computational-statistics
There are 56 repositories under computational-statistics topic.
maxbiostat/Computational_Statistics
Course materials for Computational Statistics, PhD course at EMAp.
tereom/est-computacional-2019
Class notes for the computational statistics class (Spanish), master in Data Science ITAM
athowes/thesis
Bayesian spatio-temporal methods for small-area estimation of HIV indicators (PhD, Imperial College London, 2023)
fernandomayer/ce083
CE083 - Estatística Computacional I
zgbkdlm/fbs
Forward-backward conditional sampling
ksatola/Computational-Statistics
An introduction to computational statistics with examples and comparison to analytical methods
fabienpesquerel/MCMC
Python implementation (from scratch) of some MCMC samplers that can leverage pyTorch's autodifferentiation (with examples).
SamuelWiqvist/adamcmcpaper
Algorithms and case studies for the paper "Accelerating delayed-acceptance Markov chain Monte Carlo algorithms".
axlyaguana11/sticker-album-panini
Looking for the number of sticker packages one should buy in order to fully complete Panini's World Cup Album 2022.
mirzaipatrik/Bayesian_HMM
Bayesian parameter estimation of HMMs in Julia
sarapv/Perez-Vieites2018_NestedHybridFilter
Code for the nested hybrid filters (NHFs), including four different implementations using sequential Monte Carlo (SMC), sequential quasi-Monte Carlo (SQMC), extended Kalman filters (EKFs) and ensemble Kalman filters (EnKFs). I have also included the implementation of the nested particle filter (NPF) and the two-stage filter to compare performance.
sarapv/Perez-Vieites2021_NestedGaussianFilter
Code for the nested Gaussian filters (NGFs), in particular, an implementation of an unscented Kalman filter (UKF) combined with a bank of extended Kalman filters (EKFs). Other algorithms are implemented to compare performance.
Yuxuanzhang1005/Computational-Statistics
Computational Statistics, STAT525, 2020Spring, UIUC
ArnPiano/tabc
:a: :b: :copyright: An Implementation of the ABC permutation test using R and C++ for Computational Statistics course CM0527
gabsens/Computational-Statistics-ENSAE
Work done for the Fall 2018 class of Computational Statistics at ENSAE
ganeshborkar31/Computational_statistics
Computational Statistics
TobiasRoikjer/PtDAlgorithms
Extremely fast and scalable algorithms for phase-type distributions (including discrete, multivariate, rewarded, and time-inhomogeneous). Interface to both C and R
user-jiyichen/Bayesian-Computation-Methods
Markov Chain Monte Carlo(MCMC), Approximate Bayesian Computation(ABC), Bayesian Synthetic Likelihood(BSL), Variational Inference(VI)
bencwallace/Probly
A Python framework for working with random variables
JRigh/MC-Integration-and-simulations-in-R-and-Python
Monte Carlo (MC) Integration and simulations in R and Python
leg-ufpr/ce083
CE083 - Estatística Computacional I
MauroCE/Dissertation
Third year mathematics dissertation on variational, laplace and mcmc approximations of bayesian logistic regression
MauroCE/NeuralNetworksReadingGroup
Repository hosting website for the Neural Networks reading group at the University of Bristol.
MauroCE/StatisticalComputingPortfolio
Code and various files for the Statistical Computing 1 portfolio at the University of Bristol
rxthlessbeats/Business-Analytics-using-Computational-Statistic
Using R language to conduct data analysis and computational statistic projects
shermanlo77/oxwasp_phd
Code for the PhD thesis. The topic was on defect detection of 3D printing using x-rays. The repository includes an implementation of the mode filter and empirical null filter.
yijunyang/bis557
This is a repository for Yale course BIS 557 Computational Statistics.
ziming-zh/STATS406-Final-Project
This is a project repo of Umich 2022-2023 Fall course STATS406, using computational statistical methods to analyze potential bias in hand-written digit prediction process
ahaeusser/compstat_2024
Slides for the 26th International Conference on Computational Statistics (COMPSTAT 2024)
ica574/neogapp
A modernised ✨ version of the Gaussian Processes in Python package 📦 to be used natively with Python 3 🐍
JoshuaPaulBarnard/Data-Science
A repository for the various functions and programs I've made in the area's of: Data Science, Analytics, Machine Learning & Statistics.
JRigh/Antithetic-Variates
Antithetic Variates for Monte Carlo Variance Reduction
JuliusMaliwat/decoding-nba-positions-by-shots
A machine learning approach to categorize NBA players by role using shot characteristic data, highlighting the game's evolution over three decades.
Marco-Sau/Computational-Statistics
Course of computational statistics of the course of studies in applied computer science and data analysis (IADA)
mpokojovy/CSSC2024
Adaptive Location and Scale Estimation with Kernel Weighted Averages - Technical Appendix and Supplemental R Code for Pokojovy et al (2024) CSSC Paper