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Stock Price Prediction Website Using Linear Regression - A Machine Learning Algorithm
Published 2023-01-01Subjects: Get full text
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Machine Learning for Predicting the Stock Price Direction with Trading Indicators
Published 2023-12-01Subjects: Get full text
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AEI-DNET: A Novel DenseNet Model with an Autoencoder for the Stock Market Predictions Using Stock Technical Indicators
Published 2022-02-01“…These STIs, along with the Yahoo finance data, were then fed into the 1D DenseNet. …”
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Macro Analysis on Apple Stock In order to determine investment value of Apple
Published 2022-01-01“…In this article, the author assumes 10,000 shares of Apple Inc stock from January 1, 2020, until August 2, 2022, and uses Yahoo Finance’s historical data to calculate past earnings levels, combined with the author’s macro analysis of Apple’s economic conditions and market conditions to conclude that Apple is well worth investing in over the next 3-5 years.…”
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Analyzing the Financial Resilience of Islamic Banks in Indonesia Amid the COVID-19 Pandemic: A Comparative Study of Stock Price Dynamics
Published 2023-12-01“…Stock price data was obtained from the Indonesia Stock Exchange and Yahoo Finance, with the research sample including Bank Syariah Indonesia, BTPN Syariah, and Bank Panin Dubai Syariah. …”
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Topological variability in financial markets
Published 2023-08-01“…Using individual stock price data from Yahoo! Finance, we find that the variation in the persistence landscape norm as well as other measures of persistence exhibit a marked increase followed by a decline prior to historic incidents. …”
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Investment portfolio optimization using evolutionary strategies
Published 2015“…The complete MATLAB program is tested on 30 selected stocks from Yahoo Finance over a period of 64 days. The MATLAB program is tested in different cases and the return of optimized portfolios in the output is compared with the initial portfolio, the efficient frontier and Dow Jones Industrial Average with Buy-and-Hold strategy.…”
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Investment Decision on Cryptocurrency: Comparing Prediction Performance Using ARIMA and LSTM
Published 2023-05-01“…Data was obtained by downloading from the Yahoo Finance website using Jupyter notebook. The LSTM method outperformed the ARIMA method, achieving a lower MAPE value of less than 10 percent and effectively capturing price movements, providing valuable information for decision-making.…”
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Financial time series forecast using artificial neural networks: a comparative in the 2008 crisis
Published 2018-03-01“…Therefore, time series of over a decade were extracted from Yahoo! Finance, including the period of the subprime crisis and its temporal neighborhoods. …”
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The Market Quality to Technical Analysis Performance: Intercountry Analysis
Published 2014-12-01“…This study uses the OSIRIS and Yahoo Finance databases. Using 21 countries with 50 companies for each country, this study finds that market quality affects technical analysis performance. …”
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PERAMALAN INDEKS HARGA SAHAM GABUNGAN (IHSG) DENGAN METODE FUZZY TIME SERIES MARKOV CHAIN
Published 2016-04-01“…Dalam penelitian ini, data bersumber dari <em>yahoo finance</em>. Data historis diambil dari data <em>Composite Indeks </em>(IHSG) periode Januari 2010 sampai dengan Februari 2014. …”
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Faktor-faktor yang mempengaruhi konservatisme akuntansi
Published 2018-11-01“…Data penelitian ini adalah data sekunder dari Bursa Efek Indonesia dan data harga saham harian dari Yahoo Finance. Sampel penelitian ini adalah 192 data observasi. …”
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AI-based stock price prediction
Published 2023“…Hence, by analyzing data from Yahoo! Finance and Twitter, the study provides an in-depth examination of the performance evaluation of the three models. …”
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Final Year Project (FYP) -
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Research on interaction of innovation spillovers in the AI, Fin-Tech, and IoT industries: considering structural changes accelerated by COVID-19
Published 2023-01-01“…Python was utilized to download public information from Yahoo Finance, and then the GARCH model was used to extract the fluctuations of cross-industry innovation spillovers. …”
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Determinants Analysis of Islamic and Conventional Banks Systemic Risk Potentiality: A Preliminary Study
Published 2022-04-01“…Furthermore, we use secondary data obtained from financial databases such as Yahoo Finance and the Indonesia Stock Exchange. This study adopts the systemic risk measurement offered by Fiordelisi and Marquez-Ibanez (2013). …”
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Stock Price Prediction using Facebook Prophet
Published 2022-01-01“…Stock price predictive models have been developed and run-on published stock data acquired from Yahoo Finance. Prophet is capable of generating daily, weekly and yearly seasonality along with holiday effects, by implementing regression models. …”
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THE INFLUENCE OF TAX AVOIDANCE, FOREIGN DIRECT INVESTMENT AND CAPITAL INTENSITY TOWARDS EARNING RESPONSE COEFFICIENT
Published 2020-12-01“…Data obtained from the IDX website, Yahoo Finance and website of certain companies. The population of this study are 135 observation data. …”
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Peningkatan Akurasi Metode Weighted Fuzzy Time Series Forecasting Menggunakan Algoritma Evolusi Differensial dan Fuzzy C-Means
Published 2023-10-01“…The information collected is secondary data obtained from the website www.yahoo.finance.com. The analysis conducted involves performing FCM classification to form interval classes and optimizing the forecasting results of the WFTS method with DE. …”
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Comparison of ARIMA and SARIMA for Forecasting Crude Oil Prices
Published 2023-03-01“…Forecasting is done on daily crude oil price data taken from Yahoo Finance from January 27, 2020 to January 25, 2023. …”
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Optimum Portfolio Analysis of Black-Litterman Model in The Indonesian Stock Exchange on Consumer Goods Industrial Sector
Published 2020-02-01“…This quantitative research used secondary data on stock prices of the consumer goods sector on the Indonesian Stock Exchange from January 2014 to December 2018 which was obtained from Yahoo Finance and the Indonesia Stock Exchange. Four stocks formed the optimum portfolio of consumer goods sector identified by using Black-Litterman model. …”
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