Mengheng Li and Siem Jan Koopman, "Unobserved Components with Stochastic Volatility: Simulation-Based Estimation and Signal Extraction", Journal of Applied Econometrics, Vol. 36, No. 5, 2021, pp. 614-627. All data and program files are zipped in lk-files.zip. Text files are in DOS format. 1. "US_Data.csv" contains the US quarterly CPI inflation (first difference of logarithm of CPI index from https://fred.stlouisfed.org/series/CPALTT01USQ661S), from 1960Q1 to 2017 Q1. In total there are 229 observations. The first column is the date, and the second column collects the data. 2. "UCSV.ox" is the program code. It requires OxMetrics 7 or 8, Enterprise Edition (https://www.timberlake.co.uk/software/oxmetrics.html), and the SsfPack 3.0 (https://www.timberlake.co.uk/software/oxmetrics.html#ssfpack), the extended version. 3. "GH_10.xlsx" contains the tabulated Gauss-Hermite nodes and weights, which the program code needs. Users can also download and use their own nodes and weights, e.g. from https://keisan.casio.com/exec/system/1281195844. 4. To use the program code, simply put the three afrementioned files in one folder and double click "UCSV.ox" with OxMetrics 7 or 8 installed. 5. "LK-appendix.pdf" is the online supplementary appendix accompanying the main paper. This appendix is not to be published.