FRED_heavy: FRED-MD (December 2021 vintage) data set with heavy...

FRED_heavyR Documentation

FRED-MD (December 2021 vintage) data set with heavy transformations

Description

This data is taken from FRED-MD database, with the sample span corresponding to that of FG_data, i.e. March 1973 to November 2007. The database consists of 127 variables, out of which two are discarded due to many missing variables, and the corresponding variable names can be accessed by FRED_heavy$discarded. The data is transformed stationary according to the methodology given in McCracken and Ng. The method of obtaining this data set from the raw data is described in the script data-raw/DATASET.R.

Usage

FRED_heavy

Format

A list with the following elements

discarded

data frame listing the discarded variables and the number of missing values under the time span under consideration

df

T x n data frame where T is the time-series dimension, and n is the cross-sectional dimension

data

Date variable giving the time span of the data

trans_ix

Variable transformation codes with the interpretation as in McCracken and Ng (2016)

Source

https://files.stlouisfed.org/files/htdocs/fred-md/monthly/2021-12.csv

References

McCracken, M. W., & Ng, S. (2016). FRED-MD: A monthly database for macroeconomic research. Journal of Business & Economic Statistics, 34(4), 574-589.


juhokalle/rmfd4dfm documentation built on July 18, 2024, 10:19 p.m.