Multidimensional economic indicators and multivariate functional principal component analysis (MFPCA) in a comparative study of countries' competitiveness

Miroslaw Krzysko; Peter Nijkamp; Waldemar Ratajczak; Waldemar Wolynski

doi:10.1007/s10109-021-00352-8

Multidimensional economic indicators and multivariate functional principal component analysis (MFPCA) in a comparative study of countries' competitiveness

Miroslaw Krzysko
, Peter Nijkamp^*
, Waldemar Ratajczak
, Waldemar Wolynski

^*Corresponding author for this work

Research output: Contribution to journal › Article › Academic › peer-review

Original language	English
Pages (from-to)	49-65
Number of pages	17
Journal	Journal of Geographical Systems
Volume	24
Issue number	1
Early online date	16 Nov 2021
DOIs	https://doi.org/10.1007/s10109-021-00352-8
Publication status	Published - Jan 2022

Keywords

Functional data analysis
International competitiveness differences
Multivariate functional data
Principal component analysis

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10.1007/s10109-021-00352-8

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title = "Multidimensional economic indicators and multivariate functional principal component analysis (MFPCA) in a comparative study of countries' competitiveness",

keywords = "Functional data analysis, International competitiveness differences, Multivariate functional data, Principal component analysis",

author = "Miroslaw Krzysko and Peter Nijkamp and Waldemar Ratajczak and Waldemar Wolynski",

year = "2022",

month = jan,

doi = "10.1007/s10109-021-00352-8",

language = "English",

volume = "24",

pages = "49--65",

journal = "Journal of Geographical Systems",

issn = "1435-5930",

publisher = "Springer Verlag",

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Multidimensional economic indicators and multivariate functional principal component analysis (MFPCA) in a comparative study of countries' competitiveness. / Krzysko, Miroslaw; Nijkamp, Peter; Ratajczak, Waldemar et al.
In: Journal of Geographical Systems, Vol. 24, No. 1, 01.2022, p. 49-65.

Research output: Contribution to journal › Article › Academic › peer-review

TY - JOUR

T1 - Multidimensional economic indicators and multivariate functional principal component analysis (MFPCA) in a comparative study of countries' competitiveness

AU - Krzysko, Miroslaw

AU - Nijkamp, Peter

AU - Ratajczak, Waldemar

AU - Wolynski, Waldemar

PY - 2022/1

Y1 - 2022/1

KW - Functional data analysis

KW - International competitiveness differences

KW - Multivariate functional data

KW - Principal component analysis

U2 - 10.1007/s10109-021-00352-8

DO - 10.1007/s10109-021-00352-8

M3 - Article

SN - 1435-5930

VL - 24

SP - 49

EP - 65

JO - Journal of Geographical Systems

JF - Journal of Geographical Systems

IS - 1

ER -

Multidimensional economic indicators and multivariate functional principal component analysis (MFPCA) in a comparative study of countries' competitiveness

Keywords

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