Dear Client,
As a clinical pharmacist and experienced data analyst with over three years of expertise in SPSS and SEM using both SmartPLS and SPSS AMOS, I am confident in my ability to conduct in-depth reliability and validity assessments, including calculating Cronbach's Alpha, Composite Reliability (CR), and Average Variance Extracted (AVE). I have successfully applied Confirmatory Factor Analysis (CFA) to ensure construct validity in various projects, ensuring that models are well-defined and accurately measured. Additionally, I have conducted hypothesis testing and path analysis using SmartPLS SEM, calculating path coefficients, t-values, and significance levels with precision.
In my previous work, I have also provided mediation and moderation analysis, accompanied by comprehensive reports documenting the entire data analysis process from model setup to final interpretation. I ensure that all outputs, diagrams, and statistical justifications are well-documented, making the results easily verifiable. With my background in medical research and advanced statistical methods, I am well-equipped to meet your project needs and deliver detailed, accurate results. I look forward to the opportunity to work with you and bring my expertise to your research.
Best regards,
Ameena Riaz