Essays about: "price prediction."

Showing result 11 - 15 of 165 essays containing the words price prediction..

  1. 11. Enhancing House Rental Price Prediction Models for the Swedish Market : Exploring External features, Prediction intervals and Uncertainty Management in Predicting House Rental Prices

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Vasigaran Senthilkumar; [2023]
    Keywords : ;

    Abstract : Exakt förutsägelse av hyrespriserna för hus är ett avgörande problem i verkligheten fastighetsdomän, vilket underlättar informerat beslutsfattande för både hyresgäster och hyresvärdar. Denna studie presenterar en omfattande utforskning av olika maskininlärningstekniker som tillämpas på en mångsidig datauppsättning av husfunktioner, med det övergripande målet att avslöja den mest effektiva algoritmen för förutsäga hyrespriser. READ MORE

  3. 12. A Gradient Boosting Tree Approach for Behavioural Credit Scoring

    University essay from KTH/Matematisk statistik

    Author : Axel Dernsjö; Ebba Blom; [2023]
    Keywords : Machine learning; Random forest; Uncertainty measure; Material development; Empirical Bayes; Maskininlärning; Random forest; Osäkerhetsmått; Materialutveckling; Empirical Bayes;

    Abstract : This report evaluates the possibility of using sequential learning in a material development setting to help predict material properties and speed up the development of new materials. To do this a Random forest model was built incorporating carefully calibrated prediction uncertainty estimates. READ MORE

  4. 13. A Regression Analysis of the Parameters Influencing the Share Price During the First Day After an IPO

    University essay from KTH/Matematisk statistik

    Author : Daniel Johnsson; Matilda Caddeo; [2023]
    Keywords : Regression Analysis; IPO; Stocks; Marketplace; Under pricing; Investment Banking; Prediction; Regressionsanalys; Börsnotering; Aktier; Marknadsplats; Under Pricing; Investment Banking; Predicera;

    Abstract : This study focuses on initial public offerings (IPOs), which are the process of making a company's shares available for public trading on a stock market. Despite global uncertainties in recent years, there has been a high demand for company listings in the market. READ MORE

  5. 14. Model Predictive Control for Ground Source Heat Pumps : Reducing cost while maintaining comfort

    University essay from Linköpings universitet/Reglerteknik

    Author : Isak Bokne; Charlie Elf; [2023]
    Keywords : MPC; Model Predictive Control; heat pump control; electricity spot price; weather prediction; reducing cost;

    Abstract : Today, the control of heat pumps aims to first and foremost maintain a comfortable indoor temperature. This is primarily done by deciding input power based on outside temperature. The cost of electricity, which can be rather volatile, is not taken into account. READ MORE

  6. 15. A Mixed Time-Series & Machine Learning Approach for Price Forecasting in the Swedish Ancillary Market

    University essay from Lunds universitet/Nationalekonomiska institutionen; Lunds universitet/Statistiska institutionen

    Author : Daniel Arredondo; [2023]
    Keywords : Hybrid model; Volatility model; Machine learning model; Price spike prediction; Energy trading; Time series forecasting; Ancillary service market; Business and Economics;

    Abstract : This study aims to forecast the Swedish FCR-D Down A2 market prices through a hybrid model combining a volatility model and a machine learning approach, and compares its performance with a standalone machine learning model. We further examine the impact of different lag orders (1-Hr vs. 24-Hr) on volatility estimates and forecast performance. READ MORE