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Often, variables are linked to each other via a network. When such a network structure is known, this knowledge can be incorporated into regularized regression settings via a network penalty term. However, when the type of interaction via the network is unknown (that is, whether connections are...
Persistent link: https://www.econbiz.de/10012898830
We develop an algorithm that incorporates network information into regression settings. It simultaneously estimates the covariate coefficients and the signs of the network connections (i.e. whether the connections are of an activating or of a repressing type). For the coefficient estimation...
Persistent link: https://www.econbiz.de/10010378876
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Often, variables are linked to each other via a network. When such a network structure is known, this knowledge can be incorporated into regularized regression settings via a network penalty term. However, when the type of interaction via the network is unknown (that is, whether connections are...
Persistent link: https://www.econbiz.de/10012174169
There are many situations in which different groups make collective decisions by committee voting, with each group represented by a single person. A natural question is what voting system such a committee should use. Concepts based on voting power provide guidelines for this choice. The two most...
Persistent link: https://www.econbiz.de/10010337025
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An important feature of bond markets is the relationship between the IPO price and the probability that the issuer defaults. On the one hand, the default probability affects the IPO price. On the other hand, IPO prices affect the default probability. It is a priori unclear whether agents can...
Persistent link: https://www.econbiz.de/10012968563
There are many situations in which different groups make collective decisions by committee voting, with each group represented by a single person. A natural question is what voting system such a committee should use. Concepts based on voting power provide guidelines for this choice. The two most...
Persistent link: https://www.econbiz.de/10012953580