Reading, MA}
}
@article{gastwirth1966,
author = {Joseph L. Gastwirth},
title = {On Robust Procedures},
journal = {Journal of the American Statistical Association},
volume = {61},
number = {316},
pages = {929-948},
year = {1966},
publisher = {Taylor & Francis},
doi = {10.1080/01621459.1966.10482185}
}
@article{maritz1978,
title={A note on estimating the variance of the sample median},
author={Maritz, JS and Jarrett, RG},
journal={Journal of the American Statistical Association},
volume={73},
number={361},
pages={194--196},
year={1978},
publisher={Taylor \& Francis},
doi={10.2307/2286545}
}
@misc{kish1965,
title={Survey sampling},
author={Kish, L},
year={1965},
publisher={John Wiley \& Sons, Inc., New York, London},
isbn={0-471-10949-5}
}
@article{templ2011,
title={Standard Methods for Point Estimation of Indicators on Social Exclusion and Poverty using the R Package laeken},
author={Templ, Matthias and Alfons, Andreas},
year={2011}
}
@article{eurostat2004,
title={Common cross-sectional EU indicators based on EU-SILC; the gender pay gap},
author={Eurostat},
publisher={EU-SILC 131-rev/04, Unit D-2: Living conditions and social protection, Directorate D: Single Market, Employment and Social statistics, Eurostat, Luxembourg},
year={2004}
}
@article{eurostat2009,
title={Algorithms to compute social inclusion indicators based on EU-SILC and adopted under the Open Method of Coordination (OMC)},
author={Eurostat},
publisher={Doc. LC-ILC/39/09/EN-rev.1, Unit F-3: Living conditions and social protection, Directorate F: Social and information society statistics, Eurostat, Luxembourg},
year={2009}
}
@article{laeken2013,
title = {Estimation of Social Exclusion Indicators from Complex Surveys: The {R} Package {laeken}},
author = {Andreas Alfons and Matthias Templ},
journal = {Journal of Statistical Software},
year = {2013},
volume = {54},
number = {15},
pages = {1--25},
doi = {10.18637/jss.v054.i15},
}
@article{huggins2019,
title = {Sequential Monte Carlo as approximate sampling: bounds, adaptive resampling via $\infty$-ESS, and an application to particle Gibbs},
author = {Huggins, Jonathan H and Roy, Daniel M},
journal = {Bernoulli},
volume = {25},
number = {1},
pages = {584--622},
year = {2019},
publisher = {Bernoulli Society for Mathematical Statistics and Probability}
}
@article{elvira2022,
author = {Elvira, V and Martino, L and Robert, C},
title = {Rethinking the Effective Sample Size},
journal = {International Statistical Review},
year = {2022},
doi = {10.1111/insr.12500},
publisher = {Wiley Online Library}
}
@article{truong2020,
title = {Selective review of offline change point detection methods},
author = {Truong, Charles and Oudre, Laurent and Vayatis, Nicolas},
journal = {Signal Processing},
volume = {167},
pages = {107299},
year = {2020},
publisher = {Elsevier},
issn = {0165-1684},
doi = {10.1016/j.sigpro.2019.107299}
}
@article{wolters2018,
doi = {10.1002/sta4.202},
year = {2018},
publisher = {Wiley},
volume = {7},
number = {1},
pages = {e202},
author = {Mark Anthony Wolters and Willard John Braun},
title = {A practical implementation of weighted kernel density estimation for handling shape constraints},
journal = {Stat}
}
@misc{wang2007,
author = {Wang, Bin and Wang, Xiaofeng},
title = {Bandwidth Selection for Weighted Kernel Density Estimation},
publisher = {arXiv},
year = {2007},
doi = {10.48550/ARXIV.0709.1616}
}
@article{guillamn1984,
doi = {10.1080/03610929808832217},
year = {1998},
month = {jan},
publisher = {Informa {UK} Limited},
volume = {27},
number = {9},
pages = {2123--2135},
author = {A. Guillam{\'{o}}n and J. Navarro and J.M. Ruiz},
title = {Kernel density estimation using weighted data},
journal = {Communications in Statistics - Theory and Methods}
}
@article{doksum1974,
doi = {10.1214/aos/1176342662},
year = {1974},
month = {3},
publisher = {Institute of Mathematical Statistics},
volume = {2},
number = {2},
author = {Kjell Doksum},
title = {Empirical Probability Plots and Statistical Inference for Nonlinear Models in the Two-Sample Case},
journal = {The Annals of Statistics}
}
@book{chambers1983,
title = {Graphical methods for data analysis},
author = {John M. Chambers and William S. Cleveland and Paul A. Tukey and Beat Kleiner},
publisher = {Duxbury Press},
isbn = {053498052X},
year = {1983},
series = {Wadsworth \& Brooks/Cole Statistics/Probability Series}
}
@manual{desctools,
title = {{DescTools}: Tools for Descriptive Statistics},
author = {Signorell Andri and others}},
year = {2022},
note = {R package version 0.99.46},
url = {https://cran.r-project.org/web/packages/DescTools/index.html},
}
@manual{modi,
title = {modi: Multivariate outlier detection and imputation for incomplete survey data},
author = {Beat Hulliger},
year = {2018},
note = {R package version 0.1.0},
url = {https://cran.r-project.org/web/packages/modi/index.html},
}
@manual{MetricsWeighted,
title = {MetricsWeighted: Weighted Metrics, Scoring Functions and Performance Measures for Machine Learning},
author = {Michael Mayer and Christian Lorentzen},
year = {2022},
note = {R package version 0.5.4},
url = {https://cran.r-project.org/web/packages/MetricsWeighted/index.html},
}
@manual{matrixStats,
title = {matrixStats: Functions that Apply to Rows and Columns of Matrices (and to Vectors)},
author = {Henrik Bengtsson and others},
year = {2022},
note = {R package version 0.62.0},
url = {https://cran.r-project.org/web/packages/matrixStats/index.html},
}
@manual{laeken,
title = {laeken: Estimation of Indicators on Social Exclusion and Poverty},
author = {Andreas Alfons and Josef Holzer and Matthias Templ and Alexander Haider},
year = {2021},
note = {R package version 0.5.2},
url = {https://cran.r-project.org/web/packages/laeken/index.html}
}
@manual{spatstat,
title = {spatstat.geom: Geometrical Functionality of the 'spatstat' Family},
author = {Adrian Baddeley and Rolf Turner and others},
year = {2022},
note = {R package version 2.4-0},
url = {https://cran.r-project.org/web/packages/spatstat.geom/index.html}
}
@manual{Hmisc,
title = {Hmisc: Harrell Miscellaneous},
author = {Frank E Harrell Jr and Charles Dupont},
year = {2022},
note = {R package version 4.7-1},
url = {https://cran.r-project.org/web/packages/Hmisc/index.html}
}
@manual{reldist,
title = {reldist: Relative Distribution Methods},
author = {Mark S. Handcock},
year = {2022},
note = {R package version 1.7-1},
url = {https://cran.r-project.org/web/packages/reldist/index.html}
}