{"title":"提前还款风险预测中的再融资发生率与信息损失","authors":"K. Tzioumis","doi":"10.2139/ssrn.3510992","DOIUrl":null,"url":null,"abstract":"This paper uses loan-level data to investigate heterogeneity in loan prepayment incidence, and argues that refinancing is affected by a mortgage pricing convention that underestimates co-borrowers' actual creditworthiness. Specifically, we find a substantial difference in prepayment incidence between sole borrowers and co-borrowers. We also find this difference to vary across sub-sets of co-borrowers in a predictable manner. To address endogeneity concerns, we exploit the variation across time in mortgage rates to confirm that the difference in prepayment incidence exists only during a period of declining mortgage rates. At an aggregate level, we find that geographic areas with higher concentration of co-borrowers are having a higher prepayment rate. These results are directly relevant to the valuation of mortgage-backed securities by offering an additional explanation for the observed variation in refinancing decisions that is related to institutional aspects of the loan process.","PeriodicalId":11689,"journal":{"name":"ERN: Commercial Banks (Topic)","volume":"31 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2019-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Refinance Incidence and Information Loss in Predicting Prepayment Risk\",\"authors\":\"K. Tzioumis\",\"doi\":\"10.2139/ssrn.3510992\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper uses loan-level data to investigate heterogeneity in loan prepayment incidence, and argues that refinancing is affected by a mortgage pricing convention that underestimates co-borrowers' actual creditworthiness. Specifically, we find a substantial difference in prepayment incidence between sole borrowers and co-borrowers. We also find this difference to vary across sub-sets of co-borrowers in a predictable manner. To address endogeneity concerns, we exploit the variation across time in mortgage rates to confirm that the difference in prepayment incidence exists only during a period of declining mortgage rates. At an aggregate level, we find that geographic areas with higher concentration of co-borrowers are having a higher prepayment rate. These results are directly relevant to the valuation of mortgage-backed securities by offering an additional explanation for the observed variation in refinancing decisions that is related to institutional aspects of the loan process.\",\"PeriodicalId\":11689,\"journal\":{\"name\":\"ERN: Commercial Banks (Topic)\",\"volume\":\"31 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-12-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ERN: Commercial Banks (Topic)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2139/ssrn.3510992\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ERN: Commercial Banks (Topic)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3510992","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Refinance Incidence and Information Loss in Predicting Prepayment Risk
This paper uses loan-level data to investigate heterogeneity in loan prepayment incidence, and argues that refinancing is affected by a mortgage pricing convention that underestimates co-borrowers' actual creditworthiness. Specifically, we find a substantial difference in prepayment incidence between sole borrowers and co-borrowers. We also find this difference to vary across sub-sets of co-borrowers in a predictable manner. To address endogeneity concerns, we exploit the variation across time in mortgage rates to confirm that the difference in prepayment incidence exists only during a period of declining mortgage rates. At an aggregate level, we find that geographic areas with higher concentration of co-borrowers are having a higher prepayment rate. These results are directly relevant to the valuation of mortgage-backed securities by offering an additional explanation for the observed variation in refinancing decisions that is related to institutional aspects of the loan process.