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Vehicle Data Analysis And Driver Behavior Prediction

Published:

In this experiment, we carried out a detailed analysis of a group of vehicle networking data, including but not limited to: preliminary analysis, histogram, scatter plot, boxplot analysis, fitting error analysis, mean square error analysis, quantile regression analysis, time series analysis, cluster analysis, and so on, and drew some conclusions with commercial value.

publications

Paper Title Number 2

Published in , 2010

This paper is about the number 2. The number 3 is left for future work.

talks

teaching

Teaching Assistant for Stochastic Processes

Undergraduate course, University of Science and Technology of China, Department of statistics, 2023

This course mainly introduces the basic concepts, methods and theory of stochastic processes. The contents include Poisson process, Markov chain and stationary process. It is required to master the relevant knowledge of these basic stochastic processes (based on the point of view of the sample path).