Learn R Programming

⚠️There's a newer version (1.1.4) of this package.Take me there.

nowcasting (version 0.0.82)

Nowcasting Analysis and Create Real-Time Data Basis

Description

Methods and tools for 'forecast' the current state (nowcast) of Brazilian economic time series. It allows extract information in real time, creating a real time data base; estimate relationship between macroeconomic variables via estimation of dynamic factors; forecast time series in previous periods of reference; forecast time series in the current period of reference (nowcasting); recreate a data base simulating the information available in the past for evaluating forecasting models accuracy. The econometric framework we follow is proposed in Giannone et al. (2008) .

Copy Link

Version

Install

install.packages('nowcasting')

Monthly Downloads

36

Version

0.0.82

License

GPL-3

Maintainer

Guilherme Branco Gomes

Last Published

August 18th, 2017

Functions in nowcasting (0.0.82)

kalman_filter_diag

Kalman Filter Diagonal
kalman_smoother_diag

Kalman Smoother Diagonal
FactorExtraction

Factor Extraction
ajustePIB

Seasonal adjustment
arrumarVintage

Balanced pannel
base_extraction

Extract time series and create a base
nowcast

Nowcasting of a quarterly time serie using a dynamic factor.
nowcasting

nowcasting and create Real-Time data basis
kalman_update_diag

Kalman update diagonal
mestri

Monthly to quarterly agregation
forecasting

Forecasting
get.series.bacen

Get series Bacen
outliers_correction

Outliers Correction
pcatodfm

Principal Components to Dynamic Factor Model
smooth_update

Smooth update
vintage

Real Time Data Base Extracted in 17/08/2017