statistical-estimation

useR! 2026 CVXR Tutorial

EE7403 Image Analysis & Pattern Recognition

Final project for University of Colorado ASEN5044: Statistical Estimation of Dynamical Systems. MATLAB scripts analyze and estimate the movement of an orbiter of the asteroid Bennu using optical data from the orbiter's camera.

A collection of simple parameter estimation and significance tests for the comparison of multivariate means and variation, covered in Chapters 4 and 5 of the book Multivariate Statistical Methods. A Primer. 5th edition.

Simulation study: does fitting the blinking bunching envelope beat flat-plateau normalisation when certifying g2(0) of a pulsed single-photon source from finite HBT counts? Window pre-commitment, background calibration, 5 seeds.

Frequency estimation without bath resets for known finite Lindblad models: local-uniform O(1/N) mean-squared error under ideal probe-side controls, explicit recovery costs, and a global identifiability obstruction.

Kernel Density Estimation (KDE) in Python. Explore theory, implementation, bandwidth optimization, kernel functions, and practical applications with statsmodels and scipy.

Interplanetary spacecraft navigation using Batch LS, CKF, and EKF to process DSN measurements, estimate state and covariance, and map flyby targeting uncertainty to the B-plane.

Code for the paper "A Moment-Based Framework for Sub-Resolution Radar Scatterer Characterization"

Finite-cadence quantum metrology: noise-algebra criteria for error-corrected sensing, global minimax bounds, and compensation-resolution limits.

This project estimates the total number of valid GitHub users using a sampling-based approach due to API limitations. The project was developed and executed in PyCharm.