Scinovex
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

1International Journal of Statistics and Applied Mathematics cover
12h-index

Articles on Scinovex in this research area

58 articles, most cited first · page 1 of 2

  1. Modelling and prediction of coastal Andhra rainfall using ARIMA and ANN models
    International Journal of Statistics and Applied Mathematics · 2020 · 12 citations · AI summary
  2. An empirical assessment of asset value function for capital market price changes
    International Journal of Statistics and Applied Mathematics · 2023 · 6 citations
  3. A time series evaluation of the asymmetric nature of heteroscedasticity: an EGARCH approach
    International Journal of Statistics and Applied Mathematics · 2017 · 5 citations
  4. Time series forecasting of price for oilseed crops by combining ARIMA and ANN
    International Journal of Statistics and Applied Mathematics · 2023 · 4 citations · AI summary
  5. Efficacy of time series forecasting (ARIMA) in post-COVID econometric analysis
    International Journal of Statistics and Applied Mathematics · 2020 · 4 citations · AI summary
  6. Application of ARIMA model for forecasts analysis of yield and area of peanut in India
    International Journal of Statistics and Applied Mathematics · 2021 · 3 citations
  7. Forecasting EGX30 index time series using vector autoregressive models VARS
    International Journal of Statistics and Applied Mathematics · 2021 · 3 citations · AI summary
  8. A regression model for crypto-currency price
    International Journal of Statistics and Applied Mathematics · 2018 · 3 citations · AI summary
  9. Modelling the volatility of the Ghana stock market: A comparative study
    International Journal of Statistics and Applied Mathematics · 2023 · 2 citations
  10. Application of long short term memory to forecast tomato prices
    International Journal of Agriculture Extension and Social Development · 2024 · 1 citations · AI summary
  11. Modelling long memory in volatility for weekly jute prices in the Malda district, West Bengal
    International Journal of Statistics and Applied Mathematics · 2023 · 1 citations
  12. Impact of exogenous and endogenous variables in time series analysis, exchange rate in turkey as case study
    International Journal of Statistics and Applied Mathematics · 2022 · 1 citations · AI summary
  13. Prediction of rainfall by using extreme gradient boost (XG boost) in Vishakapattanam area, Andhra Pradesh
    International Journal of Statistics and Applied Mathematics · 2021 · 1 citations · AI summary
  14. Relationship between selected macroeconomic variables and S&P BSE index: A statistical analysis
    International Journal of Statistics and Applied Mathematics · 2020 · 1 citations · AI summary
  15. Performance analysis of the loan repayment by poor borrowers in rural areas of saccos in Njombe, Tanzania by using time series arima modelling
    International Journal of Statistics and Applied Mathematics · 2019 · 1 citations
  16. Goodness of fit tests for parameters of forecasting models
    International Journal of Statistics and Applied Mathematics · 2018 · 1 citations · AI summary
  17. Stock market prediction using time series analysis
    International Journal of Statistics and Applied Mathematics · 2018 · 1 citations · AI summary
  18. Time series modelling with application to Kenya’s inflation data comparison of ARIMA and ARCH models
    International Journal of Statistics and Applied Mathematics · 2017 · 1 citations · AI summary
  19. Study on forecasting of Indian onion export price using machine learning techniques-based hybrid models
    International Journal of Advanced Biochemistry Research · 2026 · 0 citations
  20. A comparative study of time series and wavelet-based models for accurate Mesta price forecasting in Andhra Pradesh
    International Journal of Advanced Biochemistry Research · 2026 · 0 citations
  21. A nonlinear time series framework for forecasting weekly tomato prices in Chikkaballapura Market, Karnataka
    International Journal of Agriculture Extension and Social Development · 2026 · 0 citations
  22. A hybrid time series modeling framework for banana area and production in Assam
    International Journal of Agriculture Extension and Social Development · 2026 · 0 citations
  23. Modelling of Jowar production in Karnataka state - A hybrid approach
    International Journal of Agriculture and Food Science · 2026 · 0 citations
  24. Structural time series modelling and price forecasting for groundnut in major APMC markets of Gujarat, India
