Skip to content

NTS

Nonlinear Time Series Analysis

v1.1.3 · Sep 24, 2023 · GPL (>= 2)

Description

Simulation, estimation, prediction procedure, and model identification methods for nonlinear time series analysis, including threshold autoregressive models, Markov-switching models, convolutional functional autoregressive models, nonlinearity tests, Kalman filters and various sequential Monte Carlo methods. More examples and details about this package can be found in the book "Nonlinear Time Series Analysis" by Ruey S. Tsay and Rong Chen, John Wiley & Sons, 2018 (ISBN: 978-1-119-26407-1).

Downloads

278

Last 30 days

11128th

278

Last 90 days

278

Last year

CRAN Check Status

14 NOTE
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (16 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or markup?
    26 | {logww} (their corresponding log weight).}
       | ^
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or markup?
    26 | {logww} (their corresponding log weight).}
       | ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or markup?
    26 | {logww} (their corresponding log weight).}
       | ^
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘MASS’ ‘Rdpack’ ‘base’ ‘graphics’ ‘parallel’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or markup?
    26 | {logww} (their corresponding log weight).}
       | ^
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘MASS’ ‘Rdpack’ ‘base’ ‘graphics’ ‘parallel’
  All declared Imports should be used.
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or markup?
    26 | {logww} (their corresponding log weight).}
       | ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or markup?
    26 | {logww} (their corresponding log weight).}
       | ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or markup?
    26 | {logww} (their corresponding log weight).}
       | ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or markup?
    26 | {logww} (their corresponding log weight).}
       | ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or markup?
    26 | {logww} (their corresponding log weight).}
       | ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or markup?
    26 | {logww} (their corresponding log weight).}
       | ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or markup?
    26 | {logww} (their corresponding log weight).}
       | ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or markup?
    26 | {logww} (their corresponding log weight).}
       | ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or markup?
    26 | {logww} (their corresponding log weight).}
       | ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or markup?
    26 | {logww} (their corresponding log weight).}
       | ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or marku
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or marku
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘MASS’ ‘Rdpack’ ‘base’ ‘graphics’ ‘parallel’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘MASS’ ‘Rdpack’ ‘base’ ‘graphics’ ‘parallel’
  All declared Imports should be used.
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or marku
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or marku
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or marku
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or marku
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or marku
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or marku
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or marku
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or marku
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or marku
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) MSM.fit.Rd:21: Lost braces
    21 | \code{MSM.fit} returns an object of class code{MSM.lm} or \code{MSM.glm}, depending on the input model.
       |                                               ^
checkRd: (-1) SMC.Smooth.Rd:25: Lost braces; missing escapes or markup?
    25 | observation at current time step. It should return {xx} (the samples xt) and
       |                                                    ^
checkRd: (-1) SMC.Smooth.Rd:26: Lost braces; missing escapes or marku

Dependency Network

Dependencies Reverse dependencies dlm MASS MSwM Rdpack tensor NTS

Version History

new 1.1.3 Mar 10, 2026