Essays about: "Mortgage portfolio"

Showing result 1 - 5 of 10 essays containing the words Mortgage portfolio.

  1. 1. Economic Capital Models : Methods for fitting loss distributions

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

    Author : William Fritzell; [2023]
    Keywords : Economic Capital; Distribution fitting; MCMC;

    Abstract : The thesis provides a well-researched classical approach to fit and predict the losses (extreme) for Lloyds Bank’s Dutch mortgage portfolio, their defaulted Dutch mortgage portfolio, and their German personal and car loan portfolio. This is a crucial piece for quantification of the economic loss, required for effective credit risk management by the Bank. READ MORE

  3. 2. A multi-gene symbolic regression approach for predicting LGD : A benchmark comparative study

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

    Author : Hanna Tuoremaa; [2023]
    Keywords : Symbolic regression; loss given default; credit risk; logit transformed regression; beta regression; multi-gene genetic programming; regression tree;

    Abstract : Under the Basel accords for measuring regulatory capital requirements, the set of credit risk parameters probability of default (PD), exposure at default (EAD) and loss given default (LGD) are measured with own estimates by the internal rating based approach. The estimated parameters are also the foundation of understanding the actual risk in a banks credit portfolio. READ MORE

  4. 3. Impact of Forward-Looking Macroeconomic Information on Expected Credit Losses According to IFRS 9

    University essay from KTH/Matematik (Avd.)

    Author : Christian Corfitsen; [2021]
    Keywords : IFRS 9; Expected credit loss; ECL; VAR; Vector Autoregression; Forecasting; Impulse Response Analysis; Forecast Error Variance Decomposition; IFRS 9; Expected credit loss; ECL; VAR; Vektorautoregression; Prognostisering; Impulsresponsanalys; Forecast error variance decomposition;

    Abstract : In this master thesis, the impact of forward-looking macroeconomic information under IFRS 9 is studied using fictional data from a Swedish mortgage loan portfolio. The study employs a time series analysis approach and employs vector autoregression models to model expected credit loss parameters with multiple incorporated macroeconomic parameters. READ MORE

  5. 4. Statistical Methods for Analysis of the Homeowner's Impact on Property Valuation and Its Relation to the Mortgage Portfolio

    University essay from KTH/Matematisk statistik

    Author : Clara Hamell; [2020]
    Keywords : Mortgage portfolio; Defaulted customers; House valuation; Residential Properety Price Index RPPI ; SPAR; Customer data; Statistical methods; Bolåneportfölj; Fallerade kunder; Husvärdering; Husprisindexering; SPAR; Kunddata; Statistiska metoder;

    Abstract : The current method for house valuations in mortgage portfolio models corresponds to applying a residential property price index (RPPI) to the purchasing price (or last known valuation). This thesis introduces an alternative house valuation method, which combines the current one with the bank's customer data. READ MORE

  6. 5. Macroeconomic factors in Probability of Default : A study applied to a Swedish credit portfolio

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

    Author : Hermina Antonsson; [2018]
    Keywords : Macroeconomic factors; Probability of Default; IFRS 9; credit risk; mortgage loans; Makroekonomiska faktorer; Probability of Default; IFRS 9; kreditrisk; bolån;

    Abstract : Macroeconomic conditions can impact the payment capacity of individual mortgage holders' household loans. If the clients of a bank's retail credit portfolio experience deteriorating paymentcapacity it will reflect on the probability of default of the overall portfolio. READ MORE