Other packages > Find by keyword >

HSPOR  

Hidden Smooth Polynomial Regression for Rupture Detection
View on CRAN: Click here


Download and install HSPOR package within the R console
Install from CRAN:
install.packages("HSPOR")

Install from Github:
library("remotes")
install_github("cran/HSPOR")

Install by package version:
library("remotes")
install_version("HSPOR", "1.1.9")



Attach the package and use:
library("HSPOR")
Maintained by
Florine Greciet
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-09-03
Latest Update: 2019-09-03
Description:
Several functions that allow by different methods to infer a piecewise polynomial regression model under regularity constraints, namely continuity or differentiability of the link function. The implemented functions are either specific to data with two regimes, or generic for any number of regimes, which can be given by the user or learned by the algorithm. A paper describing all these methods will be submitted soon. The reference will be added to this file as soon as available.
How to cite:
Florine Greciet (2019). HSPOR: Hidden Smooth Polynomial Regression for Rupture Detection. R package version 1.1.9, https://cran.r-project.org/web/packages/HSPOR. Accessed 04 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited HSPOR R package
View HSPOR citation profile
Other R packages that HSPOR depends, imports, suggests or enhances
Complete documentation for HSPOR
Functions, R codes and Examples using the HSPOR R package
Some associated functions: H2SPOR . H2SPOR_DynProg . HKSPOR . HKSPOR_DynProg . 
Some associated R codes: EM_algorithm_2_SPOR.R . EM_algorithm_K_SPOR.R . EM_algorithm_many_constraints_2_SPOR_DynProg.R . EM_algorithm_one_constraint_2_SPOR_DynProg.R . Fixed_point_method_2_SPOR.R . Fixed_point_method_K_SPOR.R . Fixed_point_method_many_constraints_2_SPOR_DynProg.R . Fixed_point_method_one_constraint_2_SPOR_DynProg.R . Fixed_point_method_one_constraint_K_SPOR_DynProg.R . Fixed_point_method_two_constraints_K_SPOR_DynProg.R . Fixed_point_smoothing_method_one_constraint_K_SPOR_DynProg.R . Fixed_point_smoothing_method_two_constraints_K_SPOR_DynProg.R . H2SPOR.R . H2SPOR_DynProg.R . H2SPOR_DynProg_rec.R . HKSPOR.R . HKSPOR_DynProg.R . HKSPOR_DynProg_REC.R . Init_param.R . Jacobian_Matrix_2_SPOR.R . Jacobian_Matrix_K_SPOR.R . Jacobian_Matrix_many_constraints_2_SPOR_DynProg.R . Jacobian_Matrix_one_constraint_2_SPOR_DynProg.R . Jacobian_Matrix_one_constraint_K_SPOR_DynProg.R . Jacobian_Matrix_two_constraints_K_SPOR_DynProg.R . Maximum_likelihood_K_SPOR.R . Minus_Complete_log_likelihood.R . Observations_weigths.R . Optimization_2_SPOR.R . Optimization_K_SPOR.R . Optimization_many_constraints_2_SPOR_DynProg.R . Optimization_one_constraint_2_SPOR_DynProg.R . Parameters_estimation.R . Parameters_estimation_K_SPOR_DynProg.R . Regime_probability.R . Smoothing_Observations_weigths_K_SPOR.R . Smoothing_observations_weights_2_SPOR.R . Smoothing_observations_weigths_2_SPOR_DynProg.R . TimeT_estimation_K_SPOR.R . TimeT_grid_K_SPOR.R . Transform_vector_to_matrix.R . Trichotomic_algorithm_2_SPOR.R . Trichotomic_algorithm_many_constraints_2_SPOR_DynProg.R . Trichotomic_algorithm_one_constraint_2_SPOR_DynProg.R . Variance_estimation.R . Variance_estimation_K_SPOR_DynProg.R . Vector_solution.R . Vector_solution_many_constraints_2_SPOR_DynProg.R . Vector_solution_one_constraint_2_SPOR_DynProg.R . Vector_solution_one_constraint_K_SPOR_DynProg.R . Vector_solution_two_constraints_K_SPOR_DynProg.R .  Full HSPOR package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
crplyr  
A 'dplyr' Interface for Crunch
In order to facilitate analysis of datasets hosted on the Crunch data platform ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
Download / Learn more Package Citations See dependency  
golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  
phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA