Sökning: "“Predict Future Sales”"

Visar resultat 1 - 5 av 23 uppsatser innehållade orden “Predict Future Sales”.

1. 1. Portfolio Risk Modelling in Venture Debt

   Master-uppsats, KTH/Matematisk statistik

   Författare :John Eriksson; Jacob Holmberg; [2023]
   Nyckelord :Startup Default Probability; Venture Debt; Gaussian Copula; Value-at-Risk; Expected Shortfall; Exposure at Default; Loss Given Default; Forecast; Linear Dynamic System; ARIMA Time Series; Monte Carlo Simulation; Linear Regression; Central Limit Theorem;

   Sammanfattning : This thesis project is an experimental study on how to approach quantitative portfolio credit risk modelling in Venture Debt portfolios. Facing a lack of applicable default data from ArK and publicly available sets, as well as seeking to capture companies that fail to service debt obligations before defaulting per se, we present an approach to risk modeling based on trends in revenue. LÄS MER

3. 2. Forecasting post COVID-19 : How to improve forecasting models’ performance when training data has been aected by exceptional events like COVID-19 pandemic?

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Lina Shrebati; [2023]
   Nyckelord :Time Series; Forecasting; COVID-19; Data processing; Optimal transport; Tidsserier; Prognoser; COVID-19; Databehandling; Optimal transport;

   Sammanfattning : Almost every company around the world were aected by the COVID-19 crisis and the government measures that were taken to slow the spread of the virus. The impact the crisis had on the economy caused the appearance of anomalies in the data collected by companies : such as abnormal trend, seasonality etc. LÄS MER

4. 3. After-Market Spare Parts Forecasting at Sandvik Stationary Crushing & Screening

   Master-uppsats, Lunds universitet/Produktionsekonomi

   Författare :Artur Jusopov; Arian Marofkhani; [2022]
   Nyckelord :Forecasting; Intermittent Demand; Spare Parts; After-Market; Crostons; Exponential Smoothing; Hierarchical Forecasting; Technology and Engineering;

   Sammanfattning : Title: After-Market Spare Parts Forecasting at Sandvik Stationary Crushing & Screening. Authors: Arian Marofkhani and Artur Jusopov Supervisors: Professor Gudrun Kiesmüller, Lund University, Faculty of Engineering, Division of Production Management. Macarena Ribalta, Planning & Logistics Manager, Sandvik Stationary Crushing & Screening. LÄS MER

5. 4. Prediction of user actions with an Association Rules and two Neural Network models in a configuration environment

   Magister-uppsats, Linköpings universitet/Institutionen för datavetenskap

   Författare :Hampus Elinder; [2022]
   Nyckelord :;

   Sammanfattning : Extensive configurators might suffer from latency due to their complexity - something which could hurt user experience and, in turn, sales. Machine learning models could potentially learn the patterns of user actions by looking at past configuration sessions. LÄS MER

7. 5. Data-driven models for e-commerce sales predictions

   Uppsats för yrkesexamina på avancerad nivå, Umeå universitet/Institutionen för fysik

   Författare :Liubov Guseva; [2022]
   Nyckelord :;

   Sammanfattning : Future predictions have various applications, including stock prices, house market prices, and company sales. For sales, predictions can guide future expectations and suggest ways to cut costs. Due to the value of predictions, researchers have developed plenitude of prediction algorithms. LÄS MER