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Subject: NA Digest, V. 18, # 29
NA Digest Monday, July 23, 2018 Volume 18 : Issue 29
Today's Editor:
Daniel M. Dunlavy
Sandia National Labs
[log in to unmask]
Today's Topics:
Advances in PDEs, USA, Aug 2018
Sparse Days at CERFACS, France, Sep 2018
Financial Support, Meshing Roundtable, USA, Oct 2018
Mod/Sim/Optim of the Cardiovascular System, Germany, Oct 2018
Large-Scale Models: Numerical Methods, Bulgaria, Jun 2019
Program Manager Position, Applied Math Program, DOE
Postdoc Position, High Performance Numerical Techniques, France
Postdoc Position, Univ of Queensland, Brisbane, Australia
Postdoc Positions and Other Opportunities, NSF-Simons Center, UCI
Postdoc Positions, Air Force Institute of Technology
Postdoc Positions, Optimization and Decision Support, Berkeley Lab
PhD Position, HPC, Univ of Wuppertal
PhD Position, Iterative Methods, EDF and Cerfacs, France
PhD Position, Operations Research and Data Science
Contents, Constructive Approximation, 48 (1)
Contents, Evolution Equations and Control Theory (EECT), 7 (3)
Contents, Numerical Algorithms, 78 (4)
Contents, Statistics, Optimization & Information Computing, 6 (2)
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Submissions for NA Digest:
http://icl.utk.edu/na-digest/
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From: Jennifer Ryan [log in to unmask]
Date: July 16, 2018
Subject: Advances in PDEs, USA, Aug 2018
Travel support is available to attend the ICERM workshop: Advances in
PDEs: Theory, Computation and Application to CFD, which will take
place August 20-24, 2018 in Providence, RI, USA. The aim of this
workshop is to review the recent progress in the type of PDEs arising
from fluid dynamics and other related physical areas, in terms of
their theory, computation, and applications. The invited speakers
include PDE analysts, applied and computational mathematicians, and
engineers. Many of the invited speakers have made fundamental
contributions to the development of PDE numerical methods and
mathematical analysis as well as cutting edge applications. In harmony
with ICERM's mission, the most significant aspect of this workshop is
cutting-edge computational mathematics, and reinforcing the critical
role played by computation in the mathematical and experimental
aspects of fluid dynamics. This workshop aims to showcase recent
advances in the theory and computation of PDEs with applications in
CFD. It is thus an excellent vehicle to commemorate Professor Saul
Abarbanel, who has made fundamental contributions to fluid dynamics
and PDEs, especially in their computation and application to CFD. To
honor his memory, this workshop will focus on recent developments in
the field, highlighting the exchange of current research ideas and
setting the stage for future research. More details can be found on
the workshop webpage:
https://icerm.brown.edu/topical_workshops/tw18-6-apde/
If you would like to participate in the workshop, you are encouraged
to apply through the link provided on the workshop web page, located
at https://icerm.brown.edu/topical_workshops/tw18-6-apde/.
Some funds are available to support participant travel. Those needing
travel support can request it on the application form.
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From: Iain Duff [log in to unmask]
Date: July 17, 2018
Subject: Sparse Days at CERFACS, France, Sep 2018
The annual Sparse Days meeting will be held at CERFACS in Toulouse on
27th and 28th September 2018.
Registration for the Sparse Days is free but we ask people who are
coming to register as soon as possible although the deadline is August
26th. Please complete the form on the website
https://sparsedays.cerfacs.fr/en/
indicating whether you want to give a talk and whether you wish to
attend the conference dinner. Although an emphasis will be on
parallel aspects, any talk that has an association with sparsity is
welcome. The length for a talk plus questions is 30 minutes although
this is negotiable in either direction.
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From: Suzanne Shontz [log in to unmask]
Date: July 18, 2018
Subject: Financial Support, Meshing Roundtable, USA, Oct 2018
The organizing committee for the 27th International Meshing Roundtable
(http://www.imr.sandia.gov/27imr/index.html) is pleased to announce
that financial support from the National Science Foundation (NSF) is
available to student and postdoc attendees from U.S. institutions to
help defray their conference and travel expenses. Information on
financial support for student and postdoc attendees from
non-U.S. institutions will be available soon.
