selection bias. Using a novel dataset of the whole population of patents by Belgian firms, we show that the single-office count … results in a selection bias that affects econometric estimates of innovation production functions. We propose a methodology to … evaluate whether estimates that rely on the single-office count are affected by a selection bias. -- Innovation production …

theory shows that misclassification of the dependent variable causes systematic bias in regression estimates (not merely …