Tomoyuki E.

I possess expertise in various data analysis types, particularly in exparimental and clinical research. I have designed and conducted numerous experimental and clinical studies and surveys for companies and have submitted many of these as academic papers. The following URL contains a list of papers I have authored, along with my profile. Please refer to it for more information. My research portfolio: [login to view URL] ---- Strengths and Experience ---- As a healthcare professional, I have practical experience in the medical field. I have experience in presenting at academic conferences and writing academic papers, analyzing experimental data, clinical data, and real-world big data. I also have experience in preparing statistical analysis plans and analyzing data from renowned survey companies. ---- Analyses and Model Building ---- I am proficient in the following analyses and model building using R, Python, and JMP (SAS): Basic significance tests Cluster analysis Principal Component Analysis Multiple regression analysis Multivariate logistic regression analysis Propensity score matching Decision Tree Analysis Random forest regression analysis and classification Survival time analysis (Kaplan-Meier curve, log-rank test, Cox proportional hazards model) Model construction and validation ---- Target Audience ---- I aim to assist those uncertain about what data to collect for their objectives and those who have data but lack the skills to analyze and summarize it. ---- Areas of Expertise ---- I am capable of handling diverse challenges, particularly in medical-related issues, given my background in medical care. ---- Deliverables ---- I will provide a comprehensive report summarizing the analysis results and discussions, tailored to client specifications. The report will typically be a Word document, but I can adapt to other formats as requested. ---- Work Process ---- Upon receiving your request, I will conduct remote consultations via email to understand the purpose of your data collection and your ultimate goals. I will organize the data set, perform statistical analysis, and provide a report including a detailed discussion of the results.