I will do full inferential analysis including regression, hypothesis testing, t test

Unlock powerful insights from your data with expert inferential statistical analysis designed to drive your success. I go beyond basic summaries to deliver predictive models and hypothesis tests that help you make confident, data-driven decisions.

Here's how I can help:

• Accurate regression analysis using Pythons scikit-learn to forecast outcomes and explain key metrics like intercept, slope, and R²
• Clear hypothesis testing (t-tests, one-way ANOVA) with precise p-value interpretation to compare groups and reveal meaningful differences
• Robust correlation analysis using Pearsons method to uncover strong relationships and their significance
• Outlier detection via IQR and essential assumption checks (e.g., normality) to ensure your results are valid and reliable
• Efficient data transformations and variable coding using SPSS logic to streamline your workflow and maintain research quality
• Detailed, easy-to-understand reports with visualizations including boxplots, correlation heatmaps, and regression plots

No matter your data format Python, SPSS, ExceI deliver professional, actionable insights tailored to your needs. Lets transform your data into clear conclusions that drive impact.