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jubilee

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

v0.3.3 · Jan 24, 2020 · Artistic-2.0

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.

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CRAN Check Status

5 NOTE
9 OK
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Stephen H-T. Lihn <stevelihn@gmail.com>’

Found the following URLs which should use \doi (with the DOI name only):
  File ‘jubilee-package.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘jubilee.ols.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘jubilee.predict.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘tri.wave-class.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘triangle.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Stephen H-T. Lihn <stevelihn@gmail.com>’

Found the following URLs which should use \doi (with the DOI name only):
  File ‘jubilee-package.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘jubilee.ols.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘jubilee.predict.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘tri.wave-class.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘triangle.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
OK r-devel-linux-x86_64-fedora-clang

*


            
OK r-devel-linux-x86_64-fedora-gcc

*


            
OK r-devel-macos-arm64

*


            
OK r-devel-windows-x86_64

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NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
OK r-patched-linux-x86_64

*


            
OK r-release-linux-x86_64

*


            
OK r-release-macos-arm64

*


            
OK r-release-macos-x86_64

*


            
OK r-release-windows-x86_64

*


            

Check History

NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Stephen H-T. Lihn <stevelihn@gmail.com>’

Found the following URLs which should use \doi (with the DOI name only):
  File ‘jubilee-package.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘jubilee.ols.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘jubilee.predict.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘tri.wave-class.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘triangle.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Stephen H-T. Lihn <stevelihn@gmail.com>’

Found the following URLs which should use \doi (with the DOI name only):
  File ‘jubilee-package.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘jubilee.ols.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘jubilee.predict.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘tri.wave-class.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
  File ‘triangle.Rd’:
    http://dx.doi.org/10.2139/ssrn.3156574
NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory

Dependency Network

Dependencies Reverse dependencies yaml xts zoo readxl data.table dplyr jubilee

Version History

new 0.3.3 Mar 9, 2026