Essays about: "revenue loss"

Showing result 1 - 5 of 63 essays containing the words revenue loss.

1. 1. Portfolio Risk Modelling in Venture Debt

   University essay from KTH/Matematisk statistik

   Author : John Eriksson; Jacob Holmberg; [2023]
   Keywords : 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;

   Abstract : 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. READ MORE

3. 2. Exploring the benefits of a PV and Battery Storage System : A case study of the economic and environmental impact of implementing a PV and Battery Storage System in a Swedish church

   University essay from Uppsala universitet/Institutionen för samhällsbyggnad och industriell teknik

   Author : Axel Rönngren; Maya Ketuly; Nils Knutsson; Tyra Malmström; [2023]
   Keywords : energy storage; battery storage system; solar panels;

   Abstract : This bachelor thesis investigates the implementation of a solar panel and battery storage system in a Swedish church that is intermittently heated focusing on its economic effect and its environmental impact in terms of CO2 emissions. The models are developed to evaluate the costs and CO2 emissions associated with power production, storage, usage and installation of the implemented system. READ MORE

4. 3. Performance Ratio as a Metric in Swedish PV Park Procurements

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

   Author : Amanda Nilsson; Nora Orrenius; [2023]
   Keywords : Solar parks; key performance indicator; performance ratio; yield; solar park procurement; stakeholder analysis.; Solcellspark; nyckeltal; performance ratio; yield; solparksupphandling; intressentanalys;

   Abstract : When procuring a solar PV park in Sweden there are many stakeholders involved. As of today, the metric called performance ratio (PR) is often used to guarantee the park’s performance. Nonetheless, comprehending and evaluating PR can be challenging due to its inherent complexity. READ MORE

5. 4. Telecom Fraud Detection Using Machine Learning

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

   Author : Chao Xiong; [2022]
   Keywords : Fraud Detection; Anomaly Detection; Machine Learning; Deep Learning; International Revenue Sharing Fraud;

   Abstract : International Revenue Sharing Fraud (IRSF) is one of the most persistent types of fraud within the telecommunications industry. According to the 2017 Communications Fraud Control Association (CFCA) fraud loss survey, IRSF costs 6 billion dollars a year. Therefore, the detection of such frauds is of vital importance to avoid further loss. READ MORE

6. 5. Comparison of Machine learningalgorithms on Predicting Churn withinMusic streaming service

   University essay from Blekinge Tekniska Högskola

   Author : Lahari Gaddam; Sree Lakshmi Hiranmayee Kadali; [2022]
   Keywords : Churn Prediction; Classification Algorithms; Machine Learning; Music Stream; Supervised Learning.;

   Abstract : Background: Customer churn prediction is one of the most popular part of bigbusinesses and often help the companies in customer retention and revenue generation.Customer churn may lead to huge loss of revenue and is important to analyzeand determine the cause for churn. READ MORE