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Safety in numbers: Minimum thresholding, Maximum bounds and Little White Lies : The case of the mean and standard deviation (2022)
Presentation / Conference Contribution

Reporting the sample mean, sample standard deviation and sample size could in some cases lead to the unique identification of the underpinning sample. The likelihood of this reveal via direct enumeration of the possible search space decreases with i... Read More about Safety in numbers: Minimum thresholding, Maximum bounds and Little White Lies : The case of the mean and standard deviation.

R and D spending intensity of private vs public firms: The role of cash flow, leverage and information quality (2022)
Journal Article

Purpose: This study provides a large sample comparison of research and development (R&D) spending intensity in private and public firms and the extent to which these firms' unique characteristics affect their R&D spending rate. Design/methodology/app... Read More about R and D spending intensity of private vs public firms: The role of cash flow, leverage and information quality.

Managerial compensation and fixed intangible assets investment: The role of managerial ownership and firm characteristics (2022)
Journal Article

Purpose: This study examines how cash and stock bonus compensations influence top executives to allocate a firm's resources to fixed intangible assets investment and the extent to which this relationship is conditional on executives' ownership, firm... Read More about Managerial compensation and fixed intangible assets investment: The role of managerial ownership and firm characteristics.