See http://imr.sandia.gov/27imr/FinancialSupport.html for details on
the financial support and application process.
Applications for the travel grants are due on August 16, 2018.
Decisions on the travel grants will be announced by August 22, 2018.
The conference will be held on October 1-5, 2018 in Albuquerque, New
Mexico.
Suzanne Shontz, Nancy Hitschfeld, Angela Herring, and Oleg Skipa
27 IMR Student and Postdoc Travel Funding Committee
Scott Canann
27 IMR Communications Chair
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From: Thomas Richter [log in to unmask]
Date: July 23, 2018
Subject: Mod/Sim/Optim of the Cardiovascular System, Germany, Oct 2018
Modeling and Simulation of the Cardiovascular System October 22-24,
2018, Lukasklause, University of Magdeburg
http://www.math.uni-magdeburg.de/mscs
Aims of the workshop: Discussion of topical challenges to mathematical
modeling and simulation of the cardiovascular system with focus on the
following subjects:
Modeling, Analysis: Biomechanical interaction of blood flow with the
vessel wall and tissue reactions and transport processes in blood flow
and the vessel walll; Spatial and temporal multiscale effects;
Mechanics of the vessel walls including damages; Blood flow in veines;
Thrombus and plaque formation; Vessel occlusion and infarcts; Methods
and techniques for calibration and validation based on medical data.
Numerical methods and simulation: Methods for long time processes;
Simulations of fluid-structure interaction and related free boundary
problems; Handling complex wall models; Methods for processes with
large deformations; Report and discussion of simulations results and
their medical implications
The Symposium will take place at a small meeting center close to the
river Elbe in Magdeburg. The program of the Symposium will provide
enough time for discussion and co-operation. Therefore the number and
the time for lectures will be limited. There will be invited lectures
and lectures selected from the offers of interested
participants. Expected participants are experts and students from
Mathematical Modeling, Analysis, Numerics and Medicine.
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From: Krassimir Georgiev [log in to unmask]
Date: July 18, 2018
Subject: Large-Scale Models: Numerical Methods, Bulgaria, Jun 2019
Special Session on Large-scale Models: Numerical Methods, Parallel
Computations and Applications will be organized during the 12th
International Conference on Large-Scale Scientific Computations
(LSSC'19). The conference will take place in Sozopol (a very nice
resort town on the Black Sea coast of Bulgaria) from June 10 to June
14, 2019 (see more details:
http://parallel.bas.bg/Conferences/SciCom19/). Proceedings will be
published in the distinguish Springer Series: Lecture Notes in
Computer Science. Extended papers from this session will probably be
published (as was done in the previous conferences) in an
international journal with high index.
Deadline for submission of abstracts: January 15, 2019
Notification of acceptance of the talks: January 31, 2019
Deadline for registration: February 15, 2019
Deadline for submission of full papers: March 1, 2019
An online registration will be opened.
E-mails: [log in to unmask]; [log in to unmask];
[log in to unmask]
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From: Steven Lee [log in to unmask]
Date: July 21, 2018
Subject: Program Manager Position, Applied Math Program, DOE
This position is now posted for DOE Applied Mathematics Program
Manager
Open & closing dates: 7/19/2018 to 7/25/2018
For full details, see:
https://www.usajobs.gov/GetJob/ViewDetails/505418500
Summary: This position is located in the Computational Science
Research & Partnerships Division, Office of Advanced Scientific
Computing Research, and Office of Science (SC). The mission of the
Office of Advanced Scientific Computing Research (ASCR) is to deliver
forefront computational and networking capabilities to mathematicians
nationwide that will enable them to extend the frontiers of
science. The Division is responsible for funding and administering
fundamental research programs in applied mathematics, computer
science, networking, and advanced scientific computing software tools,
and computational partnerships with other SC offices and with other
DOE elements that utilize tera- to peta- scale computing resources for
modeling and simulating complex scientific and engineering problems
across the entire civilian scope of DOE.
