Useful tips for everyday
What are the parameters of Bayesian multilevel regression? Bayesian multilevel regression MCMC iterations = 12,500 Metropolis–Hastings and Gibbs sampling Burn-in = 2,500 MCMC sample size…
Can you control for covariates in t test? By means of t-test you are assessing whether there is a significant difference between two sets of…
How do you rank data for the Kruskal-Wallis test? Step 1: Sort the data for all groups/samples into ascending order in one combined set. Step…
What is heavy-tailed and light-tailed distribution? Probability distributions that have thinner tails than an exponential distribution are light-tailed distributions. They go to zero much faster…
Is it true to say Bayes theorem states about relation between two conditional probability? Deriving Bayes’ Theorem. Bayes’ theorem centers on relating different conditional probabilities.…
What is the probability of flipping heads 3 times? The probability of getting 3 heads when you toss a “fair” coin three times is (as…
What is Normalised RMSE? The Normalized Root Mean Square Error (NRMSE) the RMSE facilitates the comparison between models with different scales. the normalised RMSE (NRMSE)…
Is there a learning curve effect a learning curve effect? Learning Curve measures the relation between increase in per worker productivity (leading to decrease in…
What are the OLS estimators? OLS estimators are linear functions of the values of Y (the dependent variable) which are linearly combined using weights that…
What math do I need for deep learning? Also, you don’t need to be Math wizards to be deep learning practitioners. You just need to…