SPSS Binary Regression Analysis
Budget: $30 – $250 USD
I’m looking for a statistician who can quickly run a binary-style regression in SPSS on a dataset that is already cleaned and ready to go.
Here’s what I need:
• Load the dataset into SPSS, confirm variable types, and, if necessary, recode the dependent categorical variable into a 0/1 format suitable for a binary model.
• Build and run the appropriate logistic regression, checking key assumptions (linearity in the logit for continuous predictors, multicollinearity, influential cases).
• Provide clear, well-formatted output tables showing coefficients, odds ratios, confidence intervals, model fit statistics, and any post-estimation diagnostics you consider relevant.
• Summarize the findings in plain language (one-page brief is fine), highlighting significant predictors and practical implications.
I’m comfortable with standard SPSS output but need your expertise to ensure the analysis is robust and the interpretation is accurate. A straightforward, replicable syntax file should accompany the results so I can rerun or adjust the model later.
Here’s what I need:
• Load the dataset into SPSS, confirm variable types, and, if necessary, recode the dependent categorical variable into a 0/1 format suitable for a binary model.
• Build and run the appropriate logistic regression, checking key assumptions (linearity in the logit for continuous predictors, multicollinearity, influential cases).
• Provide clear, well-formatted output tables showing coefficients, odds ratios, confidence intervals, model fit statistics, and any post-estimation diagnostics you consider relevant.
• Summarize the findings in plain language (one-page brief is fine), highlighting significant predictors and practical implications.
I’m comfortable with standard SPSS output but need your expertise to ensure the analysis is robust and the interpretation is accurate. A straightforward, replicable syntax file should accompany the results so I can rerun or adjust the model later.