C35 - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions

• 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