bayesian-estimation

There are 1 repository under bayesian-estimation topic.

AndreiMoraru123 / 2D-Tracker
Linear, Extended & Unscented Kalman filter Fusion Models for 2D tracking
2d animation bayesian-estimation control-theory extended-kalman-filter file-exchange funny-game kalman-filter kalman-tracking lqr matlab-gui matlab-oop object-tracking pole-placement romanian sensor-fusion unscented-kalman-filter unscented-transformation vehicle-model state-space
Language:MATLAB 8
fipelle / replication-hasenzagl-et-al-2020
Replication code for "A Model of the Fed's View on Inflation".
phillips-curve inflation-dynamics output-gap unobserved-components bayesian-estimation okun-law
Language:Jupyter Notebook 8
ifrunistuttgart / ParticleFilter_UpdraftEstimator
This repository contains a flight-tested Python implementation of a particle-filter-based multiple thermal updraft estimator that allows autonomous updraft localization and exploitation.
autonomous-vehicles flight-control autonomous-soaring bayesian-estimation particle-filter energy-efficiency embedded-systems raspberry-pi
Language:Python 3
BaptisteBourrillon / Quantitative_macroeconomics
The folder contains examples and codes developed in the Willy Mutchler lecture's at the Tübingen University . The course deals with estimation of SVAR and DSGE models
bayesian-estimation dsge-models monte-carlo-simulation svar time-series-analysis
Language:AMPL 1
kkoukouletsou / Pattern-Recognition-and-Machine-Learning
Assignments for Pattern Recognition and Machine Learning Course at ECE AUTH.
bayesian-estimation decision-trees maximum-likelihood-estimation mlp-classifier random-forest rbf-neural-networks svm-classifier
Language:Jupyter Notebook 1
wajoel / tvp-var-sv-model
TVP-VAR-SV modeling in MATLAB.
bayesian-estimation financial-forecasting impulse-response-analysis tvp-var-sv-modeling volatility-spillover
Language:MATLAB 1
danli0922 / powerlink_ordinal
Power Link Functions in Modeling Dependent Ordinal Data
bayesian-estimation ordinal-regression gaussian-processes skewness stan rstan
Language:R 0
mliigo / Master-Thesis-Code
Code for Master Thesis titled: "Dynamic Factor Model with Time-Varying Parameters: Simulation Study & Application to International Inflation Dynamics"
gibbs-sampling inflation simulation-study bayesian-estimation dynamic-factor-models stochastic-volatility time-varying-parameters
Language:Python 0
ohmthanap / CS559_Machine-Learning-Fundamentals-Applications
Learned the fundamentals and applications in ML: Intro to Prob. & Linear algebra, Decision Theory, MLE & BE, Linear Model, Linear Discriminant function, Perceptron, FLD, PCA, Non-parametric Learning, Clustering, EM, GMM, EM and Latent Variable Model, Probabilistic Graphical Model, Bayesian Network, Neural Network, SVM, Decision Tree and Boosting
bayesian-estimation bayesian-network boosting clustering decision-theory decision-tree gmm latent-variable-models linear-algebra linear-discriminant-function linear-model maximum-likelihood-estimation neural-network pca perceptron probabilistic-graphical-models probability support-vector-machine non-parametric-learning
Language:Jupyter Notebook 0
paavanindela / CS215
Data Analysis and Interpretation
bayesian-estimation multivariate-gaussian-distribution pca-analysis gaussian-distribution statistics
Language:TeX 0
Robotics-Estimation-and-Learning
ErfanRzt / Robotics-Estimation-and-Learning
This repository represents my work through out the "Robotics: Estimation and Learning" course offered by University of Pennsylvania which is available on Coursera online learning platform.
bayesian-estimation gaussian-models kalman-filter localization mapping mooc occupancy-grid-map particle-filter robotics slam coursera
Language:MATLAB
fipelle / replication-hasenzagl-et-al-2025
Replication code for "Analysing inflation with semi-structural models".
phillips-curve inflation-dynamics output-gap okun-law unobserved-components bayesian-estimation
Language:Julia