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The relative efficiencies of various predictors in spatial econometric models containing spatial lags
Spatial models with spatial lags Optimal and suboptimal prediction efficiencies BLUP Kriging
2015/9/24
The purpose of this paper is to describe prediction efficiencies of various suboptimal predictors relative to the efficient (kriging) minimum mean square error predictor in spatial models containing s...
Generalized Shrinkage Methods for Forecasting using Many Predictors
high dimensional model empirical Bayes dynamic factor models
2014/3/18
This paper provides a simple shrinkage representation that describes the operational characteristics of various forecasting methods designed for a large number of orthogonal predictors (such as princi...
Using the extended innovation attributes framework and consumer personal characteristics as predictors of internet banking adoption
consumer behaviour innovation attributes internet banking logistic regression
2011/10/5
The presumed dominant role of usability attributes (ie usefulness and ease of use) in predicting consumer adoption of a technologically based innovation (eg internet banking — IB) is reexamined, by us...
Forecasting Using Principal Components From a Large Number of Predictors
Factor models Forecasting Principal components
2014/3/18
This article considers forecasting a single time series when there are many predictors (N) and time series observations (T). When the data follow an approximate factor model, the predictors can be sum...