    International Journal of Statistics and Applied Mathematics · 2026 · 0 citations
  25. Forecasting onion price volatility in Madhya Pradesh markets using Arma-Garch models
    International Journal of Statistics and Applied Mathematics · 2026 · 0 citations
  26. Artificial intelligence techniques for short-term weather prediction
    International Journal of Statistics and Applied Mathematics · 2026 · 0 citations
  27. Evaluation of major seasonal decomposition methods: Assessing the performance of STL, X-13 ARIMA-SEATS, and seasonal naïve for optimizing model performance
    International Journal of Statistics and Applied Mathematics · 2026 · 0 citations
  28. Comparative evaluation of ARIMA and machine learning models for paddy price forecasting in Gujarat
    International Journal of Advanced Biochemistry Research · 2026 · 0 citations
  29. 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
  30. Comparative evaluation of statistical, machine learning and deep learning models for multivariate daily rainfall forecasting
    International Journal of Advanced Biochemistry Research · 2026 · 0 citations
  31. Comprehensive assessment of machine learning models for stream flow prediction in a tropical arid river basin of India
    International Journal of Research in Agronomy · 2026 · 0 citations
  32. Forecasting Tandur redgram wholesale prices using extreme gradient boosting with weather inputs: A comparison with ARIMA and holt-winters models
    International Journal of Research in Agronomy · 2026 · 0 citations
  33. Modified van der pol oscillator model for profit-taking and re-entry dynamics in stock markets
    International Journal of Statistics and Applied Mathematics · 2026 · 0 citations
  34. Forecasting of prices of top vegetables in APMC of Meerut district, Uttar Pradesh
    International Journal of Agriculture Extension and Social Development · 2026 · 0 citations
  35. Modeling and forecasting volatility in the Iraq stock exchange: A survey study using ARCH and GARCH models
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  36. Enhancing wheat price forecasting with fuzzy time series: A case study from Birbhum District of West Bengal
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  37. Fusing copula-based anomaly detection with ensemble machine learning models for real-time and interpretable financial fraud detection
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  38. Assessing temporal price dynamics of tomatoes in Jabalpur District of India
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  39. Forecasting of mango prices by simple linear arima model
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  40. An ARIMA model approach to forecasting and comparing black gram, green gram, and red gram production in Tamil Nadu
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  41. A comparative study of time series approaches for cotton price forecasting in Adoni market of Andhra Pradesh
    International Journal of Agriculture and Food Science · 2025 · 0 citations · AI summary
  42. Garch modeling of Nigerian stock exchange market capitalization
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  43. Long-memory dynamics and weather-adjusted forecasting of greengram prices: A comparative analysis of ARFIMA, ARIMAX and ARFIMAX models
    International Journal of Research in Agronomy · 2025 · 0 citations
  44. A volume-mediated push-pull force model for spot price dynamics in equity markets
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  45. Comparative analysis of time series forecasting: Traditional Statistical Approaches vs. Machine Learning Methods
    International Journal of Agriculture Extension and Social Development · 2024 · 0 citations · AI summary
  46. Exploring time series forecasting with Arima extensions with applications to Chilean copper production trends
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  47. Chen’s model to understand the invariant fuzzy time series model through maize production in India
    International Journal of Statistics and Applied Mathematics · 2023 · 0 citations · AI summary
  48. Forecasting petrol prices in India using neural networks models
    International Journal of Statistics and Applied Mathematics · 2021 · 0 citations
  49. Analysis of S&P 500 stocks: Long-term vs short-term investment
    International Journal of Statistics and Applied Mathematics · 2021 · 0 citations · AI summary
  50. Comparative analysis of FTSM for predicting agricultural crop yield
    International Journal of Statistics and Applied Mathematics · 2020 · 0 citations · AI summary