Search results

  1. 1.
    0564724 - ÚTIA 2023 RIV US eng J - Journal Article
    Hlubinka, D. - Kotík, L. - Šiman, Miroslav
    Multivariate quantiles with both overall and directional probability interpretation.
    Scandinavian Journal of Statistics. Roč. 49, č. 4 (2022), s. 1586-1604. ISSN 0303-6898. E-ISSN 1467-9469
    R&D Projects: GA ČR GA17-07384S; GA ČR GA21-05325S
    Institutional support: RVO:67985556
    Keywords : directional quantile * kernel estimation * multivariate quantile * nonconvex quantile * quantile regression * reference region * tolerance region
    OECD category: Statistics and probability
    Impact factor: 1, year: 2022
    Method of publishing: Limited access
    http://library.utia.cas.cz/separaty/2022/SI/siman-0564724.pdf https://onlinelibrary.wiley.com/doi/10.1111/sjos.12603
    Permanent Link: https://hdl.handle.net/11104/0336421
     
     
  2. 2.
    0480735 - ÚTIA 2018 RIV US eng M - Monography Chapter
    Hallin, M. - Šiman, Miroslav
    Multiple-output quantile regression.
    Handbook of Quantile Regression. Boca Raton: Chapman and Hall/CRC, 2017 - (Koenker, R.; Chernozhukov, V.; He, X.; Peng, L.), s. 185-208. Chapman & Hall/CRC Handbooks of Modern Statistical Methods. ISBN 9781498725286
    R&D Projects: GA ČR GA17-07384S
    Institutional support: RVO:67985556
    Keywords : multivariate quantile * quantile regression * multiple-output quantile regression * vector quantile regression
    OECD category: Pure mathematics
    http://library.utia.cas.cz/separaty/2017/SI/siman-0480735.pdf
    Permanent Link: http://hdl.handle.net/11104/0276758
     
     
  3. 3.
    0476587 - ÚTIA 2018 RIV CZ eng J - Journal Article
    Boček, Pavel - Šiman, Miroslav
    Directional quantile regression in R.
    Kybernetika. Roč. 53, č. 3 (2017), s. 480-492. ISSN 0023-5954
    R&D Projects: GA ČR GA14-07234S
    Institutional support: RVO:67985556
    Keywords : multivariate quantile * regression quantile * halfspace depth * depth contour
    OECD category: Applied mathematics
    Impact factor: 0.632, year: 2017
    http://library.utia.cas.cz/separaty/2017/SI/bocek-0476587.pdf
    Permanent Link: http://hdl.handle.net/11104/0273538
     
     
  4. 4.
    0458380 - ÚTIA 2017 RIV CZ eng J - Journal Article
    Boček, Pavel - Šiman, Miroslav
    Directional quantile regression in Octave (and MATLAB).
    Kybernetika. Roč. 52, č. 1 (2016), s. 28-51. ISSN 0023-5954
    R&D Projects: GA ČR GA14-07234S
    Institutional support: RVO:67985556
    Keywords : quantile regression * multivariate quantile * depth contour * Matlab
    Subject RIV: IN - Informatics, Computer Science
    Impact factor: 0.379, year: 2016
    http://library.utia.cas.cz/separaty/2016/SI/bocek-0458380.pdf
    Permanent Link: http://hdl.handle.net/11104/0258936
     
     
  5. 5.
    0458243 - ÚTIA 2017 RIV NL eng J - Journal Article
    Hallin, M. - Šiman, Miroslav
    Elliptical multiple-output quantile regression and convex optimization.
    Statistics & Probability Letters. Roč. 109, č. 1 (2016), s. 232-237. ISSN 0167-7152. E-ISSN 1879-2103
    R&D Projects: GA ČR GA14-07234S
    Institutional support: RVO:67985556
    Keywords : quantile regression * elliptical quantile * multivariate quantile * multiple-output regression
    Subject RIV: BA - General Mathematics
    Impact factor: 0.540, year: 2016
    http://library.utia.cas.cz/separaty/2016/SI/siman-0458243.pdf
    Permanent Link: http://hdl.handle.net/11104/0258934
     
