CRAN/E | R Packages from Paul Fearnhead

Paul Fearnhead

Author of 12 R packages

Quick info

Paul Fearnhead has worked on 12 packages so far. In total, Paul Fearnhead has worked with 28 other authors on those packages. Impressive teamwork!

Packages overview

BayesProject
DeCAFS
RobKF
anomaly
changepoint
changepoint.np
cpop
crops
fpop
gfpop
rjpdmp
sgmcmc

Package details

BayesProject

Fast Projection Direction for Multivariate Changepoint Detection

Georg Hahn , Paul Fearnhead , Idris A. Eckley

DeCAFS

Detecting Changes in Autocorrelated and Fluctuating Signals

Gaetano Romano , Guillem Rigaill , Vincent Runge , Paul Fearnhead

RobKF

Innovative and/or Additive Outlier Robust Kalman Filtering

Alex TM Fisch , Daniel Grose , Idris A Eckley , Paul Fearnhead , Lawrence Bardwell

anomaly

Detecting Anomalies in Data

Alex Fisch , Daniel Grose , Lawrence Bardwell , Idris Eckley , Paul Fearnhead

changepoint

Methods for Changepoint Detection

Rebecca Killick , Kaylea Haynes , Idris Eckley , Paul Fearnhead , Robin Long , Jamie Lee

changepoint.np

Methods for Nonparametric Changepoint Detection

Kaylea Haynes , Rebecca Killick , Paul Fearnhead , Idris Eckley , Daniel Grose

cpop

Detection of Multiple Changes in Slope in Univariate Time-Series

Daniel Grose , Paul Fearnhead

crops

Changepoints for a Range of Penalties (CROPS)

Daniel Grose , Paul Fearnhead , Idris Eckley

fpop

Segmentation using Optimal Partitioning and Function Pruning

Guillem Rigaill , Toby Hocking , Robert Maidstone , Michel Koskas , Paul Fearnhead

gfpop

Graph-Constrained Functional Pruning Optimal Partitioning

Vincent Runge , Toby Hocking , Guillem Rigaill , Daniel Grose , Gaetano Romano , Fatemeh Afghah , Paul Fearnhead , Michel Koskas , Arnaud Liehrmann

rjpdmp

Reversible Jump PDMP Samplers

Matt Sutton , Augustin Chevalier , Paul Fearnhead , with PolyaGamma simulation code contributed from Jesse Windle , James G. Scott

sgmcmc

Stochastic Gradient Markov Chain Monte Carlo

Jack Baker , Christopher Nemeth , Paul Fearnhead , Emily B. Fox , STOR-i

Colleagues

Georg Hahn
Idris A. Eckley
Gaetano Romano
Guillem Rigaill
Vincent Runge
Alex TM Fisch
Daniel Grose
Idris A Eckley
Lawrence Bardwell
Alex Fisch
Idris Eckley
Rebecca Killick
Kaylea Haynes
Robin Long
Jamie Lee
Toby Hocking
Robert Maidstone
Michel Koskas
Fatemeh Afghah
Arnaud Liehrmann
Matt Sutton
Augustin Chevalier
with PolyaGamma simulation code contributed from Jesse Windle
James G. Scott
Jack Baker
Christopher Nemeth
Emily B. Fox
STOR-i