Forecasting Initial Unemployment Claims using Google Searches

3.23.20. Noah Williams. In the wake of the unprecedented economic disruptions caused by COVID-19, there is an increased need for high-frequency data. The economies in many locations around the globe have ground to a standstill, as businesses have shut down and workers have been ordered to shelter in place in order to try to slow the spread of the virus

Forecasting the U.S. and Wisconsin Economies in 2020

1.17.20. Junjie Guo and Noah Williams. This paper provides forecasts for the United States and Wisconsin economies in 2020. We use a mixed-frequency vector auto-regression model that has been previously applied to forecast the national economy, which we extend to also consider the state of Wisconsin. Our forecasts suggest that the long economic recovery will continue in 2020.

Marginal Tax Rates and Individual Income Tax Reforms in Wisconsin

5.10.19. Junjie Guo and Noah Williams. Wisconsin has a progressive individual state income tax system, which features increasing marginal tax rates (the tax rate on the last dollar earned) as income rises. However other aspects of the tax code, such as the earned income tax credit (EITC) and standard deduction, change the effective marginal tax rate that taxpayers face.