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- Publications
- Influence
Bayesian estimation based on summary statistics: Double asymptotics and practice
- Tingting Cheng, Jiti Gao, Peter C. B. Phillips
- Mathematics
- 2017
Ergodic theorem shows that ergodic averages of the posterior draws converge in probability to the posterior mean under the stationarity assumption. The literature also shows that the posterior… Expand
- 5
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- PDF
Pathological Evidence Exploration in Deep Retinal Image Diagnosis
- Yuhao Niu, L. Gu, +7 authors Tingting Cheng
- Computer Science
- AAAI
- 6 December 2018
TLDR
Optimal Model Predictive Control for Path Tracking of Autonomous Vehicle
- Lei Li, Zhurong Jia, Tingting Cheng, Xinchun Jia
- Engineering
- Third International Conference on Measuring…
- 6 January 2011
This paper investigates the optimal model predictive control for the path tracking of an autonomous vehicle. For the control algorithm of an autonomous vehicle following pre-calculated path, two… Expand
Nonparametric localized bandwidth selection for Kernel density estimation
- Tingting Cheng, Jiti Gao, X. Zhang
- Mathematics
- 9 August 2019
ABSTRACT As conventional cross-validation bandwidth selection methods do not work properly in the situation where the data are serially dependent time series, alternative bandwidth selection methods… Expand
Bayesian Bandwidth Estimation in Nonparametric Time-Varying Coefficient Models
- Tingting Cheng, Jiti Gao, X. Zhang
- Mathematics
- 2 January 2019
Bandwidth plays an important role in determining the performance of nonparametric estimators, such as the local constant estimator. In this article, we propose a Bayesian approach to bandwidth… Expand
Semiparametric Localized Bandwidth Selection in Kernel Density Estimation
- Tingting Cheng, Jiti Gao, X. Zhang
- Mathematics
- 10 May 2014
Since conventional cross-validation bandwidth selection methods do not work for the case where the data considered are serially dependent, alternative bandwidth selection methods are needed. In… Expand
Design and measurement of an indoor Li-Fi system based on 802.3 protocol
- Tingting Cheng, Minglun Zhang
- Computer Science
- 9th International Conference on Advanced Infocomm…
- 1 November 2017
TLDR
A longitudinal control of an autonomous platoon with control input delays
- Zhurong Jia, Xinchun Jia, Lei Li, Tingting Cheng
- Mathematics
- Proceedings of the 30th Chinese Control…
- 22 July 2011
TLDR
Bayesian Bandwidth Selection in Nonparametric Time-Varying Coefficient Models
- Tingting Cheng, Jiti Gao, X. Zhang
- 12 February 2013
Bandwidth plays an important role in determining the performance of local linear estimators. In this paper, we propose a Bayesian approach to bandwidth selection for local linear estimation of… Expand
A frequentist approach to Bayesian asymptotics
- Tingting Cheng, J. Gao, P. Phillips
- Mathematics
- 1 October 2018
Ergodic theorem shows that ergodic averages of the posterior draws converge in probability to the posterior mean under the stationarity assumption. The literature also shows that the posterior… Expand