Results 21 to 30 of about 2,297,891 (304)

A CNN-LSTM-Based Model to Forecast Stock Prices

open access: yesComplex, 2020
Stock price data have the characteristics of time series. At the same time, based on machine learning long short-term memory (LSTM) which has the advantages of analyzing relationships among time series data through its memory function, we propose a ...
Wenjie Lu   +4 more
semanticscholar   +1 more source

COVID-19 pandemic, oil prices, stock market, geopolitical risk and policy uncertainty nexus in the US economy: Fresh evidence from the wavelet-based approach

open access: yesInternational Review of Financial Analysis, 2020
In this paper, we analyze the connectedness between the recent spread of COVID-19, oil price volatility shock, the stock market, geopolitical risk and economic policy uncertainty in the US within a time-frequency framework.
Arshian Sharif, C. Aloui, L. Yarovaya
semanticscholar   +1 more source

Analysis of the Effect of Stock Split Corporate Action on Stock Prices with Liquidity as an Intervening Variable

open access: yesJurnal Manajemen Dan Kewirausahaan, 2022
This research aims to look at the effect of stock splits on stock prices with variable liquidity as intervening. The research sample consisted of 83 companies on the Indonesia Stock Exchange (IDX) that conducted a stock split corporate action in the ...
Muhammad Ilham Maulana, Indah Yuliana
doaj   +1 more source

An empirical analysis of internal and external factors of stock pricing: evidence from Indonesia [PDF]

open access: yesProblems and Perspectives in Management, 2017
Stock prices change from time to time along with the latest conditions and information derived by investors dealing with the outlook for the company. Changes in stock prices are probably triggered by various factors, both internal and external, coming ...
Hesty Juni Tambuati Subing   +2 more
doaj   +1 more source

The influence of fundamental factors on stock price in food and beverage subsector companies listed on the IDX for the 2017-2021 period

open access: yesReview of Management, Accounting, and Business Studies, 2022
This study aims to specify:  To analyze the effects of leverage, liquidity, and profitability on stock prices of food and beverage companies listed on the Indonesia Stock Exchange for the 2017-2021 period.
Yuhilma Nur Avanti   +1 more
doaj   +1 more source

Pricing stocks with yardsticks and sentiments [PDF]

open access: yesAlgorithmic Finance, 2011
Human decision making by professionals trading daily in the stock market can be a daunting task. It includes decisions on whether to keep on investing or to exit from a market subject to huge price swings, and also how to price in news or rumors attributed to a specific stock.
Sebastían Martínez Bustos   +5 more
openaire   +4 more sources

Analyzing the Impact of Financial News Sentiments on Stock Prices—A Wavelet Correlation

open access: yesMathematics, 2023
This study investigates the complex interplay between public sentiment, as captured through news titles and descriptions, and the stock prices of three major tech companies: Microsoft (MSFT), Tesla (TSLA), and Apple (AAPL). Leveraging advanced analytical
Marian Pompiliu Cristescu   +4 more
doaj   +1 more source

Asymmetric reactions of stock prices and industrial output to exchange rate shocks: Multiple threshold nonlinear autoregressive distributed lag framework [PDF]

open access: yesEkonomski Anali, 2023
Motivated by swings in the exchange rate of many developing economies which exert influence on firms’ input costs, output, stock prices, and profits, the study investigated the asymmetric reactions of stock prices and industrial output to ...
Odionye Joseph Chukwudi   +1 more
doaj   +1 more source

Predicting Stock Prices with FinBERT-LSTM: Integrating News Sentiment Analysis [PDF]

open access: yesInternational Conference on Cloud and Big Data Computing
The stock market's ascent typically mirrors the flourishing state of the economy, whereas its decline is often an indicator of an economic downturn. Therefore, for a long time, significant correlation elements for predicting trends in financial stock ...
Wen jun Gu   +6 more
semanticscholar   +1 more source

TESTING THE RELATIONSHIP BETWEEN EXCHANGE RATE AND STOCK PRICE IN THE ASEAN COUNTRIES

open access: yesEconomic Journal of Emerging Markets, 2011
The aim of this paper is to investigate the statistical relationship between stock prices and exchange rates in ASEAN from 1993–2006. Using Engle-Granger test, it finds that the re-lationship between stock prices and exchange rates is characterized by a ...
Dwipraptono Agus Harjito
doaj   +7 more sources

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