29,093 research outputs found
Exploring the Giving Practices in American Mosques: Why Do Muslims Give So Little to Their Mosques?
This article represents the first effort to explore the giving practices of Muslims in American mosques. The research for this article was based on two studies: (1) a previously published study, “The American Mosque 2011,” which consisted of 524 telephone interviews of mosque leaders; and (2) a previously unpublished 2013 study of 3 mosques and the 2016 follow-up interviews with donors from the three mosques. The results show that mosque attendees give much less than their counterparts in churches. Interviews with donors in the three mosques were conducted in order to draw some preliminary conclusions as to why the giving rate in mosques is low. The interviews indicate that one of the underlying factors for the low rate of giving is that mosque attendees do not have a clear theology for giving to mosques and that a culture of giving to mosques does not exist among immigrant Muslims. It must be emphasized that this article is exploratory. Broader and more in-depth studies are needed to develop definitive conclusions about giving practices in mosques
Do economic crises lead to health and nutrition behavior responses?: analysis using longitudinal data from Russia
Using longitudinal data on more than 2,000 Russian families spanning the period between 2007 and 2010, this paper estimates the impact of the 2009 global financial crisis on food expenditures, health care expenditures, and doctor visits in Russia. The primary estimation strategy adopted is the semi-parametric difference-in-difference with propensity score matching technique. The analysis finds that household health and nutritional behavior indicators do not vary statistically between households that were crisis-affected and households that were not affected by the crisis. However the analysis finds that crisis-affected poor families curtailed their out-of-pocket health expenditures during and after the crisis more than poor families that were not affected by the crisis did. In addition, crisis-affected vulnerable groups changed their health behavior. In particular, households with low educational attainment of household heads and households with more elderly people changed their health and nutrition behavior response when affected by the crisis. The results are invariant to the propensity score matching techniques and parametric fixed effects estimation models
About Pyramid Structure in Convolutional Neural Networks
Deep convolutional neural networks (CNN) brought revolution without any doubt
to various challenging tasks, mainly in computer vision. However, their model
designing still requires attention to reduce number of learnable parameters,
with no meaningful reduction in performance. In this paper we investigate to
what extend CNN may take advantage of pyramid structure typical of biological
neurons. A generalized statement over convolutional layers from input till
fully connected layer is introduced that helps further in understanding and
designing a successful deep network. It reduces ambiguity, number of
parameters, and their size on disk without degrading overall accuracy.
Performance are shown on state-of-the-art models for MNIST, Cifar-10,
Cifar-100, and ImageNet-12 datasets. Despite more than 80% reduction in
parameters for Caffe_LENET, challenging results are obtained. Further, despite
10-20% reduction in training data along with 10-40% reduction in parameters for
AlexNet model and its variations, competitive results are achieved when
compared to similar well-engineered deeper architectures.Comment: Published in 2016 International Joint Conference on Neural Networks
(IJCNN
Implications of the PPSMI policy for the performance of Malaysian secondary schools in mathematics and science subjects
The introduction of the Teaching and Learning Mathematics and Science Subjects in
English (PPSMI) policy to change the medium of instruction in mathematics and
science subjects from Bahasa Melayu to English has raised many debates on the
effectiveness of the policy and the ability of the schools, teachers and pupils to
adapt to the new medium of instruction. This study evaluates the implications of
the PPSMI policy for the school performance in mathematics and science subjects.
The school performances before and after the implementation of the policy were
assessed and compared according to school types, states, and locations by
developing an advanced technique in measuring school efficiency based on hybrid
returns to scale (HRS) data envelopment analysis (DEA). A new methodology of
measuring change in performance over time based on the Malmquist index was also
developed to measure the difference in performance before and after the
implementation of the policy. The aim of developing the methodologies is to provide
an alternative assessment of the implications of the PPSMI policy for the school
performance in mathematics and science subjects thus helping the Ministry of
Education Malaysia to decide on the direction of the PPSMI policy.
