Karo Rönty's repositories
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
StockMarketCrashProbability
Visualization of logistic regressions for forecasting stock market crash probability using Shiller CAPE
BearMarkets
Exploring bear markets of the S&P 500
PortfolioVisualizer
A stacked bar graph visualization of an investment portfolio
MovieVisualization
Exploring visualization and modelling techniques through movie datasets
StockIndicesPrediction
Master's Thesis NHH
CAPEFormationAndReturnPeriods
Analysis of the best formation and return periods for CAPE calculation
ContrarianStrategy
Backtest of contrarian investing strategies using data by Kenneth French
FinancialDeepLearning
Deep learning methods applied to crypto news and price data
ForecastDashboard
Dashboard for forecast plots and accuracy measures using Shiny and Plotly
GroceryStoreAnalysis
Descriptive, RFM and price elasticity analysis done on Ta Feng grocery store data
MonthlyInvestingMonteCarlo
Monte Carlo analysis for investing monthly with different volatilities
StockMarketLSTM
Testing the long short-term memory neural network model's accuracy on the S&P 500
ValuationMeanReversion
Visualization of the mean reverting nature of stock market valuations
ValuationPercentiles
Plots valuation percentiles using historical data by Shiller & Goyal
CountryETFDashboard
Dashboard for plotting and comparing results of country ETFs using Shiny, Quantmod and Plotly
CountryETFForecaster
Function for making simple forecasts for country ETFs using Shiller P/E
CyclicalValuationMeasureCorrelations
Correlation analysis of cyclically adjusted valuation measures and subsequent returns
DataSciencePayDrivers.jl
Investigating salary drivers of data scientists with data from Kaggle Machine Learning & Data Science Survey (2021)
DataScienceSurvey
Modeling and exploratory analysis done on the Stack Overflow Developer Survey 2019
LoanDefaultClassification
Exploring how different models work in loan default classification
MomentumAndValuation
Exploring the paths of momentum and valuation of different countries
ProductDemandForecast
Sales forecasting done on Corporación Favorita dataset using XGBoost and linear, ridge and lasso regression
SalesIntelligence
Applying customer segmentation, demand forecasting, and price optimization increase online retailer revenue
ShillerGoyalDataRetriever
Script for importing data from Shiller & Goyal
SmallCapValue
Exploring the returns of US small cap value stocks during and after bear markets
StockMarketRelationships
Variables affecting future stock market returns
VisualMarketBasketAnalysis
Visualization of a market basket analysis done on Instacart public dataset, and sequence mining done with cSPADE algorithm