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Research on Improved GRU-Based Stock Price Prediction Method.
Publication Type: Academic Journal
Source(s): Applied Sciences (2076-3417). Aug2023, Vol. 13 Issue 15, p8813. 18p.
Abstract: The prediction of stock prices holds significant implications for researchers and investors evaluating stock value and risk. In recent years, researchers have increasingly replaced traditional machine learning methods with deep learning approaches in t...
Prediction of the Stock Prices at Uganda Securities Exchange Using the Exponential Ornstein–Uhlenbeck Model.
Publication Type: Academic Journal
Source(s): International Journal of Mathematics & Mathematical Sciences. 7/20/2023, p1-8. 8p.
Abstract: We use the exponential Ornstein–Uhlenbeck model to predict the stock price dynamics over some finite time horizon of interest. The predictions are the key to the investors in a financial market because they provide vital reference information for decis...
Machine Learning and the Stock Market.
Publication Type: Academic Journal
Source(s): Journal of Financial & Quantitative Analysis. Jun2023, Vol. 58 Issue 4, p1431-1472. 42p.
Abstract: Practitioners allocate substantial resources to technical analysis whereas academic theories of market efficiency rule out technical trading profitability. We study this long-standing puzzle by applying a diverse set of machine learning algorithms. The...
Pricing Implications of Noise.
Publication Type: Academic Journal
Source(s): Review of Financial Studies. Jun2023, Vol. 36 Issue 6, p2468-2508. 41p.
Abstract: We study the interaction between noisy demand and skewed asset payoffs. In our model, price as a function of quantities is convex in a neighborhood around zero if and only if skewness is positive. The combination of convexity and noise produces the idi...
FAKTOR-FAKTOR YANG MEMPENGARUHI NILAI PERUSAHAAN DAN HARGA SAHAM PERUSAHAAN LQ45 DI BURSA EFEK INDONESIA.
Publication Type: Academic Journal
Source(s): Journal of Syntax Literate. jul2023, Vol. 8 Issue 7, p5167-5178. 12p.
Abstract: Perekonomian indonesia diperkirakan akan tumbuh lebih cepat pada tahun 2016 dibandingkan tahun sebelumnya hal ini disebabkan karena adanya investasi yang merupakan salah satu faktor yang mendorong pertumbuhan ekonomi, Harga saham dapat dipengaruhi oleh...
VALUE RELEVANCE OF FINANCIAL INFORMATION: EMPIRICAL EVIDENCE FROM INDONESIA.
Publication Type: Academic Journal
Source(s): Journal of Social Research. Jul2023, Vol. 2 Issue 8, p2698-2708. 11p.
Abstract: This research aims to analyze the factors that influence stock prices. The independent variables in this research are book value per share, dividends per share, earnings per share, operating cash flow per share, and return on assets, while the dependen...
The Effect of Company Fundamentals on Sharia Stock Prices with Earning Per Share as a Moderating Variable in Jakarta Islamic Index 70 Period 2018-2021.
Publication Type: Academic Journal
Source(s): Journal of Social Science (2720-9938). Jul2023, Vol. 4 Issue 4, p1111-1124. 14p.
Abstract: An investor who wants to invest must consider his investment goals, by looking at the range of the length of time to anticipate risks that may occur as little as possible. So the most important thing for investors is to understand what investment instr...
A Fuzzy Multi-Criteria Evaluation System for Share Price Prediction: A Tesla Case Study.
Publication Type: Academic Journal
Source(s): Mathematics (2227-7390). Jul2023, Vol. 11 Issue 13, p3033. 17p.
Abstract: The article presents the predictive capabilities of a fuzzy multi-criteria evaluation system that operates on the basis of a non-fuzzy neural approach, but also one that is capable of implementing a learning paradigm and working with vague concepts. Wi...
Predicting High-Frequency Stock Movement with Differential Transformer Neural Network.
Publication Type: Academic Journal
Source(s): Electronics (2079-9292). Jul2023, Vol. 12 Issue 13, p2943. 15p.
Abstract: Predicting stock prices has long been the holy grail for providing guidance to investors. Extracting effective information from Limit Order Books (LOBs) is a key point in high-frequency trading based on stock-movement forecasting. LOBs offer many detai...
Are Stock Prices and the Turkish Money Demand Function Related?
Publication Type: Academic Journal
Source(s): Sosyoekonomi. Jul2023, Vol. 31 Issue 57, p157-177. 21p.
Abstract: Bu çalışma, Otoregresif Dağıtılmış Gecikme (ARDL) ve Granger nedensellik testi kullanarak hem M1 hem de M2 para talebinin reel gelir, mevduat faiz oranı, reel döviz kurları ve reel hisse senedi fiyatları ile eşbütünleşme ilişkisi sergilediğini gösterme...