A successful candidate in this position will:
- Serve as a Program Manager and technical authority in the field of
applied mathematics relating to computational science
- Plan, coordinate, implement and evaluate research program in the
field on a national and international level.
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From: Laura Grigori [log in to unmask]
Date: July 17, 2018
Subject: Postdoc Position, High Performance Numerical Techniques, France
Deadline: July 31.
We are looking to fill a postdoctoral position in high performance
numerical techniques for Cosmic Microwave Background data analysis.
The successful candidate will have a PhD in applied mathematics, high
performance computing background or computational physics and
expertise in at least one of the following:
- solvers of large linear systems of equations with help of new,
customized approaches suitable for massively parallel supercomputers
with particular emphasis on preconditioning techniques;
- large-scale optimization problems;
- massively parallel, high performance programming on heterogeneous
computational platforms;
- solutions to large scales I/O problems in the context of massively
parallel codes and huge data sets.
No formal background in physics is required.
The position is for up to two years with the starting date some time
in the fall of 2018. The approximate salary after the burden will be
on order of 2.4-2.9 kEuros per month, depending on candidate's
experience. The position comes with full benefits. Travel founds are
also allocated.
The candidate will work within the context of the ANR-funded B3DCMB
project, which gathers cosmologists, physicists, applied
mathematicians, high performance computing experts, and statisticians
and aims at a development of novel, high performance numerical methods
and tools for cosmic microwave background analysis. S/he will be
formally attached to the APC Laboratory and the group of cosmologists
and physicists based there. However, arrangements can be made that
s/he spends significant fractions of his/her time at the INRIA-Paris
to work directly with computer scientists/applied mathematicians from
the Alpines team led by Laura Grigori. While the candidate is expected
to dedicate most of his/her work time to the goals of the B3DCMB
project, time could be allocated for part-time personal projects upon
mutual agreement. For more details and information, please contact:
[log in to unmask] or [log in to unmask]
To apply please send to the email addresses above: your CV, statement
of research interests, and arrange for one or two recommendation
letters. The formal deadline for applications is July 31 but we will
continue considering applications until the position is filled.
-------------------------------------------------------
From: Dietmar Oelz [log in to unmask]
Date: July 18, 2018
Subject: Postdoc Position, Univ of Queensland, Brisbane, Australia
We are recruiting a full-time postdoctoral fellow to work on an
Australian Research Council funded project that will involve the
development, derivation and simulation of particle-based and continuum
models for actomyosin dynamics. It is our goal to investigate
contractility and pattern formation in the cell cortex.
The project (CI: Dietmar Oelz, UQ,
https://people.smp.uq.edu.au/DietmarOelz/) will involve collaboration
with NYU (Courant Institute). The applicant will have a good
background in Applied Mathematics, and a strong interest in Biology
and Cell Biology. The postdoctoral fellow will be hosted at the
University of Queensland (UQ, Brisbane, Australia).
Applicants should possess a PhD in the area of
Mathematics/Physics/Engineering with a specialisation in Applied
Mathematics and evidence of contribution to research, including
publication of research in peer-reviewed journals. Expert knowledge in
the area of Mathematical Biology is desirable.
All applicants must supply the following documents: Cover-letter,
Resume and Selection Criteria responses.
