We propose the group knockoff filter, a method for false discovery rate control in a linear regression setting where the features are grouped, and we would like to select a set of relevant groups which have a nonzero effect on the response. By considering the set of true and false discoveries at the group level, this method gains power relative to sparse regression methods. We also apply our me...

Throughout this congress we have heard many moving testimonies. On Thursday the stories highlighted the presence of Jesus among the peoples of Asia, especially among the poor and marginalised. On Friday stories witnessed to Jesus amidst the great religions of Asia. Today testimonies have focused upon the cultures of Asia. In day-to-day life we do not neatly separate these three aspects. As the ...

The marriage of computer and telecommunications technologies has created a new electronic networking environment on which business and services are delivered. Today, anyone who has a connection to the Internet is able to access easily an abundance of information that is made available online. No doubt, the technological advancement will eventually transform the way many organizations operate an...

Load profiles generated by smart meters represent a privacy concern when analyzed by Non-Invasive Load Monitoring algorithms. Past research in preserving privacy and countering these algorithms has negated the benefits provided by smart meters. This research seeks to protect consumer privacy while maintaining the benefits of smart meters. The method proposed achieves this through the addition o...

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Consumer Generated Media(CGM) is growing rapidly and the amount of content is increasing. However, it is often difficult for users to extract important contents and the existence of contents recording their experiences can easily be forgotten. As there are no methods or systems to indicate the subjective value of the contents or ways to reuse them, subjective annotation appending subjectivity, ...

BACKGROUND The development of consumer health information applications such as health education websites has motivated the research on consumer health vocabulary (CHV). Term identification is a critical task in vocabulary development. Because of the heterogeneity and ambiguity of consumer expressions, term identification for CHV is more challenging than for professional health vocabularies. O...

In this paper we propose the application of the original, superlative price index formula for the measurement of commodity substitution bias associated with Consumer Price Index (CPI). In our simulation study we compare CPI bias values calculated by using the original price index formula with those calculated on the basis of some known, superlative price indices.

We use shifts in food Engel curves among the U.S. elderly to estimate the extent of Consumer Price Index (CPI) bias specific to this population. Over the last thirty years the share of total expenditure devoted to food has declined more rapidly for elderly-headed households than for other households. This decline is not explained by a more rapid increase in measured total expenditure for the el...

This study aims to study the effect of elimination of government intervention and liberalizationin meat market in rural area in Iran on consumer welfare with time series data for 1981-2007.An alternative partial equilibrium model was developed to examine the welfare effect of meattrade liberalization. Result show that on producer side, government budget (subsidy onproduction), foreign exchange ...