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~institution:"Cowles Foundation for Research in Economics, Yale University"
~institution:"Department of Economics, School of Business"
~institution:"Econometric Society"
~subject:"Nonparametric estimation"
~subject:"aggregate consumption patterns"
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Nonparametric estimation
aggregate consumption patterns
Artificial neural networks
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Farhat, Dan
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Gao, Jiti
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Phillips, Peter C.B.
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Cowles Foundation for Research in Economics, Yale University
Department of Economics, School of Business
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Functional Coefficient Nonstationary Regression
Gao, Jiti
;
Phillips, Peter C.B.
-
Cowles Foundation for Research in Economics, Yale University
-
2013
. An empirical illustration examines nonlinear dependencies in
aggregate
consumption
function behavior in the US over the …
Persistent link: https://www.econbiz.de/10010895669
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2
Information Processing, Pattern Transmission and
Aggregate
Consumption
Patterns in New Zealand:
Farhat, Dan
-
Department of Economics, School of Business
-
2014
This study explores the value of information transmission in training heterogeneous Artificial Neural Network (ANN) models to identify patterns in the growth rate of aggregate per-capita consumption spending in New Zealand. A tier structure is used to model how information passes from one ANN to...
Persistent link: https://www.econbiz.de/10011165621
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