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20112025
most citedFirst and second order semi-Markov chains for wind speed modeling

87 citations · 266 across the 25 of their papers we have counts for

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9 papers · 1 filter

q-fin.ST2021

Randentropy: a software to measure inequality in random systems

Guglielmo D'Amico, Stefania Scocchera, Loriano Storchi

The software Randentropy is designed to estimate inequality in a random system where several individuals interact moving among many communities and producing dependent random quant…

q-fin.ST2020

A micro-to-macro approach to returns, volumes and waiting times

Guglielmo D'Amico, Filippo Petroni

Fundamental variables in financial market are not only price and return but a very important role is also played by trading volumes. Here we propose a new multivariate model that t…

q-fin.ST2018

Indexed Markov Chains for financial data: testing for the number of states of the index process

Guglielmo D'Amico, Ada Lika, Filippo Petroni

A new branch based on Markov processes is developing in the recent literature of financial time series modeling. In this paper, an Indexed Markov Chain has been used to model high…

q-fin.ST2017★ 1 cited

A new approach to the modeling of financial volumes

Guglielmo D'Amico, Filippo Petroni

In this paper we study the high frequency dynamic of financial volumes of traded stocks by using a semi-Markov approach. More precisely we assume that the intraday logarithmic chan…

q-fin.ST2013★ 1 cited

Semi-Markov Models in High Frequency Finance: A Review

G. D'Amico, F. Petroni, F. Prattico

In this paper we describe three stochastic models based on a semi-Markov chains approach and its generalizations to study the high frequency price dynamics of traded stocks. The th…

q-fin.ST2013★ 5 cited

Multivariate high-frequency financial data via semi-Markov processes

Guglielmo D'Amico, Filippo Petroni

In this paper we propose a bivariate generalization of a weighted indexed semi-Markov chains to study the high frequency price dynamics of traded stocks. We assume that financial r…

q-fin.ST2012★ 22 cited

Weighted-indexed semi-Markov models for modeling financial returns

Guglielmo D'Amico, Filippo Petroni

In this paper we propose a new stochastic model based on a generalization of semi-Markov chains to study the high frequency price dynamics of traded stocks. We assume that the fina…

q-fin.ST2011★ 26 cited

A semi-Markov model with memory for price changes

Guglielmo D'Amico, Filippo Petroni

We study the high frequency price dynamics of traded stocks by a model of returns using a semi-Markov approach. More precisely we assume that the intraday returns are described by…

q-fin.ST2011★ 37 cited

A semi-Markov model for price returns

Guglielmo D'Amico, Filippo Petroni

We study the high frequency price dynamics of traded stocks by a model of returns using a semi-Markov approach. More precisely we assume that the intraday return are described by a…