Andrew Zammit Mangion (andrewzm)

andrewzm

Geek Repo

Company:University of Wollongong

Location:Wollongong, Australia

Home Page:https://andrewzm.wordpress.com

Twitter:@andrewzm

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Andrew Zammit Mangion's repositories

STRbook

Supplementary package for "Spatio-Temporal Statistics with R" by C.K. Wikle, A. Zammit-Mangion, and N. Cressie

FRK

Fixed Rank Kriging with big data

deepIDE

Deep IDE Models for Spatio-Temporal Forecasting

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MVST

An R-Software package for multi-variate spatio-temporal modelling

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deepspat

Deep Compositional Spatial Models

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oco2-frk

Reproducible code for Remote Sensing article

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SBNN

Repository for reproducing results in paper "Spatial Bayesian Neural Networks"

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EFDR

Enhanced False Discovery Rate

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SpatialMultiScale

Reproducible code for the paper "Multi-Scale Process Modelling and Distributed Computation for Spatial Data"

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bicon

Bivariate modelling using the conditional approach

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spherePP

Code for reproducing the application case study of the paper "Spherical Poisson Point Process Intensity Function Modeling and Estimation with Measure Transport" by James Ng and Andrew Zammit-Mangion

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dggrids

Discrete Global Grids in data frame format for use in R (and Fixed Rank Kriging in particular)

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IDE

Integro-difference equation spatio-temporal modelling

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WRSEL

Weighted Rank Squared Error Loss

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Amortised_Neural_Inference_Review

Source code for reproducing the results in the ARSIA paper "Neural Methods for Amortised Statistical Inference"

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Assimilation_methods

A brainstorm on assimilation methods

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atminv

Supplement package for papers on atmospheric trace-gas inversion by Zammit-Mangion et al.

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deepspat-website

Website with information on work done on the DECRA award "Deep space-time models for modelling complex environmental phenomena" DE180100203

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devtools

Tools to make an R developer's life easier

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hmc

Hamiltonian Monte Carlo sampler

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INLA

Copy of INLA repo for Travis CI

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knitr

A general-purpose tool for dynamic report generation in R

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linalg

Yet another sparse linear algebraic routines package for R, with functions tailored for spatio-temporal modelling and inference with Gaussian Markov Random Fields.

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medalplot

An R-Software package for visualising uncertainty in large-scale Gaussian systems

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sparseinv

Creates a wrapper for the SuiteSparse routines in C that us the Takahashi equations to compute the elements of the inverse of a sparse matrix at locations where the (permuted) Cholesky factor is non-zero. The resulting matrix is known as a sparse inverse subset. Some helper functions (like the permuted Cholesky factorisation) are also implemented. Support for spam matrices is currently limited and will be implemented in the future.

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task_views

Local copy for editing CRAN Task Views

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