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Multidimensional data modeling and risk analysis

Ebook Multidimensional data modeling and risk analysis

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Opis treści

This scientific monograph presented for readers concerns risk analysis and multivariate data modeling. It contains a wide range of problems that have been addressed, including the understanding of risk in economic theories, the measurement of capital market risk, or the study of the energy market. In addition, demographic issues related to mortality, its analysis and forecasting are addressed, as well as issues related to youth unemployment and analysis of the COVID-19 pandemic. The analyzed sets have different structures, different dimensions, and are linked to different temporal and spatial measurements. The methodological layer of the research takes up the latest results and developments in the area of inference and analysis of multidimensional data sets, the utilitarian one covers detailed applications, and in addition, a risk analysis is carried out. The authors of the research are employees and doctoral students of the Department of Demography and Economic Statistics.

Spis treści ebooka Multidimensional data modeling and risk analysis

Introduction 5

Chapter I
Perception of risk in economic theory (Józef Stawicki) 9

Chapter II
Extended Gini regression coefficient as robust estimator of systematic risk in capital market (Grażyna Trzpiot) 23

Chapter III
Non-parametric econometric models in risk analysis (Dominik Krężołek) 40

Chapter IV
Comparative analysis of selected distance measures dedicated to time series (Alicja Ganczarek-Gamrot) 60

Chapter V
A multivariate functional analysis of mortality trends in Europe (Justyna Majewska) 70

Chapter VI
Selected relational models of mortality predictions in small regional areas populations in Poland (Agnieszka Orwat-Acedańska) 91

Chapter VII
Generalized linear model in the study of determinants of youth unemployment rates in Polish provinces (Magdalena Kawecka) 106

Chapter VIII
Time series analysis of the number of COVID-19 cases during the pandemic in selected countries (Zuzanna Krysiak, Grażyna Trzpiot) 125

About the Authors 153

Szczegóły ebooka Multidimensional data modeling and risk analysis

Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego w Katowicach
Rok wydania:
2023
Typ publikacji:
Ebook
Język:
angielski
Format:
pdf
ISBN:
978-83-7875-868-6
Wydanie:
1
Redakcja:
Grażyna Trzpiot
Miejsce wydania:
Katowice
Liczba Stron:
153
Czas realizacji zamówienia:
Do 10 min

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