STUDY OF INVESTOR BEHAVIOR IN THE MARKET CRYPTOCURRENCY WITH AN AGENT MODEL APPROACH

This study focuses on investor behavior in the cryptocurrency market using agent-based modeling and statistical-thermodynamic analysis. We utilized the NetLogo platform to develop an agent-based model that simulates how investors interact with digital assets and adapt to price fluctuations. Throu...

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主要作者: Rekryanta
格式: Final Project
語言:Indonesia
在線閱讀:https://digilib.itb.ac.id/gdl/view/83193
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機構: Institut Teknologi Bandung
語言: Indonesia
id id-itb.:83193
spelling id-itb.:831932024-08-05T13:28:04ZSTUDY OF INVESTOR BEHAVIOR IN THE MARKET CRYPTOCURRENCY WITH AN AGENT MODEL APPROACH Rekryanta Indonesia Final Project Cryptocurrency, Agent Based Modelling, Investor Behaviour. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/83193 This study focuses on investor behavior in the cryptocurrency market using agent-based modeling and statistical-thermodynamic analysis. We utilized the NetLogo platform to develop an agent-based model that simulates how investors interact with digital assets and adapt to price fluctuations. Through this simulation, we observed the impact of investor behavior on wealth distribution within the market. Our NetLogo code encompasses decision-making, movement, and interactions with crypto assets, while thermodynamic concepts are employed to measure market uncertainty, reflecting variations in investor behavior. Our analysis identified two primary phenomena: compression and expansion of wealth distribution. Compression occurs when wealth distribution decreases after a certain period, while expansion occurs when wealth increases. The statistical analysis helps identify trends and patterns in investor behavior, as well as measure wealth concentration in the cryptocurrency market. The findings of this study provide deep insights into how investor behavior affects the cryptocurrency market, highlighting important implications for market understanding and offering guidance for investors and policymakers. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description This study focuses on investor behavior in the cryptocurrency market using agent-based modeling and statistical-thermodynamic analysis. We utilized the NetLogo platform to develop an agent-based model that simulates how investors interact with digital assets and adapt to price fluctuations. Through this simulation, we observed the impact of investor behavior on wealth distribution within the market. Our NetLogo code encompasses decision-making, movement, and interactions with crypto assets, while thermodynamic concepts are employed to measure market uncertainty, reflecting variations in investor behavior. Our analysis identified two primary phenomena: compression and expansion of wealth distribution. Compression occurs when wealth distribution decreases after a certain period, while expansion occurs when wealth increases. The statistical analysis helps identify trends and patterns in investor behavior, as well as measure wealth concentration in the cryptocurrency market. The findings of this study provide deep insights into how investor behavior affects the cryptocurrency market, highlighting important implications for market understanding and offering guidance for investors and policymakers.
format Final Project
author Rekryanta
spellingShingle Rekryanta
STUDY OF INVESTOR BEHAVIOR IN THE MARKET CRYPTOCURRENCY WITH AN AGENT MODEL APPROACH
author_facet Rekryanta
author_sort Rekryanta
title STUDY OF INVESTOR BEHAVIOR IN THE MARKET CRYPTOCURRENCY WITH AN AGENT MODEL APPROACH
title_short STUDY OF INVESTOR BEHAVIOR IN THE MARKET CRYPTOCURRENCY WITH AN AGENT MODEL APPROACH
title_full STUDY OF INVESTOR BEHAVIOR IN THE MARKET CRYPTOCURRENCY WITH AN AGENT MODEL APPROACH
title_fullStr STUDY OF INVESTOR BEHAVIOR IN THE MARKET CRYPTOCURRENCY WITH AN AGENT MODEL APPROACH
title_full_unstemmed STUDY OF INVESTOR BEHAVIOR IN THE MARKET CRYPTOCURRENCY WITH AN AGENT MODEL APPROACH
title_sort study of investor behavior in the market cryptocurrency with an agent model approach
url https://digilib.itb.ac.id/gdl/view/83193
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