Stock market prediction using time series analysis

Stock market prediction using time series analysis

This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.

Dettagli Bibliografici
Autori principali:	Hira, Farhan Islam, Maruf, Mazharul Ferdous, Hossain, Afzal
Altri autori:	Arif, Hossain
Natura:	Tesi
Lingua:	English
Pubblicazione:	BRAC University 2019
Soggetti:	Stock market Time series analysis Prediction statistical mechanics type models Statistical Theory and Methods.
Accesso online:	http://hdl.handle.net/10361/11427

Documenti analoghi

Stock price prediction using time series data
di: Mazed, Mashtura
Pubblicazione: (2019)

Stock market prediction using ensemble learning
di: Rabbani, Rakin Bin, et al.
Pubblicazione: (2021)

Prediction on large scale data using extreme gradient boosting
di: Sawon, Md.Tariq Hasan, et al.
Pubblicazione: (2016)

Modelling nonlinear economic time series
di: Teräsvirta, Timo

Volatility and time series econometrics

System Priors for Econometric Time Series /
di: Andrle, Michal
Pubblicazione: (2016)

Stock price prediction
di: Das, Kaushik, et al.
Pubblicazione: (2023)

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

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

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

Agricultural analysis and crop yield prediction of Habiganj using multispectral bands of satellite imagery with machine learning
di: Shahrin, Fariha, et al.
Pubblicazione: (2021)

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

Predicting temperature of major cities using machine learning and deep learning
di: Jaharabi, Wasiou, et al.
Pubblicazione: (2024)

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

Advanced statistical mechanics
di: McCoy, Barry M.

Statistical mechanics /
di: Huang, Kerson, 1928-
Pubblicazione: (2003)

Statistical mechanics : entropy, order parameters, and complexity /
Pubblicazione: (2006)

Elementary statistical physics /
di: Kittel, Charles
Pubblicazione: (1958)

Fundamentals of statistical and thermal physics /
di: Reif, F. 1927-
Pubblicazione: (1965)

Stock price forecasting using Bayesian network
di: Tabassum, Parisa, et al.
Pubblicazione: (2018)

The use of statistics : a handbook for co-operatives /
di: Pickett, Liam E.
Pubblicazione: (1975)

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

Weather Pattern Extraction using Statistical Methods & Machine Learning Techniques
di: Habib, Adria Binte
Pubblicazione: (2021)

Statistical mechanics /
di: McQuarrie, Donald A. (Donald Allan)
Pubblicazione: (2003)

Statistical mechanics /
di: Pathria, R. K.
Pubblicazione: (2011)

Thermodynamics and an introduction to thermostatistics /
di: Callen, Herbert B.
Pubblicazione: (1985)

Poverty lines in theory and practice /
di: Ravallion, Martin
Pubblicazione: (1998)

Statistical modeling for management /
di: Hutcheson, Graeme
Pubblicazione: (2008)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
di: Boateng, Albert, et al.
Pubblicazione: (2024)

Avoid Filling Swiss Cheese with Whipped Cream : Imputation Techniques and Evaluation Procedures for Cross-Country Time Series /
di: Weber, Michael
Pubblicazione: (2011)

Flight fare prediction using machine learning
di: Noyon, Md. Shaim Hosan, et al.
Pubblicazione: (2024)

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

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
di: Maliha, Miftahul Zannat, et al.
Pubblicazione: (2023)

Predicting Urban trends of growth with Google Earth Engine
di: Islam, Rifah Tasmiah, et al.
Pubblicazione: (2023)

Behavioural analysis of factors influencing online food ordering and its relation to obesity
di: Labib, S. M. Fazle Rabby, et al.
Pubblicazione: (2023)

RED-LSTM: Real time emotion detection using LSTM
di: Labiba, Mansura Rahman, et al.
Pubblicazione: (2023)

The global stock market
di: Wójcik, Dariusz

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

Statistical techniques in business & economics /
di: Lind, Douglas A.
Pubblicazione: (2002)

Statistics for management /
di: Levin, Richard I.
Pubblicazione: (1997)