The HRS DEA model is a new extension in DEA based on the concept of selective
proportionality in the relationship of input-output variables. It gives a better
estimate compared to the original convex models, the constant returns to scale
(CRS) and the variable returns to scale (VRS), when some of the inputs and outputs
have proportional relationship while others do not. In this study, an HRS-based DEA
model utilising 10 inputs and 8 outputs was developed to assess the efficiency of
schools from three states i.e. Kedah, Penang, and Perlis. The schools comprise of
three different types i.e. the national, fully residential, and religious
school-types. The efficiency was also assessed by using the CRS and VRS models to
compare the results.
The Malmquist index is a popular productivity index for measuring efficiency over
time. The Malmquist index can be calculated from the CRS-based or the VRS-based DEA
efficiency scores. This study developed a new productivity index called the
HRS-based Malmquist index. This is similar to the VRS-based Malmquist index but the
calculation of the index is based on the efficiency scores from the HRS DEA model.
The efficiency scores and Malmquist indices of schools in different categories (i.e. school-types, states, and locations) were tested for significant difference by using nonparametric statistical tests. Nonparametric statistical tests were used due to the nonparametric nature of DEA. The statistical tests used in this study are Mann-Whitney U Test and Kruskal-Wallis Test to look at independent samples such as samples from different school-types, and Wilcoxon Signed Ranks Test and Friedman's Two-Way Analysis of Variance to examine dependent samples such as the difference in performance before and after the implementation of the policy
Sharp interface limit of an energy modelling nanoparticle-polymer blends
We identify the -limit of a nanoparticle-polymer model as the number
of particles goes to infinity and as the size of the particles and the phase
transition thickness of the polymer phases approach zero. The limiting energy
consists of two terms: the perimeter of the interface separating the phases and
a penalization term related to the density distribution of the infinitely many
small nanoparticles. We prove that local minimizers of the limiting energy
admit regular phase boundaries and derive necessary conditions of local
minimality via the first variation. Finally we discuss possible critical and
minimizing patterns in two dimensions and how these patterns vary from global
minimizers of the purely local isoperimetric problem.Comment: Minor changes. Rephrased introduction. This version is to appear in
Interfaces and Free Boundarie
Axisymmetric critical points of a nonlocal isoperimetric problem on the two-sphere
On the two dimensional sphere, we consider axisymmetric critical points of an
isoperimetric problem perturbed by a long-range interaction term. When the
parameter controlling the nonlocal term is sufficiently large, we prove the
existence of a local minimizer with arbitrary many interfaces in the
axisymmetric class of admissible functions. These local minimizers in this
restricted class are shown to be critical points in the broader sense (i.e.,
with respect to all perturbations). We then explore the rigidity, due to
curvature effects, in the criticality condition via several quantitative
results regarding the axisymmetric critical points.Comment: 26 pages, 6 figures. This version is to appear in ESAIM: Control,
Optimisation and Calculus of Variation
Islam and pluralism : does Quran approve religious pluralism?
As for the relation between Islam and pluralism, it seems a little bit complicated. There are some verses in The Koran for pluralism and at the same time we have some verses against. Among the sayings of Prophet Muhammad like the some Koranic verses, we came across with something good and bad for non-Muslims in special contexts. By another saying, we find both positive and negative statements for Jews and Christians in different circumstances. Muslim scholars the complexity still exists. We find both positive and negative stances. So it is difficult to see a standard or official view on this issue. However, we should point out that Islam recognizes all the sacred (Semitic) books and their messages. It accepts all prophets of that traditions. It defines itself as the last and perfect religion of Semitic tradition and states that no other religion will be accepted from anybody else other then itself. It criticizes both the Jews and Christians especially about their failure to uphold the Oneness of God, tawhid, and to preserve the authenticity of their scripture from interventions. This exclusivist aspect of Islam as many conservative scholars formed with putting together some evidences from the Koran is generally accepted by Muslims
Existence of Ground States of Nonlocal-Interaction Energies
We investigate which nonlocal-interaction energies have a ground state
(global minimizer). We consider this question over the space of probability
measures and establish a sharp condition for the existence of ground states. We
show that this condition is closely related to the notion of stability (i.e.
-stability) of pairwise interaction potentials. Our approach uses the direct
method of the calculus of variations.Comment: This version is to appear in the J Stat Phy
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