Social Sciences → Decision Sciences → Management Science and Operations Research
Stock Market Forecasting Methods
This cluster of papers focuses on predicting stock market trends and movements using various techniques such as time series forecasting, neural networks, deep learning, support vector machines, sentiment analysis, and Twitter data. The research explores the application of these methods to financial time series data for stock market prediction.
83.4K works worldwide518.3K citations
Stock Market PredictionTime Series ForecastingNeural NetworksFinancial Time SeriesDeep LearningSupport Vector MachinesLSTM NetworksForecasting ModelsSentiment AnalysisTwitter Data
Journals publishing in this area
Articles on Scinovex in this research area
58 articles, most cited first · page 1 of 2
- Modelling and prediction of coastal Andhra rainfall using ARIMA and ANN modelsInternational Journal of Statistics and Applied Mathematics · 2020 · 12 citations · AI summary
- An empirical assessment of asset value function for capital market price changesInternational Journal of Statistics and Applied Mathematics · 2023 · 6 citations
- A time series evaluation of the asymmetric nature of heteroscedasticity: an EGARCH approachInternational Journal of Statistics and Applied Mathematics · 2017 · 5 citations
- Time series forecasting of price for oilseed crops by combining ARIMA and ANNInternational Journal of Statistics and Applied Mathematics · 2023 · 4 citations · AI summary
- Efficacy of time series forecasting (ARIMA) in post-COVID econometric analysisInternational Journal of Statistics and Applied Mathematics · 2020 · 4 citations · AI summary
- Application of ARIMA model for forecasts analysis of yield and area of peanut in IndiaInternational Journal of Statistics and Applied Mathematics · 2021 · 3 citations
- Forecasting EGX30 index time series using vector autoregressive models VARSInternational Journal of Statistics and Applied Mathematics · 2021 · 3 citations · AI summary
- A regression model for crypto-currency priceInternational Journal of Statistics and Applied Mathematics · 2018 · 3 citations · AI summary
- Modelling the volatility of the Ghana stock market: A comparative studyInternational Journal of Statistics and Applied Mathematics · 2023 · 2 citations
- Application of long short term memory to forecast tomato pricesInternational Journal of Agriculture Extension and Social Development · 2024 · 1 citations · AI summary
- Modelling long memory in volatility for weekly jute prices in the Malda district, West BengalInternational Journal of Statistics and Applied Mathematics · 2023 · 1 citations
- Impact of exogenous and endogenous variables in time series analysis, exchange rate in turkey as case studyInternational Journal of Statistics and Applied Mathematics · 2022 · 1 citations · AI summary
- Prediction of rainfall by using extreme gradient boost (XG boost) in Vishakapattanam area, Andhra PradeshInternational Journal of Statistics and Applied Mathematics · 2021 · 1 citations · AI summary
- Relationship between selected macroeconomic variables and S&P BSE index: A statistical analysisInternational Journal of Statistics and Applied Mathematics · 2020 · 1 citations · AI summary
- Performance analysis of the loan repayment by poor borrowers in rural areas of saccos in Njombe, Tanzania by using time series arima modellingInternational Journal of Statistics and Applied Mathematics · 2019 · 1 citations
- Goodness of fit tests for parameters of forecasting modelsInternational Journal of Statistics and Applied Mathematics · 2018 · 1 citations · AI summary
- Stock market prediction using time series analysisInternational Journal of Statistics and Applied Mathematics · 2018 · 1 citations · AI summary
- Time series modelling with application to Kenya’s inflation data comparison of ARIMA and ARCH modelsInternational Journal of Statistics and Applied Mathematics · 2017 · 1 citations · AI summary
- Study on forecasting of Indian onion export price using machine learning techniques-based hybrid modelsInternational Journal of Advanced Biochemistry Research · 2026 · 0 citations
- A comparative study of time series and wavelet-based models for accurate Mesta price forecasting in Andhra PradeshInternational Journal of Advanced Biochemistry Research · 2026 · 0 citations
- A nonlinear time series framework for forecasting weekly tomato prices in Chikkaballapura Market, KarnatakaInternational Journal of Agriculture Extension and Social Development · 2026 · 0 citations
- A hybrid time series modeling framework for banana area and production in AssamInternational Journal of Agriculture Extension and Social Development · 2026 · 0 citations
- Modelling of Jowar production in Karnataka state - A hybrid approachInternational Journal of Agriculture and Food Science · 2026 · 0 citations
