"I have solid background in statistics. I received Master degree from Virginia Tech and had 6 month on-campus statistical consulting experience (towards students, staff and faculty with/without statistics background), 1 year industrial consulting experience in chemical products company as statistical consultant and 3 years tutoring experience.

I am able to tutor the topics as follows:

-Fundamental statistics, Probability Theory, Statistical Inference, (Advanced) Regression, Experimental Design, Statistics in Research,

-Quality control (Statistical Process Control), Response Surface, Bayesian Statistics (Graduate Intro level),

-Survival Analysis(Intro level, Kaplan-Meier curve/estimator, Cox proportional hazards model, Log-rank test),

-Mediation Analysis, Moderation Analysis, Linear Mixed model, GLMM, GEE, Structure equation model, Latent Growth Curve, Path Analysis, Confirmatory Factor Analysis,

-Repeated Measure ANOVA, Mixed ANOVA, MANOVA, ANCOVA, Explanatory factor analysis,

-Classification (LDA, KNN, QDA), Decision Tree (Intro), Principal Component Analysis(Intro), Clustering analysis (Intro) and Time series (AR, MA, ARIMA, SARIMA, Simple exponential smoothing, Holt-Winters).

-Longitudinal data analysis using SAS or R

-REDCap database setup (classic and longitudinal design, development and production mode changes, piping, embedding, calculation and smart variables techniques)

Good at using R (R shiny), SAS (SAS 9.4, SAS Enterprise Guide, SAS studio), Minitab, JMP, SPSS, MySQL, SQLite, Tableau, and Excel.

Language: English, Chinese Mandarin." less...