For information on completing the application (for job number 504714)
please refer to
http://jobs.uq.edu.au/caw/en/job/504714/postdoctoral-research-fellow
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From: Qing Nie [log in to unmask]
Date: July 23, 2018
Subject: Postdoc Positions and Other Opportunities, NSF-Simons Center, UCI
The NSF-Simons Center on Multiscale Cell Fate Research at University
of California, Irvine (http://cellfate.uci.edu/) has several exciting
opportunities for researchers working at the interface between biology
and mathematics. During the next three months, there are four major
opportunities:
a) Multiple job openings for the center postdoctoral fellows:
https://recruit.ap.uci.edu/apply/JPF04759
b) Annual Symposium (October 1-2, 2018):
http://cellfate.uci.edu/symposium-2018/
c) Interdisciplinary Opportunity Award (joint with the Annual Symposium):
http://cellfate.uci.edu/symposium-2018/symposium-2018-interdisciplinary-opportunity-
awards/
d) Convergence Acceleration Team program:
http://cellfate.uci.edu/program/
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From: Sivaguru. S. Sritharan [log in to unmask]
Date: July 22, 2018
Subject: Postdoc Positions, Air Force Institute of Technology
The AFIT-AFRL HYPERSONICS COLLABORATIVE FOR EXCELLENCE led jointly by
Dr. Thomas Jackson, AFRL/ST Chief Scientist of Hypersonics at Air
Force Research Laboratory and Dr. Sivaguru S. Sritharan, Provost &
Vice Chancellor at Air Force Institute of Technology, has immediate
openings in postdoctoral fellowships (require US Citizenship) in the
following areas:
1. Diagnostics of hypersonic combustion, scramjet combustion
diagnostics - expertise in diagnostics or machine learning techniques
applied to fluid mechanics or combustion.
2. Control of compressible fluid dynamics, boundary layer stability in
compressible flow, machine learning of fluid dynamics.
3. High fidelity simulation, compressible Navier-Stokes or Boltzmann
level, computations or machine learning techniques.
Exact match is not essential but curiosity and interest to learn is
what is desired.
Postdoc salaries are typically around $75k-$80k with additional
stipend to cover health insurance and also generous travel support to
attend conferences, etc.
If interested please contact me.
Dr. Sivaguru. S. Sritharan, Provost & Vice Chancellor,
Air Force Institute of Technology
Wright Patterson AFB
Dayton, OH 45433
[log in to unmask]
-------------------------------------------------------
From: Juliane Mueller [log in to unmask]
Date: July 18, 2018
Subject: Postdoc Positions, Optimization and Decision Support, Berkeley Lab
The Center for Computational Sciences and Engineering has an immediate
opening for two postdoctoral researchers to work on the development of
computational optimization algorithms and decision support
systems. The focus of the first position is the development of methods
for large-scale computationally expensive optimization problems. The
second position focuses on the development of data-informed surrogate
models for decision support systems in the water-energy nexus. We are
looking for candidates with experience in nonlinear computational
optimization including mixed-integer, derivative-free, or global
optimization. Experience with surrogate models, data analysis,
machine learning, and uncertainty quantification is a plus. The
candidates will work independently as well as collaboratively in a
multidisciplinary team environment that includes mathematicians,
computer/computational scientists, and domain scientists. The
candidates will have the opportunity to apply their developments to
exciting application areas.
For more information about optimization at LBL, please visit
https://optimization.lbl.gov
For more information about these particular openings, please contact
Juli Mueller at JulianeMueller (AT) lbl.gov
To apply, please go to the postings at
decision support:
https://lbl.referrals.selectminds.com/jobs/computational-postdoctoral-scholar-water-
energy-decision-support-957
large scale optimization:
https://lbl.referrals.selectminds.com/jobs/postdoctoral-scholar-center-for-computational-
sciences-and-engineering-929
The posting shall remain open until the position is filled, however
for full consideration, please apply by August 15, 2018.
-------------------------------------------------------
From: Matthias Bolten [log in to unmask]
Date: July 16, 2018
Subject: PhD Position, HPC, Univ of Wuppertal
The Faculty of Mathematics and Natural Sciences at the University of
Wuppertal has an immediate opening for a 3-year position of a Research
Assistant within the high performance computing group at 75 % of the
standard working hours (pay scale: German public sector salary level E
13 TV-L).
The candidate will work both independently and with members and
collaborators of the research group on the development and analysis of
methods for parallel-in-time integration of time-dependent partial
differential equations. Part of the research will be carried out
within the project "PASIROM - Parallele Simulation und robuste
Optimierung von elektromechanischen Energiewandlern mit
Unsicherheiten" (Parallel simulation and robust optimization of
electromechanical energy convertors with uncertainties,
http://www.pasirom.de/)
Further information can be found at
https://www.uni-wuppertal.de/universitaet/verwaltung/dezernat-
4/stellenangebote/ansicht/job/reference-number-18135-research-assistant/
-------------------------------------------------------
From: Carola Kruse [log in to unmask]
Date: July 19, 2018
Subject: PhD Position, Iterative Methods, EDF and Cerfacs, France
An industrially funded 3-year PhD position is available which will be
jointly supervised by EDF R&D (French Electricity Company, Palaiseau),
ISAE- SUPAERO and Cerfacs (Toulouse).
