Essays about: "thesis in BUSINESS STATISTICS"

Showing result 16 - 20 of 141 essays containing the words thesis in BUSINESS STATISTICS.

  1. 16. Modelling Customer Lifetime Value in the Retail Banking Industry

    University essay from KTH/Matematisk statistik

    Author : Max Völcker; Carl Stenfelt; [2021]
    Keywords : CLV; Statistics; applied mathematics; marketing; machine learning; markov chains; CART; random forest; retail banking; CLV; Statistik; tillämpad matematik; marknadsföring; maskininlärning; markovkedjor; CART; random forest; banksektorn;

    Abstract : This thesis was conducted in cooperation with the Swedish bank SEB, who expressed interest in getting an increased understanding of how the marketing measure Customer Lifetime Value could be implemented and used in the retail banking industry. Accordingly, the purpose of this thesis was to provide insight into how Customer Lifetime Value could be modelled in an appropriate way in the retail banking industry and provide an increased understanding of necessary considerations for the modelling process. READ MORE

  3. 17. Prediction of quote acceptance in a B2B environment using Random Forests and Gradient Boosting Machines

    University essay from Lunds universitet/Matematisk statistik

    Author : Jesper Gunnarsson; Jacob Tyrberg; [2021]
    Keywords : B2B; pricing; Random Forest; Gradient Boosting; calibration; feature engineering; Mathematics and Statistics;

    Abstract : For a business to be as successful as possible it needs a sound pricing strategy. A B2B environment allows the business more freedom to tailor each quote to maximize the performance.In order to do this, proper understanding of how probable a quote is to succeed is crucial. READ MORE

  4. 18. Sales Forecasting by Assembly of Multiple Machine Learning Methods : A stacking approach to supervised machine learning

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

    Author : Anton Falk; Daniel Holmgren; [2021]
    Keywords : machine learning; statistical learning; statistics; random forest; xgboost; sarima; stacking; support vector regression; svr; linear regression; sales; sales forcasting; forecasting; time series;

    Abstract : Today, digitalization is a key factor for businesses to enhance growth and gain advantages and insight in their operations. Both in planning operations and understanding customers the digitalization processes today have key roles, and companies are spending more and more resources in this fields to gain critical insights and enhance growth. READ MORE

  5. 19. Unsupervised anomaly detection for structured data - Finding similarities between retail products

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Jonas Fockstedt; Ema Krcic; [2021]
    Keywords : relational data; similarity analysis; data analysis; SQL; NetworkX; graph theory; anomaly detection; unsupervised; retail products; real-world data; AWS; amazon web services; similarity learning; data statistics; data preprocessing; similarity analysis algorithm; data validation;

    Abstract : Data is one of the most contributing factors for modern business operations. Having bad data could therefore lead to tremendous losses, both financially and for customer experience. READ MORE

  6. 20. Decomposing grade inflation in Sweden's compulsory school

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Elias Nilsson; Sofie Liang; [2021]
    Keywords : grade inflation; municipal schools; free schools; Sweden’s school system; Business and Economics;

    Abstract : In Swedish media, there has been a heated debate regarding the school system. Since 1992, free schools, which are similar to voucher schools, have been permitted as a competitor to municipal schools. READ MORE