Binary logistic regression SPSS expert
Budget: €30 – €250 EUR
I am looking for an expert in binary logistic regression analysis using SPSS. The purpose of this analysis is to predict binary outcomes, determine relationships between the independent variables, and identify significant predictors.
The sample size for the data is approximately between 300 - 400.
I already have a specific list of independent variables that I would like to include in the analysis. I would need an analysis of the main effects as well as the interaction effects between the independent variables. Because one of the variables is a score that holds 4 distinct subscores there need to be calculated a separate binary logistic analysis with those subdimensions since otherwise, they would correlate too high with the global score.
Ideal skills and experience for this job include:
- Proficiency in conducting binary logistic regression analysis using SPSS (main effects and interaction effects)
- Strong understanding of statistical concepts and techniques (used Method in SPSS e.g. "Enter" or "Stepwise" and back up the reasoning for the choice with a source)
- Knowledge of how to check for assumptions and how to deal with violations including an explanation of the solution backed up by a source
- Ability to interpret and communicate results effectively in an easily understandable way
- Attention to detail and accuracy in data analysis
If you have the expertise and skills required for this project, please submit your proposal. Since I especially struggle to understand interaction effects and the best ways to deal with violations of assumptions I would prefer someone who can provide me with sources so I can read up on them. I would need a short Word document stating the results and interpretation as well as the SPSS outputs (because of the visualization of the data) and the syntax in case I have any further questions. I added my struggles at the end of the task because I'm not sure how to solve those issues since I am confused because of sources, contradicting each other.
The sample size for the data is approximately between 300 - 400.
I already have a specific list of independent variables that I would like to include in the analysis. I would need an analysis of the main effects as well as the interaction effects between the independent variables. Because one of the variables is a score that holds 4 distinct subscores there need to be calculated a separate binary logistic analysis with those subdimensions since otherwise, they would correlate too high with the global score.
Ideal skills and experience for this job include:
- Proficiency in conducting binary logistic regression analysis using SPSS (main effects and interaction effects)
- Strong understanding of statistical concepts and techniques (used Method in SPSS e.g. "Enter" or "Stepwise" and back up the reasoning for the choice with a source)
- Knowledge of how to check for assumptions and how to deal with violations including an explanation of the solution backed up by a source
- Ability to interpret and communicate results effectively in an easily understandable way
- Attention to detail and accuracy in data analysis
If you have the expertise and skills required for this project, please submit your proposal. Since I especially struggle to understand interaction effects and the best ways to deal with violations of assumptions I would prefer someone who can provide me with sources so I can read up on them. I would need a short Word document stating the results and interpretation as well as the SPSS outputs (because of the visualization of the data) and the syntax in case I have any further questions. I added my struggles at the end of the task because I'm not sure how to solve those issues since I am confused because of sources, contradicting each other.
Related categories:
Statistics
Statistical Analysis
SPSS Statistics
Data Analysis
Regression Analysis