Essays about: "Box Jenkins methods"

Found 3 essays containing the words Box Jenkins methods.

  1. 1. Evaluation of Machine Learning Methods for Time Series Forecasting on E-commerce Data

    University essay from KTH/Matematisk statistik

    Author : Peter Abrahamsson; Niklas Ahlqvist; [2022]
    Keywords : Thesis; Time Series; Machine Learning; E-commerce; Demand Forecasting; Multiple Linear Regression; SARIMAX; XGBoost; LSTM; Model Evaluation; Examensarbete; tidsserier; maskininlärning; e-handel; efterfrågeprognoser; multipel linjär regression; SARIMAX; XGBoost; LSTM; modellutvärdering;

    Abstract : Within demand forecasting, and specifically within the field of e-commerce, the provided data often contains erratic behaviours which are difficult to explain. This induces contradictions to the common assumptions within classical approaches for time series analysis. Yet, classical and naive approaches are still commonly used. READ MORE

  2. 2. Swedish and Spanish electricity market : Comparison, improvements, price forecasting and a global future perspective

    University essay from Högskolan i Gävle/Energisystem

    Author : Edgar Bahilo Rodríguez; [2017]
    Keywords : Electricity Markets; Sustainable Development; Energy Price Forecasting; Energy Markets; Renewable Energies;

    Abstract : This report aims to make a comparison between the Swedish and Spanish electricity market, the design of new improvements that could achieve a better operation for both markets as well as the price forecasting for both spot markets. These enhancements are oriented to decrease electricity prices, energy use and the system CO2 emissions. READ MORE

  3. 3. Robbing Peter to pay Paul? A Box Jenkins analysis of the future of the

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Blake Murray; [2007]
    Keywords : pension reform; UK pensions system; Box Jenkins methods; Economics; econometrics; economic theory; economic systems; economic policy; Nationalekonomi; ekonometri; ekonomisk teori; ekonomiska system; ekonomisk politik; Business and Economics;

    Abstract : By isolating and forecasting the trend in two key variables this paper analyses the future plausibility of the current UK pensions system. Box Jenkins methods (1970, 1976, 1994) are applied to UK post-war government pensioner expenditure and population over 65. READ MORE