Stock price prediction using time series data

Stock price prediction using time series data

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.

Sonraí bibleagrafaíochta
Príomhchruthaitheoir:	Mazed, Mashtura
Rannpháirtithe:	Majumdar, Mahabub Alam
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2019
Ábhair:	Stock price Time series ARIMA LSTM FB Prophet Computer science > Mathematics Stocks > Prices > Mathematical models
Rochtain ar líne:	http://hdl.handle.net/10361/12818

Míreanna comhchosúla

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
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Dhaka Stock Market analysis with ARIMA-LSTM Hybrid Model
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Impact of fundamental factors on stock price: a case based approach on pharmaceutical companies listed with dhaka stock exchange
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Response of market price relative to fundamentals of stocks : a case based approach on pharmaceutical industry listed in DSE
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Stock market prediction using ensemble learning
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Macroeconomics variables and its effect on stock price of IDLC Finance Limited.
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Analysis of financial data on the time series using data from the stock market
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Comparative analysis of machine learning models for stock price analysis across different dataset sizes
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Analyzing area-wise air pollution level using machine learning for a better future
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Time-Series Forecasting of Ethereum Price using Long Short-Term Memory (LSTM) Networks
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Adverse effect of loan securitization on the stock prices of banks: empirical evidence from europe and america
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Stock Market Price movement prediction using RNN and Point-weight Sentiment
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Pre- and post- COVID-19 comparative stock return analysis on specific industries in Dhaka Stock Exchange
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Modelling nonlinear economic time series
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A case study on the financial outlook of Unilever in terms of stock valuation
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Potential of the stock trade of Bangladesh: An overview of BRAC EPL stock brokerage
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The global stock market
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Market efficiency in weak form: empirical evidence from Bangladesh Stock Market
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Monthly review, Aug-Jul 2004-2005.

Bitcoin price forecasting based on historical data
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Hang in There : Stock Market Reactions to Withdrawals of COVID-19 Stimulus Measures /
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Irrational exuberance /
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Implementation of time series approaches to financial data
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Volatility and time series econometrics

Price theory : principles and application /
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System Priors for Econometric Time Series /
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Demand forecasting on supply chain using ML and NN
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Financial calculus : an introduction to derivative pricing /
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A random walk down Wall Street : including a life-cycle guide to personal investing /
de réir: Malkiel, Burton Gordon
Foilsithe / Cruthaithe: (1999)

Sensitiveness of stock market returns to macroeconomic determinants; an empirical study on the pharmaceutical industry of Dhaka Stock Exchange
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Current stock market of Bangladesh
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Forecasting stock market prices using advanced tools of machine learning
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Common stock valuation of Orion Pharma Limited
de réir: Dina, Priya Darshini
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SmartMoney stock picker's bible /
de réir: Huang, Nellie S.
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Price theory : selected readings /
Foilsithe / Cruthaithe: (1971)

Analysis of financial time series /
de réir: Tsay, Ruey S., 1951-
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Flight fare prediction using machine learning
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