     
  6. 6.
    0454429 - ÚTIA 2016 RIV CZ eng L4 - Software
    Boček, Pavel - Šiman, Miroslav
    Multiple-Output Directional Regression Quantile Computation Toolbox.
    Internal code: simu0292 ; 2015
    Technical parameters: bocek@utia.cas.cz
    Economic parameters: basic tools for performing multiple-output quantile regression
    R&D Projects: GA ČR GA14-07234S
    Institutional support: RVO:67985556
    Keywords : multivariate quantile * regression
    Subject RIV: JC - Computer Hardware ; Software
    http://simu0292.utia.cas.cz/modQR/
    Permanent Link: http://hdl.handle.net/11104/0257082
     
     
  7. 7.
    0446857 - ÚTIA 2016 RIV NL eng J - Journal Article
    Hallin, M. - Lu, Z. - Paindaveine, D. - Šiman, Miroslav
    Local bilinear multiple-output quantile/depth regression.
    Bernoulli. Roč. 21, č. 3 (2015), s. 1435-1466. ISSN 1350-7265. E-ISSN 1573-9759
    R&D Projects: GA MŠMT(CZ) 1M06047
    Institutional support: RVO:67985556
    Keywords : conditional depth * growth chart * halfspace depth * local bilinear regression * multivariate quantile * quantile regression * regression depth
    Subject RIV: BA - General Mathematics
    Impact factor: 1.372, year: 2015
    http://library.utia.cas.cz/separaty/2015/SI/siman-0446857.pdf
    Permanent Link: http://hdl.handle.net/11104/0248946
     
     
  8. 8.
    0445962 - ÚTIA 2016 RIV CZ eng L4 - Software
    Boček, Pavel - Šiman, Miroslav
    Multiple-Output Directional Regression Quantile Computation.
    Internal code: CRAN modQR ; 2015
    Technical parameters: basic tools package
    Economic parameters: basic tools for performing multiple-output quantile regression and computing regression quantile contours by means of directional regression quantiles
    R&D Projects: GA ČR GA14-07234S
    Institutional support: RVO:67985556
    Keywords : multivariate quantile, * regression
    Subject RIV: IN - Informatics, Computer Science
    http://cran.r-project.org/web/packages/modQR/index.html
    Permanent Link: http://hdl.handle.net/11104/0248316
     
     
  9. 9.
    0434510 - ÚTIA 2016 RIV US eng J - Journal Article
    Hlubinka, D. - Šiman, Miroslav
    On generalized elliptical quantiles in the nonlinear quantile regression setup.
    Test. Roč. 24, č. 2 (2015), s. 249-264. ISSN 1133-0686. E-ISSN 1863-8260
    R&D Projects: GA ČR GA14-07234S
    Institutional support: RVO:67985556
    Keywords : multivariate quantile * elliptical quantile * quantile regression * multivariate statistical inference * portfolio optimization
    Subject RIV: BA - General Mathematics
    Impact factor: 1.207, year: 2015
    http://library.utia.cas.cz/separaty/2014/SI/siman-0434510.pdf
    Permanent Link: http://hdl.handle.net/11104/0239351
     
     
  10. 10.
    0425059 - ÚTIA 2014 RIV US eng J - Journal Article
    Šiman, Miroslav
    Precision Index in the Multivariate Context.
    Communications in Statistics - Theory and Methods. Roč. 43, č. 2 (2014), s. 377-387. ISSN 0361-0926. E-ISSN 1532-415X
    R&D Projects: GA MŠMT(CZ) 1M06047
    Institutional support: RVO:67985556
    Keywords : data depth * multivariate quantile * process capability index * precision index * regression quantile
    Subject RIV: BA - General Mathematics
    Impact factor: 0.274, year: 2014
    http://library.utia.cas.cz/separaty/2014/SI/siman-0425059.pdf
    Permanent Link: http://hdl.handle.net/11104/0231503
     
     

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