- Statistical Analysis I can perform various statistical analyses on your data, including descriptive statistics, inferential statistics, hypothesis testing, regression analysis, and more. I use statistical software such as R and SPSS to conduct these analyses.
- Data Visualization:I can create visually appealing and informative graphs, charts, and plots to help you understand and communicate your data effectively. This includes bar charts, line graphs, scatter plots, heatmaps, and more.
- Experimental Design: I can assist you in designing experiments and surveys to ensure that your data collection process is efficient and yields reliable results. I offer sample size determination, randomization, and control group selection.
- Statistical Modeling: I can develop statistical models to analyze complex relationships in your data. This includes linear regression, logistic regression, time series analysis, survival analysis, and more. I also offer model selection and validation.
- Data Cleaning and Preprocessing: I can help you clean and preprocess your data to ensure its quality and reliability. This includes handling missing data, outlier detection and treatment, data transformation, and data normalization.
- Statistical Consulting: I can provide guidance and advice on statistical methods and techniques for your research or business projects. I can help you interpret statistical results, answer research questions, and make data-driven decisions.
- Report Writing: I can assist you in writing clear and concise reports summarizing your statistical analysis and findings.
I strive to deliver high-quality work, meet deadlines, and provide clear and actionable insights from your data. Whether you need assistance with a one-time project or ongoing statistical support, I am here to help you make sense of your data and achieve your goals.