Essays about: "prognostisering"

Showing result 1 - 5 of 75 essays containing the word prognostisering.

  1. 1. Utilizing logistic regression to apply the ELO system in forecasting Premier League odds

    University essay from KTH/Matematisk statistik

    Author : Claudio Thegelström; [2023]
    Keywords : Premier League; ELO system; Historical odds; Logistic regression; Unbiased prediction; Premier League; ELO systemet; Historiska odds; Logistisk regression; Opartiska prediktioner;

    Abstract : This thesis provides insights into the creation of a model for predicting odds in the Premier League. It illustrates how the ELO system and historical odds, in combination with Monte Carlo simulations, can be implemented through logistic regression to predict odds in an unbiased way. READ MORE

  3. 2. Enhancing Long-Term Human Motion Forecasting using Quantization-based Modelling. : Integrating Attention and Correlation for 3D Motion Prediction

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

    Author : Luis González Gudiño; [2023]
    Keywords : Human Motion Forecasting; Long-Term Prediction; VQ-VAE; Quantization; 3D Human Motion; CMU MoCap Dataset; Transformer; Mänsklig Rörelseprognos; Långsiktig Prognos; VQ-VAE; Kvantisering; 3D-mänsklig rörelse; CMU MoCap Dataset; Transformer;

    Abstract : This thesis focuses on addressing the limitations of existing human motion prediction models by extending the prediction horizon to very long-term forecasts. The objective is to develop a model that achieves one of the best stable prediction horizons in the field, providing accurate predictions without significant error increase over time. READ MORE

  4. 3. Credit Index Forecasting: Stability of an Autoregressive Model

    University essay from KTH/Matematik (Avd.)

    Author : Melker Wallén; Erik Grimlund; [2023]
    Keywords : Credit spreads; Time Series; Credit Risk; Index Modeling; Forecasting; Kreditspreadar; Tidsserier; Kreditrisk; Indexmodellering; Prognoser;

    Abstract : This thesis investigates the robustness and stability of total return series for credit bond index investments. Dueto the challenges which arise for financial institutes and investors in achieving these objectives, we aim to createa forecasting model which matches the statistical properties of historical data, while remaining robust, stable andeasy to calibrate. READ MORE

  5. 4. Improvement of a longterm energy demand forecasting model on a European scale, from data collection to modelling

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Kévin Retailleau; [2023]
    Keywords : Energy demand forecasting; simulation model; energy data collection; multi-country modelling; Prognoser för energiefterfrågan; simuleringsmodell; insamling av energidata; modellering för flera länder;

    Abstract : Energy demand forecasting has been more vital in recent years with countries setting goals to become climate neutral by 2050. Indeed, energy demand forecasting allows the understanding of drivers of the energy demand in all sectors of the economy. It also allows the planning of transformation of the future energy system. READ MORE

  6. 5. Evaluating machine learning models for time series forecasting in smart buildings

    University essay from KTH/Hälsoinformatik och logistik

    Author : Sarugan Balachandran; Diego Perez Legrand; [2023]
    Keywords : Machine learning; supervised learning; time series forecasting; neural networks; LSTM; En- semble LSTM; AT-LSTM; ARIMA; XGBoost; Maskininlärning; övervakad inlärning; tidsserie-prognostisering; neurala nätverk; LSTM; En- semble LSTM; AT-LSTM; ARIMA; XGBoost;

    Abstract : Temperature regulation in buildings can be tricky and expensive. A common problem when heating buildings is that an unnecessary amount of energy is supplied. This waste of energy is often caused by a faulty regulation system. READ MORE