Paolo Pagnottoni

Paolo Pagnottoni

Università degli Studi di Pavia

H-index: 11

Europe-Italy

About Paolo Pagnottoni

Paolo Pagnottoni, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Università degli Studi di Pavia, specializes in the field of Multivariate Statistics, Time Series Analysis, Complex Systems, Networks, Digital Finance.

His recent articles reflect a diverse array of research interests and contributions to the field:

The topological structure of panel variance decomposition networks

Bayesian variable selection for matrix autoregressive models

Explainable Machine Learning for Lending Default Classification

The motifs of risk transmission in multivariate time series: Application to commodity prices

Explainable AI for Peer-to-Peer Credit Risk Management

Superhighways and roads of multivariate time series shock transmission: application to cryptocurrency, carbon emission and energy prices

Explainable Machine Learning for Credit Risk Management When Features are Dependent

Assessing harmfulness and vulnerability in global bipartite networks of terrorist-target relationships

Paolo Pagnottoni Information

University

Position

___

Citations(all)

481

Citations(since 2020)

481

Cited By

73

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

Università degli Studi di Pavia

Google Scholar

View Google Scholar Profile

Paolo Pagnottoni Skills & Research Interests

Multivariate Statistics

Time Series Analysis

Complex Systems

Networks

Digital Finance

Top articles of Paolo Pagnottoni

Title

Journal

Author(s)

Publication Date

The topological structure of panel variance decomposition networks

Journal of Financial Stability

Alessandro Celani

Paola Cerchiello

Paolo Pagnottoni

2024/2/2

Bayesian variable selection for matrix autoregressive models

Statistics and Computing

Alessandro Celani

Paolo Pagnottoni

Galin Jones

2024/4

Explainable Machine Learning for Lending Default Classification

Paolo Pagnottoni

THANH THUY Do

2023

The motifs of risk transmission in multivariate time series: Application to commodity prices

Socio-Economic Planning Sciences

Paolo Pagnottoni

Alessandro Spelta

2023/6/1

Explainable AI for Peer-to-Peer Credit Risk Management

Paolo Pagnottoni

THANH THUY Do

Babaei Golnoosh

2023

Superhighways and roads of multivariate time series shock transmission: application to cryptocurrency, carbon emission and energy prices

Physica A: Statistical Mechanics and its Applications

Paolo Pagnottoni

2023/4/1

Explainable Machine Learning for Credit Risk Management When Features are Dependent

Measurement: Interdisciplinary Research and Perspectives

Thanh Thuy Do

Golnoosh Babaei

Paolo Pagnottoni

2023/10/16

Assessing harmfulness and vulnerability in global bipartite networks of terrorist-target relationships

Social Networks

Alessandro Spelta

Nicolo Pecora

Paolo Pagnottoni

2023/1/1

Network self-exciting point processes to measure health impacts of COVID-19

Journal of the Royal Statistical Society Series A: Statistics in Society

Paolo Giudici

Paolo Pagnottoni

Alessandro Spelta

2023/1/27

Statistically validated coeherence and intensity in temporal networks of information flows

Statistical Methods & Applications

Paolo Pagnottoni

Alessandro Spelta

2023/9/28

The multidimensional relationships between sentiment, returns and volatility

Returns and Volatility (January 25, 2023)

Alessandro Celani

Paolo Pagnottoni

2023/1/25

Matrix autoregressive models: Generalization and bayesian estimation

Studies in Nonlinear Dynamics & Econometrics

Alessandro Celani

Paolo Pagnottoni

2023/7/4

Hedging global currency risk with factorial machine learning models

Paolo Pagnottoni

Alessandro Spelta

2023

Financial networks of cryptocurrency prices in time-frequency domains

Quality & Quantity

Paolo Pagnottoni

Angelo Famà

Jong-Min Kim

2023/6/21

Climate change and financial stability: Natural disaster impacts on global stock markets

Physica A: Statistical Mechanics and Its Applications

Paolo Pagnottoni

Alessandro Spelta

Andrea Flori

Fabio Pammolli

2022/8/1

Chaos based portfolio selection: A nonlinear dynamics approach

Expert Systems with Applications

Alessandro Spelta

Nicolò Pecora

Paolo Pagnottoni

2022/2/1

Multidimensional Time Series Analysis via Bayesian Matrix Auto Regression

Alessandro Celani

Paolo Pagnottoni

2022

Matrix Autoregressive Models for Financial Risk Management

Paolo Pagnottoni

Alessandro Celani

2022

Sentiment, Google queries and explosivity in the cryptocurrency market

Physica A: Statistical Mechanics and its Applications

Arianna Agosto

Paola Cerchiello

Paolo Pagnottoni

2022/11/1

Libra or Librae? Basket based stablecoins to mitigate foreign exchange volatility spillovers

Finance Research Letters

Paolo Giudici

Thomas Leach

Paolo Pagnottoni

2022/1/1

See List of Professors in Paolo Pagnottoni University(Università degli Studi di Pavia)

Co-Authors

H-index: 45
Paolo Giudici

Paolo Giudici

Università degli Studi di Pavia

H-index: 28
Galin Jones

Galin Jones

University of Minnesota-Twin Cities

H-index: 25
Jong-Min Kim

Jong-Min Kim

University of Minnesota-Twin Cities

H-index: 25
Thomas Dimpfl

Thomas Dimpfl

Eberhard Karls Universität Tübingen

H-index: 16
Andrea Flori

Andrea Flori

Politecnico di Milano

H-index: 16
Paola Cerchiello

Paola Cerchiello

Università degli Studi di Pavia

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