The file household_dataset.csv contains data regarding a sample of 500 households randomly selected in a certain province. For these households, the following variables were obtained: 1) income – ...

Abstract: The Logit model and the Probit model are statistical models of Logistic regression and probability-based pattern recognition algorithms. The cases in which the Logit model and the Probit ...

The fundamental building block of neural network is a model that mimic neuron cell. We can model this neuron using a model that output a value between 0 and 1, zero representing inactive cell and 1 ...

1 Department of Statistics, Ladoke Akintola University of Technology, Ogbomoso, Nigeria. 2 Department of Statistics, Federal University of Technology Akure, Nigeria. 3 Department of Statistics, ...

Download PDF More Formats on IMF eLibrary Order a Print Copy Create Citation We compare how logit (fixed effects) and probit early warning systems (EWS) predict insample and out-of-sample currency ...

The logistic normal distribution has recently been adapted via the transformation of multivariate Gaussian variables to model the topical distribution of documents in the presence of correlations ...