JEONGMI KIM

Texas A&M University

College Station, TX

02.2022 - Current

Worked on projects using knowledge gained in classes to find Risk factors for postoperative nausea and vomiting in oncological surgery using logistic regression
Reviewed related literature and conducted statistical analysis to support research efforts
Analyzed problems, identified solutions, and made decisions
Performed microarray analysis and next-generation sequencing analysis for human genes related to breast cancer using R, utilizing BioConductor and
Biomart Ensembl database
Performed exploratory analysis, detected outliers and influential points, and obtained inference using likelihood ratio and Wald test for pollution data
Performed data normalization with scaling and categorization, Fitted logit models, estimated probability of event and checked adequacy of model using
Hosmer Lemeshow testing for pollution data for heart data
Model validation with training and testing data sets and analyzed confusion matrix and ROC Curve
Computed K-M survival curves for treatment groups, obtained C
I, plotted hazards curves and estimated mean of N-A estimator with C.I for Kidney data
Analyzed Prednisolone data using survreg and survfit in R with Weibull, exponential, and lognormal and chose best-fitted model using various model selection methods such as AIC and BIC and Obtained C.I using delta method and estimated survival probability