The project focuses on iterative solution techniques for thermo-hydro-
mechanical problems (THM). We are interested in the behaviour of a
weakly compressible fluid flowing in a soil, represented as a porous
medium. This problem is called the Biot's consolidation or
poroelasticity problem and it is used for studying galleries of
underground storage. For example, we seek to achieve the numerical
modelling of two crossing galleries. This simulation remains difficult
today mainly for reasons of the numerical performance of 3D
poromechanical calculations.
Requirements: MSc degree or equivalent with a background in one or
several of the following topics: engineering, computational mechanics,
high performance computing, numerical methods, applied
mathematics. The PhD student will be based at Cerfacs (Toulouse,
France) and EDF R&D (Palaiseau, France).
Further information is available at
https://cerfacs.fr/en/offer/phd-position-high-performance-linear-solver-for-thermohydro-
mechanics-with-regularization/
Contacts:
EDF - Nicolas Tardieu, [log in to unmask]
Cerfacs - Carola Kruse, [log in to unmask]
-------------------------------------------------------
From: Emiliano [log in to unmask]
Date: July 23, 2018
Subject: PhD Position, Operations Research and Data Science
We are looking for a highly motivated candidate for a PhD in
operations research and data science. The PhD is in collaboration with
Padam (www.padam.io), a company working on a turnkey platform and
developping simulation tools for on-demand transportation systems.
At the interface of 2 hot and trend topics, the project will be
oriented on the following aspects:
- The design of exact and heuristics algorithms for routing problems
to efficiently tackle instance of the company
- The use of original data science and probabilistic methods to
improve routing decisions
To achieve this goal, the candidate will have to suggest novel
algorithms combining advanced optimization techniques
(e.g. mathematical programming models, hyper- and meta- heuristics)
with robust and data- driven optimization techniques.
Applicants should have (or be about to finish) a relevant master
degree. Good knowledge of operations research techniques (integer
linear programming, graphs etc.) and data science/machine learning
tools are strongly recommended. The applicant should also have good
programming skills in any programming language. Expertise in working
with a unix-like system (e.g. ubuntu) and knowledge in database models
will be appreciated.
The PhD thesis will take place in 2 locations:
- Paris XIII University - 99, av. Jean-Baptiste Clement - 93430 Villetaneuse
- Padam - 34 boulevard Sebastopol - 75001 Paris
For more information contact:
Emiliano Traversi [log in to unmask]
Roberto Wolfler Calvo [log in to unmask]
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From: Edward B. Saff [log in to unmask]
Date: July 23, 2018
Subject: Contents, Constructive Approximation, 48 (1)
Constructive Approximation
Special Issue on Approximation and Statistical Physics - Part II
Volume 48, Issue 1, August 2018
Introduction
On Large Deviations for Gibbs Measures, Mean Energy and Gamma-
Convergence, Robert J. Berman
The Stolarsky Principle and Energy Optimization on the Sphere, Dmitriy
Bilyk, Feng Dai and Ryan Matzke
Large Deviation Principles for Hypersingular Riesz Gases, Douglas
P. Hardin, Thomas Leble, Edward B. Saff and Sylvia Serfaty
Point Processes, Hole Events, and Large Deviations: Random Complex
Zeros and Coulomb Gases, Subhroshekhar Ghosh and Alon Nishry
Polynomial Ensembles and Recurrence Coefficients, Adrien Hardy
The Projective Ensemble and Distribution of Points in Odd-Dimensional
Spheres, Carlos Beltran and Ujue Etayo
Constructive Approximation
An International Journal for Approximations and Expansions
Published by Springer
http://link.springer.com/journal/365
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From: irena lasiecka [log in to unmask]
Date: July 16, 2018
Subject: Contents, Evolution Equations and Control Theory (EECT), 7 (3)
I am pleased to inform you the new issue EECT 7-3 September 2018
regular issue is now online.
