What is needed is not more sophisticated statistical methods, but serious historical analysis of the political and economic particulars of specific historical cases in which countries were burdened with heavy debts. A proper historical analysis would help to identify cases in which debt was incurred for reasons other than the state of the economy, so that causality arguably runs from debt to growth, rather than the other way around.