"Lily received her PhD degree in Statistics from Michigan State University and has been university professor for more than 30 years. She has developed and taught all statistics courses at all levels from undergraduate to PhD programs. She is very patient and excellent teacher with rich experience in teaching and consulting statistics, data science and mathematics. Lily has successfully mentored many graduate students, both MS and PhD, to completion. Lily has published more than 50 journal articles and two books in statistical methodologies and presented her research on both national and international statistics conferences. She received eLearning training certificate and was nominated for excellence in teaching during her professorship career and received many outstanding awards for her volunteering works for statistics organizations. Lily is excellent teacher both in person and online tutoring.

Lily offers her services on design of study, data collection, data visualization, data processing and integration, data analysis, predictive modeling and interpretations for undergraduate research-intensive (RI) projects, MS theses, PhD dissertations and industrial projects. To be more specific, Lily tutors statistics courses including, but not limited to, AP statistics, introductory statistics, introduction to data science, intermediate statistics, applied statistics, computational statistics, probability and statistics, statistics for engineers, applied statistics, regression modeling, design of experiment, quality control, statistical learning, time series analysis, survival analysis, longitudinal data analysis, biostatistics, environmental statistics, machine learning and data mining, etc.

With the solid knowledge, it is Lily’s deep desire and pleasure to help others to learn. Helping others give her value of living. She believes that anyone who is willing to learn and spends time and effort in learning, should deserve success. That is why she is listed here for you. If you have question, please don't hesitate to c" less...