http://aimsciences.org/journal/A0000-0000/2018/7/3
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From: Claude Brezinski [log in to unmask]
Date: July 20, 2018
Subject: Contents, Numerical Algorithms, 78 (4)
Table of Contents
Numerical Algorithms, Vol. 78, No. 4
Shrink wrapping for Taylor models revisited, Florian Buenger
Iterative methods for solving quasi-variational inclusion and fixed
point problem in q-uniformly smooth Banach spaces, Pongsakorn
Sunthrayuth, Prasit Cholamjiak
Weak and strong convergence theorems for variational inequality
problems, Duong Viet Thong, Dang Van Hieu
Fully discrete second-order backward difference method for
Kelvin-Voigt fluid flow model, Ambit Kumar Pany
Construction of the optimal set of two or three quadrature rules in
the sense of Borges, Tatjana V. Tomovic, Marija P. Stanic
Two algorithms for solving systems of inclusion problems, R. Diaz
Millan
Adaptive high-order splitting schemes for large-scale differential
Riccati equations, Tony Stillfjord
Retraction algorithms for solving variational inequalities,
pseudomonotone equilibrium problems, and fixed-point problems in
Banach spaces, Zeynab Jouymandi, Fridoun Moradlou
Exact solution to a parametric linear programming problem, Lubomir
Kolev, Iwona Skalna
Detailed error analysis for a fractional Adams method with graded
meshes, Yanzhi Liu, Jason Roberts, Yubin Yan
On the limit cycles, period-doubling, and quasi-periodic solutions of
the forced Van der Pol-Duffing oscillator, Jifeng Cui, Wenyu Zhang,
Zeng Liu, Jianglong Sun
A new inexact SQP algorithm for nonlinear systems of mixed equalities
and inequalities, Chao Gu, Detong Zhu, Yonggang Pei
An improved Perry conjugate gradient method with adaptive parameter
choice, Shengwei Yao, Donglei He, Lihua Shi
An iterative algorithm for the least Frobenius norm Hermitian and
generalized skew Hamiltonian solutions of the generalized coupled
Sylvester-conjugate matrix equations, Baohua Huang, Changfeng Ma
Matrix-free monolithic homotopy continuation with application to
computational aerodynamics, David A. Brown, David W. Zingg
-------------------------------------------------------
From: David G. Yu [log in to unmask]
Date: July 16, 2018
Subject: Contents, Statistics, Optimization & Information Computing, 6 (2)
Contents,Statistics, Optimization & Information Computing, 6 (2)
This issue is available at http://www.iapress.org/index.php/soic
Hybridized Support Vector Machine and Recursive Feature Elimination,
with Information Complexity, Hamparsum Bozdogan, Seung Hyun Baek
Weighted Clustering for Anomaly Detection in Big Data, Rasim
Alguliyev, Ramiz Aliguliyev, Yadigar Imamverdiyev, Lyudmila Sukhostat
Inference on the Parameters and Reliability Characteristics of
Generalized Inverted Scale Family of Distributions based on Records,
Ajit Chaturvedi, Ananya Malhotra
Optimization on the distribution of population densities and the
arrangement of urban activities, Savin Treanta
Locating Direction Finders Optimally under Risk of Detection, Suhwan
Kim
Approximate Homogenized Synthesis for Distributed Optimal Control
Problem with Superposition Type Cost Functional, Olena A. Kapustian,
Valentyn V. Sobchuk
POT approach for estimation of extreme risk measures of EUR/USD
returns, Ouadjed Hakim
Buys-Ballot Technique for the Analysis of Time Series with a Cubic-
Trend Component, Emmanuel Okereke
