Useful tips for everyday
When to do cross validated with no convergence of loss? And while doing that when is no convergence of loss ( Loss is not decreasing…
When is a posterior distribution called a conjugate distribution? In Bayesian probability theory, if the posterior distributions p ( θ | x) are in the…
What is Sepset? Sepset Biosciences Inc. is an adMare BioInnovations spin-off company in collaboration with Dr. Robert Hancock and Dr. Olga Pena at the University…
How do you know how many factors to retain? MAP determines the number of factors to retain by examining the correlation matrix. “Statistically, components (or…
When calculating the adjusted R-squared What is it adjusted for? Adjusted R-squared is a modified version of R-squared that has been adjusted for the number…
How do you test covariate balance? Covariate balance is typically assessed and reported by using statistical measures, including standardized mean differences, variance ratios, and t-test…
What is H leverage? High-leverage points are those observations, if any, made at extreme or outlying values of the independent variables such that the lack…
What is predictor machine learning? Predictor variables in the machine learning context the the input data or the variables that is mapped to the target…
What is a multivariate time series? A Multivariate time series has more than one time-dependent variable. Each variable depends not only on its past values…
How to test relationship between two categorical variables? This test is used to determine if two categorical variables are independent or if they are in…