KaroRonty/StockIndicesPrediction

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Language
R
Created about 4 years ago
Updated over 3 years ago

KaroRonty/StockIndicesPrediction

KaroRonty

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Master's Thesis NHH

SelfOrganizingStockMarket

Analysis of the US stock market using Kohonen's SOM algorithm

StockMarketLongTermForecast

Forecasting the S&P 500 ten years into the future using a variety of time series models

TheMostImportantChart

Exploring the historical returns of the S&P 500

BearMarkets

Exploring bear markets of the S&P 500

StockMarketCrashProbability

Visualization of logistic regressions for forecasting stock market crash probability using Shiller CAPE

PortfolioVisualizer

A stacked bar graph visualization of an investment portfolio

MovieVisualization

Exploring visualization and modelling techniques through movie datasets

CAPEFormationAndReturnPeriods

Analysis of the best formation and return periods for CAPE calculation

FinancialDeepLearning

Deep learning methods applied to crypto news and price data

Jupyter Notebook

ValuationPercentiles

Plots valuation percentiles using historical data by Shiller & Goyal

ContrarianStrategy

Backtest of contrarian investing strategies using data by Kenneth French

ValuationMeanReversion

Visualization of the mean reverting nature of stock market valuations

ForecastDashboard

Dashboard for forecast plots and accuracy measures using Shiny and Plotly

MonthlyInvestingMonteCarlo

Monte Carlo analysis for investing monthly with different volatilities

GroceryStoreAnalysis

Descriptive, RFM and price elasticity analysis done on Ta Feng grocery store data

StockMarketLSTM

Testing the long short-term memory neural network model's accuracy on the S&P 500