Data Analysis
Budget: $30 – $250 USD
I have a dataset in CSV file format, I need you to analyse it and provide the specific deliverables listed here:
1. Descriptive Statistics for categorical and continous vaariables. The two types of variables are listed in the CSV file and labeled accordingly.
2. Conduct a multicoliniarity test between the two sets of variables.
3. Genarate propsensity scores for the data using logit regression
4. Generate the Average Marginal Effects from the Logistic Regression using Delta-method
5. Calculate the treatment effect using propensity scores matching.
A sample paper indicating the required output will be shared.
Note: The firts column of the data set CF_Part tells you if a respondent participates in contract farming or not. That should be used in differentiating the two groups.
1. Descriptive Statistics for categorical and continous vaariables. The two types of variables are listed in the CSV file and labeled accordingly.
2. Conduct a multicoliniarity test between the two sets of variables.
3. Genarate propsensity scores for the data using logit regression
4. Generate the Average Marginal Effects from the Logistic Regression using Delta-method
5. Calculate the treatment effect using propensity scores matching.
A sample paper indicating the required output will be shared.
Note: The firts column of the data set CF_Part tells you if a respondent participates in contract farming or not. That should be used in differentiating the two groups.