I can help you conduct Multiple Linear Regression and Reporting

Why Hire Me?

With over 7 years of experience in regression modeling across academic and industry projects, I deliver precise results and actionable interpretations.

• Proficient in R, Python, SPSS, and Excel for regression model building and diagnostics

• Skilled in working with both quantitative and categorical predictors

• Apply rigorous assumption testing, multicollinearity checks, and outlier treatment

• Deliver easy-to-understand interpretations with strong visual support

• Experience with sector-specific applications in healthcare, marketing, HR, and more

What I Need to Start Your Work

• Project Details

  • Clear project aim and your objective for using multiple linear regression

  • Specific research questions or hypotheses being tested

• Data and Data Description

  • Dataset in .csv, .xlsx, or other supported format

  • Description of variables and any preprocessing already performed

• Model Requirements

  • Predictors to include (quantitative, dummy, interaction terms)

  • Any assumptions or diagnostics you want prioritized (e.g., VIF, residuals)

• Reporting Expectations

  • Output format (Word, PDF, script + output)

  • Inclusion of plots, interpretations, and statistical outputs

• Communication Preferences

  • Preferred communication method (email, call, etc.)

  • Deadlines and check-in preferences