Essays about: "SARIMA"

Showing result 6 - 10 of 37 essays containing the word SARIMA.

1. 6. Inflation Index for the House and Content Portfolio : A Model to Calculate the Future Claim Costs for Trygg-Hansa

   University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

   Author : Nadine Eklund; [2023]
   Keywords : Inflation Index; Claim Costs; Time Series Forecasting; Trygg-Hansa;

   Abstract : Trygg-Hansa is a Swedish insurance company that specializes in business insurance, home insurance, vehicle insurance, and personal insurance. This work focuses on Trygg-Hansa’s House and Content portfolio, which insures customers’ homes, both the building itself and its contents. READ MORE

3. 7. Forecasting Inventory Quantities : Time Series Models for Visualizing Fluctuations within Outbound Logistics

   University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

   Author : Johan Lagerström; Lisa Sundström; [2022]
   Keywords : Outbound Logistics; Forecasting; Fluctuations; Time Series Analysis; Inventory space; 3PL;

   Abstract : Forecasting demand is one of the processes which greatly influences the decision making within a company, and it is also one of the greatest sources of uncertainty. Inaccurate forecasts force companies to find ways to compensate for the uncertainty, often by building inventories. READ MORE

4. 8. PREDICTING TRADED VOLUMES OF RENEWABLE ENERGY CERTIFICATES : A comparison of different time series forecasting methods

   University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

   Author : Stina Magnusson; Ebba Sköld; [2022]
   Keywords : Sales Forecasting; SARIMA; Machine Learning Models; Neural Networks; Renewable Energy Certificates;

   Abstract : Predicting sales is an important step for many business processes. Several forecasting methods have been applied to uncountable different problems, however with no present research found in the area of renewable energy certificates. READ MORE

5. 9. On Modelling Ancillary Services Markets: A Time Series Approach

   University essay from KTH/Matematik (Avd.)

   Author : Erik Murray; [2022]
   Keywords : ARIMA; SARIMA; GARCH; load balancing; ancillary services; electrical grids; FCR-D; ARIMA; SARIMA; GARCH; lastbalans; stödtjänster; kraftnät; FCR-D 2;

   Abstract : So-called ancillary services (AS) have always been critically important for the functioning of an electrical grid, and are becoming even more so with the advent of renewable energy sources. Ancillary services are traded on open markets, and trading on these markets is arguably even more difficult to model than on traditional markets. READ MORE

6. 10. Machine learning embedded automation in financial forecasting : A quantitative case study at Ericsson

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

   Author : Isak Hassbring; [2022]
   Keywords : ;

   Abstract : In today’s increasingly data-driven world, time series forecasting is becoming a prevalent practice. Business executives can make better decisions aided by insights from financial forecasts. READ MORE