UaESMC statistical analysis demo now up and running!
Mar 13
Mar 13
The UaESMC team has completed a statistical analysis demo which can be accessed here. As a first public tool from the team it puts the principles of privacy-preserving analysis in practice.
The demo allows the user to carry out a number of simple statistical operations. These include: mean, five-number summary, t-test, chi-squared test, box plot, frequency plot, histogram, heatmap, quantiles and median absolute deviation.
Data for these operations are randomly generated with some built-in biases to make the analysis more meaningful. Operations can be performed on the following attributes: gender, age, age group, education, weight, number of doctor visits per two years and average monthly income. The sample database includes 2000 cases.
The demo allows the user to carry out a number of simple statistical operations. These include: mean, five-number summary, t-test, chi-squared test, box plot, frequency plot, histogram, heatmap, quantiles and median absolute deviation.
Data for these operations are randomly generated with some built-in biases to make the analysis more meaningful. Operations can be performed on the following attributes: gender, age, age group, education, weight, number of doctor visits per two years and average monthly income. The sample database includes 2000 cases.