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: https://researchmap.jp/tenokiya?lang=en---- 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 testsCluster analysisPrincipal Component AnalysisMultiple regression analysisMultivariate logistic regression analysisPropensity score matchingDecision Tree AnalysisRandom forest regression analysis and classificationSurvival 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.