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.

Bibliografische gegevens
Hoofdauteur:	Mazed, Mashtura
Andere auteurs:	Majumdar, Mahabub Alam
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2019
Onderwerpen:	Stock price Time series ARIMA LSTM FB Prophet Computer science > Mathematics Stocks > Prices > Mathematical models
Online toegang:	http://hdl.handle.net/10361/12818

Gelijkaardige items

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
door: Barua, Debalina
Gepubliceerd in: (2023)

Stock market prediction using time series analysis
door: Hira, Farhan Islam, et al.
Gepubliceerd in: (2019)

Dhaka Stock Market analysis with ARIMA-LSTM Hybrid Model
door: Arnob, Raisul Islam, et al.
Gepubliceerd in: (2020)

Impact of fundamental factors on stock price: a case based approach on pharmaceutical companies listed with dhaka stock exchange
door: Haque, Samina, et al.
Gepubliceerd in: (2016)

Response of market price relative to fundamentals of stocks : a case based approach on pharmaceutical industry listed in DSE
door: Faruquee, Murtaza
Gepubliceerd in: (2013)

Stock market prediction using ensemble learning
door: Rabbani, Rakin Bin, et al.
Gepubliceerd in: (2021)

Macroeconomics variables and its effect on stock price of IDLC Finance Limited.
door: Al Rashid, Eshrak
Gepubliceerd in: (2023)

Analysis of financial data on the time series using data from the stock market
door: Shachcha, Ifad Bhuiyan, et al.
Gepubliceerd in: (2022)

Comparative analysis of machine learning models for stock price analysis across different dataset sizes
door: Srabon, Abir Alam, et al.
Gepubliceerd in: (2023)

Analyzing area-wise air pollution level using machine learning for a better future
door: Sihan, Sk. Atik Tajwar, et al.
Gepubliceerd in: (2021)

Time-Series Forecasting of Ethereum Price using Long Short-Term Memory (LSTM) Networks
door: Al-Wasee, Mohammad Samin, et al.
Gepubliceerd in: (2022)

Stock price prediction
door: Das, Kaushik, et al.
Gepubliceerd in: (2023)

Adverse effect of loan securitization on the stock prices of banks: empirical evidence from europe and america
door: Rahman, Sharmin Shabnam
Gepubliceerd in: (2016)

Stock Market Price movement prediction using RNN and Point-weight Sentiment
door: Uddin, S. M. Rageeb Noor, et al.
Gepubliceerd in: (2022)

Pre- and post- COVID-19 comparative stock return analysis on specific industries in Dhaka Stock Exchange
door: Yasar, Samin
Gepubliceerd in: (2022)

Modelling nonlinear economic time series
door: Teräsvirta, Timo

A case study on the financial outlook of Unilever in terms of stock valuation
door: Shaikat, MD Shahriar Talukder
Gepubliceerd in: (2021)

Potential of the stock trade of Bangladesh: An overview of BRAC EPL stock brokerage
door: Binte Zahid, Jannat
Gepubliceerd in: (2023)

The global stock market
door: Wójcik, Dariusz

Market efficiency in weak form: empirical evidence from Bangladesh Stock Market
door: Hossain, Md. Delowar
Gepubliceerd in: (2019)

Forecasting Dhaka stock exchange prices using machine learning models: a Performance analysis
door: Alam, Md. Iftekharul, et al.
Gepubliceerd in: (2024)

Monthly review, Aug-Jul 2004-2005.

Bitcoin price forecasting based on historical data
door: Roy, Shaily, et al.
Gepubliceerd in: (2018)

Hang in There : Stock Market Reactions to Withdrawals of COVID-19 Stimulus Measures /
door: Chan-Lau, Jorge
Gepubliceerd in: (2020)

Irrational exuberance /
door: Shiller, Robert J.
Gepubliceerd in: (2015)

Implementation of time series approaches to financial data
door: Sadat, Noshin Nawar
Gepubliceerd in: (2016)

Volatility and time series econometrics

Price theory : principles and application /
door: Agarwal, O. M.
Gepubliceerd in: (1993)

System Priors for Econometric Time Series /
door: Andrle, Michal
Gepubliceerd in: (2016)

Demand forecasting on supply chain using ML and NN
door: Hridi, Naoshin Anzum, et al.
Gepubliceerd in: (2023)

Financial calculus : an introduction to derivative pricing /
door: Baxter, Martin, 1968-
Gepubliceerd in: (1996)

A random walk down Wall Street : including a life-cycle guide to personal investing /
door: Malkiel, Burton Gordon
Gepubliceerd in: (1999)

Sensitiveness of stock market returns to macroeconomic determinants; an empirical study on the pharmaceutical industry of Dhaka Stock Exchange
door: Tasrin, Ibnat
Gepubliceerd in: (2024)

Current stock market of Bangladesh
door: Tabassum, Mehnaj
Gepubliceerd in: (2014)

Forecasting stock market prices using advanced tools of machine learning
door: Anwar, Md. Tawhid, et al.
Gepubliceerd in: (2019)

Common stock valuation of Orion Pharma Limited
door: Dina, Priya Darshini
Gepubliceerd in: (2018)

SmartMoney stock picker's bible /
door: Huang, Nellie S.
Gepubliceerd in: (2002)

Price theory : selected readings /
Gepubliceerd in: (1971)

Analysis of financial time series /
door: Tsay, Ruey S., 1951-
Gepubliceerd in: (2005)

Flight fare prediction using machine learning
door: Noyon, Md. Shaim Hosan, et al.
Gepubliceerd in: (2024)