Learn R Programming

jubilee (version 0.3.3)

Forecasting Long-Term Growth of the U.S. Stock Market and Business Cycles

Description

A long-term forecast model called "Jubilee-Tectonic model" is implemented to forecast future returns of the U.S. stock market, Treasury yield, and gold price. The five-factor model forecasts the 10-year and 20-year future equity returns with high R-squared above 80 percent. It is based on linear growth and mean reversion characteristics in the U.S. stock market. This model also enhances the CAPE model by introducing the hypothesis that there are fault lines in the historical CAPE, which can be calibrated and corrected through statistical learning. In addition, it contains a module for business cycles, optimal interest rate, and recession forecasts.

Copy Link

Version

Install

install.packages('jubilee')

Monthly Downloads

189

Version

0.3.3

License

Artistic-2.0

Maintainer

Stephen Lihn

Last Published

January 24th, 2020

Functions in jubilee (0.3.3)

fraction2daily

Converter from fraction to daily Date
jubilee.macro_cost

Calculate the cost function of the macro model
jubilee.predict

Make prediction based on linear regression
jubilee.macro_predict

Prediction from UNRATE and GDP models
jubilee.ols

Internal utility to calculate OLS regression
jubilee.macro_fit

The GUPTY macro model
jubilee.locate_file

Internal utility to locate static file
tri.wave

Constructor of tri.wave class
triangle

Methods of triangular wave model
jubilee.std_fault_line

Standard fault line data sets
jubilee.optimal_tb3ms

Calculate the optimal TB3MS
jubilee.mcsapply

Wrapper to calculate sapply using multi-core
jubilee.repo-class

The jubilee repository class
jubilee.read_fred_file

Internal utility to read FRED file
jubilee.yield_inversion

List of dates for yield curve inversion
jubilee.repo.config

Configuration of jubilee's data repository
tri.wave class

The triangular wave model class
jubilee.repo

Constructor of jubilee.repo class
jubilee.forward_rtn

Internal utility to calculate annualized forward and backward (log) return
jubilee-package

jubilee: A package to forecast long-term growth of the US stock market and business cycles
daily2fraction

Converter from daily Date to fraction
jubilee.calc_cape

Internal utility to calculate n-year CAPE
jubilee.adj_fault_line

Adjust the time series by fault lines
jubilee

Constructor of the jubilee class
jubilee-class

The jubilee class
jubilee.fred_data

Internal utility to download time series data from FRED
jubilee.eqty_ols

Internal utility to calculate OLS regression for log total return index