CONSTRUCTING EARTHQUAKE DISASTER-EXPOSURE LIKELIHOOD INDEX USING SHAPLEY-VALUE REGRESSION APPROACH

Entropy Criterion In Logistic Regression And Shapley Value Of Predictors

The Shapley Value, The Core, and The Shapley - Shubik Power Index: A Simulation

The concept of Shapley values was first introduced into the game theory by Shapley [1953] in the framework of transferable payoffs, playing an important role in the game theory. According to a standard textbook on game theory it is interpreted as in what follows. “Suppose that all the players are arranged in some order, all orders being equally likely. Then player i’s Shapley value is the expec...

Disaster Mitigation Engineering -the Kobe Earthquake Disaster

The concept of plate tectonics is generally accepted in earth science and seismology. The surface of the earth is divided into rigid tectonic plates that move on the earth surface at extremely slow speed. The islands of Japan sit on the North American and Eurasian plates. The Pacific plate moves westward and the Philippines plate moves to northwest direction; both plates sink under the islands ...

Constructing Phylogenetic Trees Using Maximum Likelihood

Maximum likelihood methods are used to estimate the phylogenetic trees for a set of species. The probabilities of DNA base substitutions are modeled by continuous-time Markov chains. We use these probabilities to estimate which DNA bases would produce the data that we observe. The topology of the tree is also determined using base substitution probabilities and conditional likelihoods. Felsenst...

Enhanced likelihood computation using regression

In a rank based large vocabulary continuous speech recognition system [1], the correct leaf is expected to occupy the top rank positions. An increase in the number of times the correct leaf occurs in the top rank positions translates to an increase in word accuracy. In order to achieve low error rates, we need to discriminate the most confusable incorrect leaves from the correct leaf by lowerin...