Weak convergence of stochastic processes from spaces $F_\psi(\Omega)$,
Yurii Yuriiovych Mlavets, Yurii Vasylovych Kozachenko, Nataliia
Vasylivna Yurchenko
Flexiblity of Using Com-Poisson Regression Model for Count Data, Esin
AVCI
The parameter estimation of the multivariate matrix regression models,
Zerong Lin, Lingling He, Tian Wu, Changqing Xu
DEA Window Analysis with slack-based measure of Efficiency in Indian
Cement Industry, Arif Muhammad, Tirupathi Rao, Qaiser Farooq
-------------------------------------------------------
End of Digest
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June 2020, Week 2 June 2020, Week 1 May 2020, Week 5 May 2020, Week 4 May 2020, Week 3 May 2020, Week 2 May 2020, Week 1 April 2020, Week 4 April 2020, Week 3 April 2020, Week 2 April 2020, Week 1 March 2020, Week 5 March 2020, Week 3 March 2020, Week 2 March 2020, Week 1 February 2020, Week 4 February 2020, Week 3 February 2020, Week 2 February 2020, Week 1 January 2020, Week 4 January 2020, Week 3 January 2020, Week 2 January 2020, Week 1 December 2019, Week 5 December 2019, Week 4 December 2019, Week 3 December 2019, Week 2 December 2019, Week 1 November 2019, Week 4 November 2019, Week 3 November 2019, Week 2 November 2019, Week 1 October 2019, Week 5 October 2019, Week 3 October 2019, Week 2 October 2019, Week 1 September 2019, Week 5 September 2019, Week 4 September 2019, Week 1 August 2019, Week 4 August 2019, Week 3 August 2019, Week 2 August 2019, Week 1 July 2019, Week 4 July 2019, Week 2 July 2019, Week 1 June 2019, Week 3 June 2019, Week 2 June 2019, Week 1 May 2019, Week 4 May 2019, Week 3 May 2019, Week 2 May 2019, Week 1 April 2019, Week 4 April 2019, Week 3 April 2019, Week 2 April 2019, Week 1 March 2019, Week 5 March 2019, Week 4 March 2019, Week 3 March 2019, Week 2 March 2019, Week 1 February 2019, Week 4 February 2019, Week 3 February 2019, Week 2 February 2019, Week 1 January 2019, Week 5 January 2019, Week 3 January 2019, Week 2 January 2019, Week 1 December 2018, Week 5 December 2018, Week 4 December 2018, Week 3 December 2018, Week 2 December 2018, Week 1 November 2018, Week 4 November 2018, Week 3 November 2018, Week 2 November 2018, Week 1 October 2018, Week 5 October 2018, Week 3 October 2018, Week 1 September 2018, Week 5 September 2018, Week 4 September 2018, Week 3 September 2018, Week 2 September 2018, Week 1 August 2018, Week 4 August 2018, Week 3 August 2018, Week 2 August 2018, Week 1 July 2018, Week 5 July 2018, Week 4 July 2018, Week 3 July 2018, Week 2 July 2018, Week 1 June 2018, Week 4 June 2018, Week 3 June 2018, Week 2 June 2018, Week 1 May 2018, Week 4 May 2018, Week 3 May 2018, Week 2 May 2018, Week 1 April 2018, Week 5 April 2018, Week 4 April 2018, Week 3 April 2018, Week 2 April 2018, Week 1 March 2018, Week 4 March 2018, Week 3 March 2018, Week 2 March 2018, Week 1 February 2018, Week 4 February 2018, Week 3 February 2018, Week 2 February 2018, Week 1 January 2018, Week 4 January 2018, Week 3 January 2018, Week 2 January 2018, Week 1 December 2017, Week 5 December 2017, Week 4 December 2017, Week 3 December 2017, Week 2 November 2017, Week 4 November 2017, Week 1 October 2017, Week 4 October 2017, Week 3 October 2017, Week 1 September 2017, Week 4 September 2017, Week 3 September 2017, Week 2 September 2017, Week 1 August 2017, Week 4 August 2017, Week 3 July 2017, Week 2 