My Account | Careers | Downloads | Blog

PROJECT TITLE :

Asymptotic Confidence Regions for High-Dimensional Structured Sparsity - 2018

ABSTRACT:

In the setting of high-dimensional linear regression models, we propose two frameworks for constructing pointwise and cluster confidence sets for penalized estimators, that incorporate prior information about the organization of the nonzero coefficients. This is often done by desparsifying the estimator by S. van de Geer and B. Stucky and S. van de Geer et al., then using an applicable estimator for the precision matrix T. In order to estimate the precision matrix a corresponding structured matrix norm penalty has got to be introduced. After normalization the result's an asymptotic pivot. The asymptotic behavior is studied and simulations are added to review the differences between the 2 schemes.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE : Detection of Peach Disease Image Based on Asymptotic Non-Local Means and PCNN-IPELM ABSTRACT: This paper proposes a peach disease detection method based on the asymptotic non-local means (ANLM) image algorithm
PROJECT TITLE :Unified saturated proportional derivative control framework for asymptotic stabilisation of spacecraftABSTRACT:In this study, the authors propose a unified approach to saturated proportional spinoff (SPD) controller
PROJECT TITLE :Disturbance-Observer-Based PD Control of Flexible Joint Robots for Asymptotic ConvergenceABSTRACT:This paper proposes a robust PD control theme for flexible-joint robots based mostly on a disturbance observer (DOB).
PROJECT TITLE :On the Problem of Minimum Asymptotic Exit Rate for Stochastically Perturbed Multi-Channel Dynamical SystemsABSTRACT:We tend to take into account the matter of minimizing the asymptotic exit rate with that the controlled-diffusion
PROJECT TITLE :Asymptotic Mutual Information Statistics of MIMO Channels and CLT of Sample Covariance MatricesABSTRACT:During this paper, we tend to take into account the fluctuation of mutual data statistics of a multiple input

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry