Sökning: "bitcoin price movements"
Hittade 4 uppsatser innehållade orden bitcoin price movements.
1. Predicting Cryptocurrency Prices with Machine Learning Algorithms: A Comparative Analysis
Kandidat-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskapSammanfattning : Background: Due to its decentralized nature and opportunity for substantial gains, cryptocurrency has become a popular investment opportunity. However, the highly unpredictable and volatile nature of the cryptocurrency market poses a challenge for investors looking to predict price movements and make profitable investments. LÄS MER
2. A machine learning approach leveraging technical- and sentiment analysis to forecast price movements in major crypto currencies
Master-uppsats, KTH/Matematik (Avd.)Sammanfattning : This paper uses a back-propagating neural network (BPN) to predict the price movements of major crypto currencies, leveraging technical factors as well as measurements of collective sentiment derived from the micro-blogging network Twitter. Our dataset consists of daily, hourly and minutely price levels for Bitcoin, Ether and Litecoin along with 8 popular technical indicators, as well as all tweets with the currencies' cash tags during respective time periods. LÄS MER
3. Forecasting Efficiency in Cryptocurrency Markets : A machine learning case study
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : Financial time-series are not uncommon to research in an academic context. This is possibly not only due to its challenging nature with high levels of noise and non-stationary data, but because of the endless possibilities of features and problem formulations it creates. LÄS MER
4. Analysis of Cryptocurrency Market and Drivers of the Bitcoin Price : Understanding the price drivers of Bitcoinunder speculative environment
Master-uppsats, KTH/Industriell ekonomi och organisation (Inst.)Sammanfattning : In this paper, the price fluctuations of Bitcoin under speculative environment is studied. It has been seen that the market trend points out an existence of a speculative bubble. Over the course of the period from 2014 to 2018, the trend in price movements of bitcoin has proved to be strongly speculative. LÄS MER