- Structural time series modelling and price forecasting for groundnut in major APMC markets of Gujarat, IndiaInternational Journal of Statistics and Applied Mathematics · 2026 · 0 citations
- Forecasting onion price volatility in Madhya Pradesh markets using Arma-Garch modelsInternational Journal of Statistics and Applied Mathematics · 2026 · 0 citations
- Artificial intelligence techniques for short-term weather predictionInternational Journal of Statistics and Applied Mathematics · 2026 · 0 citations
- Evaluation of major seasonal decomposition methods: Assessing the performance of STL, X-13 ARIMA-SEATS, and seasonal naïve for optimizing model performanceInternational Journal of Statistics and Applied Mathematics · 2026 · 0 citations
- Comparative evaluation of ARIMA and machine learning models for paddy price forecasting in GujaratInternational Journal of Advanced Biochemistry Research · 2026 · 0 citations
- Optimizing model selection and forecasting accuracy in seasonal time series using modern experimental design approaches (DOE)International Journal of Statistics and Applied Mathematics · 2026 · 0 citations
- Comparative evaluation of statistical, machine learning and deep learning models for multivariate daily rainfall forecastingInternational Journal of Advanced Biochemistry Research · 2026 · 0 citations
- Comprehensive assessment of machine learning models for stream flow prediction in a tropical arid river basin of IndiaInternational Journal of Research in Agronomy · 2026 · 0 citations
- Forecasting Tandur redgram wholesale prices using extreme gradient boosting with weather inputs: A comparison with ARIMA and holt-winters modelsInternational Journal of Research in Agronomy · 2026 · 0 citations
- Modified van der pol oscillator model for profit-taking and re-entry dynamics in stock marketsInternational Journal of Statistics and Applied Mathematics · 2026 · 0 citations
- Forecasting of prices of top vegetables in APMC of Meerut district, Uttar PradeshInternational Journal of Agriculture Extension and Social Development · 2026 · 0 citations
- Modeling and forecasting volatility in the Iraq stock exchange: A survey study using ARCH and GARCH modelsInternational Journal of Statistics and Applied Mathematics · 2025 · 0 citations
- Enhancing wheat price forecasting with fuzzy time series: A case study from Birbhum District of West BengalInternational Journal of Statistics and Applied Mathematics · 2025 · 0 citations
- Fusing copula-based anomaly detection with ensemble machine learning models for real-time and interpretable financial fraud detectionInternational Journal of Statistics and Applied Mathematics · 2025 · 0 citations
- Assessing temporal price dynamics of tomatoes in Jabalpur District of IndiaInternational Journal of Statistics and Applied Mathematics · 2025 · 0 citations
- Forecasting of mango prices by simple linear arima modelInternational Journal of Statistics and Applied Mathematics · 2025 · 0 citations
- An ARIMA model approach to forecasting and comparing black gram, green gram, and red gram production in Tamil NaduInternational Journal of Statistics and Applied Mathematics · 2025 · 0 citations
- A comparative study of time series approaches for cotton price forecasting in Adoni market of Andhra PradeshInternational Journal of Agriculture and Food Science · 2025 · 0 citations · AI summary
- Garch modeling of Nigerian stock exchange market capitalizationInternational Journal of Statistics and Applied Mathematics · 2025 · 0 citations
- Long-memory dynamics and weather-adjusted forecasting of greengram prices: A comparative analysis of ARFIMA, ARIMAX and ARFIMAX modelsInternational Journal of Research in Agronomy · 2025 · 0 citations
- A volume-mediated push-pull force model for spot price dynamics in equity marketsInternational Journal of Statistics and Applied Mathematics · 2025 · 0 citations
- Comparative analysis of time series forecasting: Traditional Statistical Approaches vs. Machine Learning MethodsInternational Journal of Agriculture Extension and Social Development · 2024 · 0 citations · AI summary
- Exploring time series forecasting with Arima extensions with applications to Chilean copper production trendsInternational Journal of Statistics and Applied Mathematics · 2024 · 0 citations
- Chen’s model to understand the invariant fuzzy time series model through maize production in IndiaInternational Journal of Statistics and Applied Mathematics · 2023 · 0 citations · AI summary
- Forecasting petrol prices in India using neural networks modelsInternational Journal of Statistics and Applied Mathematics · 2021 · 0 citations
- Analysis of S&P 500 stocks: Long-term vs short-term investmentInternational Journal of Statistics and Applied Mathematics · 2021 · 0 citations · AI summary
- Comparative analysis of FTSM for predicting agricultural crop yieldInternational Journal of Statistics and Applied Mathematics · 2020 · 0 citations · AI summary

