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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας:	Mazed, Mashtura
Άλλοι συγγραφείς:	Majumdar, Mahabub Alam
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2019
Θέματα:	Stock price Time series ARIMA LSTM FB Prophet Computer science > Mathematics Stocks > Prices > Mathematical models
Διαθέσιμο Online:	http://hdl.handle.net/10361/12818

Παρόμοια τεκμήρια

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
ανά: Barua, Debalina
Έκδοση: (2023)

Stock market prediction using time series analysis
ανά: Hira, Farhan Islam, κ.ά.
Έκδοση: (2019)

Dhaka Stock Market analysis with ARIMA-LSTM Hybrid Model
ανά: Arnob, Raisul Islam, κ.ά.
Έκδοση: (2020)

Impact of fundamental factors on stock price: a case based approach on pharmaceutical companies listed with dhaka stock exchange
ανά: Haque, Samina, κ.ά.
Έκδοση: (2016)

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

Stock market prediction using ensemble learning
ανά: Rabbani, Rakin Bin, κ.ά.
Έκδοση: (2021)

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

Analysis of financial data on the time series using data from the stock market
ανά: Shachcha, Ifad Bhuiyan, κ.ά.
Έκδοση: (2022)

Comparative analysis of machine learning models for stock price analysis across different dataset sizes
ανά: Srabon, Abir Alam, κ.ά.
Έκδοση: (2023)

Analyzing area-wise air pollution level using machine learning for a better future
ανά: Sihan, Sk. Atik Tajwar, κ.ά.
Έκδοση: (2021)

Time-Series Forecasting of Ethereum Price using Long Short-Term Memory (LSTM) Networks
ανά: Al-Wasee, Mohammad Samin, κ.ά.
Έκδοση: (2022)

Stock price prediction
ανά: Das, Kaushik, κ.ά.
Έκδοση: (2023)

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

Stock Market Price movement prediction using RNN and Point-weight Sentiment
ανά: Uddin, S. M. Rageeb Noor, κ.ά.
Έκδοση: (2022)

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

Modelling nonlinear economic time series
ανά: Teräsvirta, Timo

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

Potential of the stock trade of Bangladesh: An overview of BRAC EPL stock brokerage
ανά: Binte Zahid, Jannat
Έκδοση: (2023)

The global stock market
ανά: Wójcik, Dariusz

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

Forecasting Dhaka stock exchange prices using machine learning models: a Performance analysis
ανά: Alam, Md. Iftekharul, κ.ά.
Έκδοση: (2024)

Monthly review, Aug-Jul 2004-2005.

Bitcoin price forecasting based on historical data
ανά: Roy, Shaily, κ.ά.
Έκδοση: (2018)

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

Irrational exuberance /
ανά: Shiller, Robert J.
Έκδοση: (2015)

Implementation of time series approaches to financial data
ανά: Sadat, Noshin Nawar
Έκδοση: (2016)

Volatility and time series econometrics

Price theory : principles and application /
ανά: Agarwal, O. M.
Έκδοση: (1993)

System Priors for Econometric Time Series /
ανά: Andrle, Michal
Έκδοση: (2016)

Demand forecasting on supply chain using ML and NN
ανά: Hridi, Naoshin Anzum, κ.ά.
Έκδοση: (2023)

Financial calculus : an introduction to derivative pricing /
ανά: Baxter, Martin, 1968-
Έκδοση: (1996)

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

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

Current stock market of Bangladesh
ανά: Tabassum, Mehnaj
Έκδοση: (2014)

Forecasting stock market prices using advanced tools of machine learning
ανά: Anwar, Md. Tawhid, κ.ά.
Έκδοση: (2019)

Common stock valuation of Orion Pharma Limited
ανά: Dina, Priya Darshini
Έκδοση: (2018)

SmartMoney stock picker's bible /
ανά: Huang, Nellie S.
Έκδοση: (2002)

Price theory : selected readings /
Έκδοση: (1971)

Analysis of financial time series /
ανά: Tsay, Ruey S., 1951-
Έκδοση: (2005)

Flight fare prediction using machine learning
ανά: Noyon, Md. Shaim Hosan, κ.ά.
Έκδοση: (2024)