I will do exploratory factor and sem analysis in r, spss, amos

For survey data analysis or need help with SEM, mediation, or moderation models and other statistical analysis

With expertise in SPSS, R, and Excel, Python I will analyze your survey or experimental data using advanced statistical methods and provide you with clear, interpretable results.

My services include:

• Structural Equation Modeling (SEM)
• Mediation & Moderation Analysis (PROCESS, bootstrapping, etc.)
• Confirmatory Factor Analysis (CFA)
• Reliability Tests (Cronbach's Alpha, Composite Reliability)
• Descriptive Statistics & Data Cleaning
• Hypothesis Testing (T-tests, ANOVA, regression, chi-square)
• Path Analysis & Model Fit Indices
• Visualizations: Path diagrams, correlation matrices, etc.

Tools I use:

• SPSS (with PROCESS & AMOS)
• R (lavaan, psych, SEM packages)
• Excel (for preliminary analysis or simpler models)

What you will get:

• A clean analysis report (Word or PDF)
• Well-explained output tables (with interpretation)
• Graphs/diagrams if needed (path diagrams, scatter plots, etc.)
• Support with writing methods and results sections

Why choose me?

• MPhil in Statistics | 10+ years of experience
• Experience with academic, thesis, and corporate survey analysis
• 100% accurate results