Comparison of Bayesian and Sample Theory Parametric and Semiparametric Binary Response Models Staff Working Paper 2022-31 Xiangjin Shen, Iskander Karibzhanov, Hiroki Tsurumi, Shiliang Li We use graphic processing unit computing to compare Bayesian and sample theory semiparametric binary response models. Our findings show that optimal bandwidth does not outperform regular bandwidth in binary semiparametric models. Content Type(s): Staff research, Staff working papers Topic(s): Credit risk management, Econometric and statistical methods JEL Code(s): C, C1, C14, C3, C35, C5, C51, C6, C63, D, D1
Adoption of a New Payment Method: Theory and Experimental Evidence Staff Working Paper 2017-28 Jasmina Arifovic, John Duffy, Janet Hua Jiang We model the introduction of a new payment method, e.g., e-money, that competes with an existing payment method, e.g., cash. The new payment method involves relatively lower per-transaction costs for both buyers and sellers, but sellers must pay a fixed fee to accept the new payment method. Content Type(s): Staff research, Staff working papers Topic(s): Central bank research, Digital currencies and fintech JEL Code(s): C, C3, C35, C8, C83, C9, C92, E, E4, E41
Adoption Costs of Financial Innovation: Evidence from Italian ATM Cards Staff Working Paper 2017-8 Kim Huynh, Philipp Schmidt-Dengler, Gregor W. Smith, Angelika Welte The discrete choice to adopt a financial innovation affects a household’s exposure to inflation and transactions costs. We model this adoption decision as being subject to an unobserved cost. Content Type(s): Staff research, Staff working papers Topic(s): Bank notes, Econometric and statistical methods, Financial services JEL Code(s): C, C3, C35, D, D1, D14, E, E4, E41
The Role of Card Acceptance in the Transaction Demand for Money Staff Working Paper 2014-44 Kim Huynh, Philipp Schmidt-Dengler, Helmut Stix The use of payment cards, either debit or credit, is becoming more and more widespread in developed economies. Nevertheless, the use of cash remains significant. Content Type(s): Staff research, Staff working papers Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods, Financial services JEL Code(s): C, C3, C35, C8, C83, E, E4, E41
Retail Payment Innovations and Cash Usage: Accounting for Attrition Using Refreshment Samples Staff Working Paper 2014-27 Heng Chen, Marie-Hélène Felt, Kim Huynh We exploit the panel dimension of the Canadian Financial Monitor (CFM) data to estimate the impact of retail payment innovations on cash usage. We estimate a semiparametric panel data model that accounts for unobserved heterogeneity and allows for general forms of non-random attrition. Content Type(s): Staff research, Staff working papers Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods, Financial services JEL Code(s): C, C3, C35, E, E4, E41
How Important Are Liquidity Constraints for Canadian Households? Evidence from Micro-Data Staff Discussion Paper 2012-9 Umar Faruqui, Samah Torchani Using a unique micro-dataset containing real and financial information on Canadian households for 2000–07, the authors address two questions: (1) What is the proportion of households whose consumption displays excess sensitivity to income, and who are likely liquidity constrained? Content Type(s): Staff research, Staff discussion papers Topic(s): Economic models, Sectoral balance sheet JEL Code(s): C, C3, C35, D, D1, D12, D3, D30
The Impact of Retail Payment Innovations on Cash Usage Staff Working Paper 2012-14 Ben Fung, Kim Huynh, Leonard Sabetti Many predict that innovations in retail payment may render cash obsolete. We investigate this possibility in the context of recent payment innovations such as contactless-credit and stored-value cards. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Financial services, Payment clearing and settlement systems JEL Code(s): C, C3, C35, C8, C83, E, E4, E41
How Do You Pay? The Role of Incentives at the Point-of-Sale Staff Working Paper 2011-23 Carlos Arango, Kim Huynh, Leonard Sabetti This paper uses discrete-choice models to quantify the role of consumer socioeconomic characteristics, payment instrument attributes, and transaction features on the probability of using cash, debit card, or credit card at the point-of-sale. Content Type(s): Staff research, Staff working papers Topic(s): Bank notes, Econometric and statistical methods, Financial services JEL Code(s): C, C3, C35, C8, C83, E, E4, E41
Investment, Private Information, and Social Learning: A Case Study of the Semiconductor Industry Staff Working Paper 2004-32 Rose Cunningham Social learning models of investment provide an interesting explanation for sudden changes in investment behaviour. Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles JEL Code(s): C, C3, C35, E, E3, E32, L, L6, L63