Hybrid model based in deep machine learning with data mining applied to time-series and decision support

The Dwellers in the Garden of Allah 109... The Dwellers in the Garden of Allah

It applies a Markov-switching time series model to the current accounts of both countries, in which the transition probabilities depend on the level of the real exchange rate1. It

In fact, data mining techniques have already been used in E-learning systems, but most of the times their application is oriented to provide better support to students; little work

We present here a simple method that combines the power of current machine-learning tech- niques to face high-dimensional data with the likelihood- based inference tests used

The recent exponential growing of machine learning techniques (data-mining, deep-learning, manifold learning, linear and nonlinear regression techniques ... to cite but a few) makes

 The expansionary monetary policy measures have had a negative impact on net interest margins both via the reduction in interest rates and –less powerfully- the flattening of the

Jointly estimate this entry game with several outcome equations (fees/rates, credit limits) for bank accounts, credit cards and lines of credit. Use simulation methods to

In our sample, 2890 deals were issued by less reputable underwriters (i.e. a weighted syndication underwriting reputation share below the share of the 7 th largest underwriter