Can the Federal Budget Process Promote Fiscal Sustainability? Evidence from Synthetic Control Using Lasso

D. Duncan, J. Ross, J. Mikesell
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引用次数: 2

Abstract

Can the federal budget be constrained using congressionally self-imposed rules? The Budgetary Enforcement Act of 1990 (BEA90), in effect from 1992 to 2002, is frequently held up as an example of congressional control that largely succeeded in doing so and its expiration is considered a watershed event. This paper finds supportive evidence that BEA90 constrained non-defense discretionary outlays using a synthetic control/Lasso hybrid regression methodology. The estimated effect of BEA90 is around 10 percent. However, the sampling variation suggests the probability that these results arose from chance is around 30 percent. Confronted with a common applied empirical problem of having many potential predictors (over 2,000) and a short time-series (12 years), we propose novel additional checks that successfully cross-validate the synthetic control’s counterfactual model.
联邦预算程序能促进财政可持续性吗?套索合成控制的证据
联邦预算能否通过国会自行制定的规则得到约束?从1992年到2002年生效的1990年预算执行法案(BEA90)经常被视为国会控制在很大程度上取得成功的一个例子,它的到期被认为是一个分水岭事件。本文使用综合控制/拉索混合回归方法找到了BEA90约束非国防自由裁量支出的支持性证据。BEA90的估计效果约为10%。然而,抽样变化表明,这些结果是偶然产生的概率在30%左右。面对具有许多潜在预测因子(超过2,000)和短时间序列(12年)的常见应用经验问题,我们提出了新的额外检查,成功地交叉验证合成控制的反事实模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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