July 2017, Week 1 June 2017, Week 4 June 2017, Week 2 June 2017, Week 1 May 2017, Week 4 May 2017, Week 3 May 2017, Week 2 May 2017, Week 1 April 2017, Week 4 March 2017, Week 4 March 2017, Week 2 March 2017, Week 1 February 2017, Week 4 February 2017, Week 2 February 2017, Week 1 January 2017, Week 3 January 2017, Week 2 December 2016, Week 5 December 2016, Week 3 December 2016, Week 2 December 2016, Week 1 November 2016, Week 3 November 2016, Week 2 November 2016, Week 1 October 2016, Week 4 October 2016, Week 3 October 2016, Week 2 October 2016, Week 1 September 2016, Week 4 September 2016, Week 3 September 2016, Week 2 September 2016, Week 1 August 2016, Week 5 August 2016, Week 4 August 2016, Week 2 August 2016, Week 1 July 2016, Week 4 July 2016, Week 3 July 2016, Week 1 June 2016, Week 4 June 2016, Week 3 June 2016, Week 1 May 2016, Week 5 May 2016, Week 4 May 2016, Week 3 May 2016, Week 2 May 2016, Week 1 April 2016, Week 4 April 2016, Week 3 April 2016, Week 2 April 2016, Week 1 March 2016, Week 5 March 2016, Week 4 March 2016, Week 2 March 2016, Week 1 February 2016, Week 5 February 2016, Week 3 February 2016, Week 1 January 2016, Week 5 January 2016, Week 4 January 2016, Week 3 January 2016, Week 2 January 2016, Week 1 December 2015, Week 5 December 2015, Week 2 November 2015, Week 5 November 2015, Week 4 November 2015, Week 3 November 2015, Week 1 October 2015, Week 4 October 2015, Week 3 October 2015, Week 2 September 2015, Week 5 September 2015, Week 4 September 2015, Week 2 September 2015, Week 1 August 2015, Week 4 August 2015, Week 2 July 2015, Week 5 July 2015, Week 3 July 2015, Week 2 June 2015, Week 5 June 2015, Week 4 June 2015, Week 3 June 2015, Week 2 June 2015, Week 1 May 2015, Week 4 May 2015, Week 3 May 2015, Week 2 May 2015, Week 1 April 2015, Week 4 April 2015, Week 2 April 2015, Week 1 March 2015, Week 5 March 2015, Week 4 March 2015, Week 3 March 2015, Week 2 March 2015, Week 1 February 2015, Week 4 February 2015, Week 3 February 2015, Week 2 February 2015, Week 1 January 2015, Week 4 January 2015, Week 3 January 2015, Week 1 December 2014, Week 5 December 2014, Week 4 December 2014, Week 3 December 2014, Week 2 December 2014, Week 1 November 2014, Week 4 November 2014, Week 3 November 2014, Week 2 October 2014, Week 5 October 2014, Week 4 October 2014, Week 3 October 2014, Week 2 October 2014, Week 1 September 2014, Week 4 September 2014, Week 3 September 2014, Week 2 September 2014, Week 1 August 2014, Week 4 August 2014, Week 3 August 2014, Week 2 August 2014, Week 1 July 2014, Week 5 July 2014, Week 3 July 2014, Week 2 June 2014, Week 5 June 2014, Week 4 June 2014, Week 3 June 2014, Week 2 June 2014, Week 1 May 2014, Week 4 May 2014, Week 3 May 2014, Week 2 May 2014, Week 1 April 2014, Week 4 April 2014, Week 3 April 2014, Week 2 April 2014, Week 1 March 2014, Week 5 March 2014, Week 4 March 2014, Week 3 February 2014, Week 3 February 2014, Week 1 January 2014, Week 3 January 2014, Week 1 December 2013, Week 3 December 2013, Week 2 December 2013, Week 1 November 2013, Week 4 November 2013, Week 3 November 2013, Week 2 November 2013, Week 1 October 2013, Week 4 October 2013, Week 2 October 2013, Week 1 September 2013, Week 4 September 2013, Week 3 September 2013, Week 2 August 2013, Week 4 August 2013, Week 3 July 2013, Week 5
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