The XFEL
data analysis code will be developed within open source frameworks.
Not exact matches
Project and account management, communication, software development and
coding languages such as Java, SQL and Python, sales, customer service and relationship management, design and product development, marketing, manufacturing, engineering,
data analysis, machine learning and an ability to train others.
It's begun studying transaction
data and using customer base analytics that Robin Hibberd, the bank's executive vice-president of retail products and services, says «go way beyond postal
code analysis.»
Rather than rely on anecdotal
data, BCG did a thorough zip
code cluster
analysis and discovered something interesting: unlike what they'd assumed, their senior partners weren't typically on the Upper East Side (a Manhattan neighborhood quite far from the Hudson Yards site) and far out in the suburbs.
Opening those massive stores of statistical
data to researchers, watchdogs and that crazy guy who's
coding in his basement all night could have serious positive effects, not the least in bringing in a lot more number - crunchers to help with
analysis and also with relating that
data to other non-governmental sources.
Using the Google Hangout's chat function, participants such as Joe Kerns, co-founder of the start - up Roundview.co and a volunteer with the New York City
Code for America brigade betaNYC, and Chris Whong, a
data solutions activist at Socrata who is co-captain of betaNY, asked questions about the degree to which information about constituent services prompted by social media and other avenues is available as public
data for
analysis.
Researchers previously automated Kepler
data analysis by hard -
coding programs with rules about how to detect bona fide exoplanet signals, Coughlin explains.
We require that all computer
code used for modeling and / or
data analysis that is not commercially available be deposited in a publicly accessible repository upon publication.
Young scientists «might spend much of graduate school optimizing computer
code for a large physics experiment, or extracting samples in a biology lab, or doing the statistical
analyses on other people's
data,» Walsh and Lee write in their email.
Lawmakers delved into whether Jones and his colleagues had responded appropriately to requests to disclose their raw
data and computer
codes that underlie CRU
analyses of global temperature trends.
The standards include citation standards for journals,
data transparency, analytic methods (
code) transparency, research materials transparency, design and
analysis transparency, preregistration of studies, preregistration of
analysis plans and replication.
We seem to live in an age in which a smart person with strong
coding and
data -
analysis skills can do all sorts of things with the sea of
data that's increasingly available.
Using technologies like whole genome or whole exome (the protein -
coding portion of the genome) sequencing requires specialized equipment and advanced
data analysis and is still relatively expensive.
Over the past three years, as many as a eight people helped develop the computer
code that ties the sensors to the
analysis algorithm, and then uploads the
data to servers at UC Berkeley.
Jones then used a big -
data approach involving a large - scale
analysis of social media content to
code and examine rumors that appeared on Twitter spanning about five hours surrounding the lockdown.
Consider reading E. M. Smith's
analysis of GISStemp
data and Fortran
code.
MeDICi is a middleware platform (computer software that connects software components or applications) that makes it easy to integrate separate
codes into complex applications that operate as a
data analysis pipeline.
Consultancy in video
coding, developing a
coding scheme, video recording,
data analysis, and reporting
Computer scientists at Pacific Northwest National Laboratory have rolled out the MeDICi Integration Framework, a middleware platform (computer software that connects software components or applications) that makes it easy to integrate separate
codes into complex applications that operate as a
data analysis pipeline.
Dr. Michal Juraska, a Fred Hutch biostatistician and co-first author of the NEJM paper, led the development of the reproducible statistical
code and
data analysis with help from Fred Hutch bioinformatics expert Ted Holzman.
An
analysis of this audio
data suggests that it contains
code for part of a classic game titled «Portopia Serial Murders», which is said to have inspired Kojima to get into game creation.
• A creative 2016
analysis by the Washington Center for Equitable Growth matched
data on student loan delinquencies by zip
code with zip
code demographics and finds that delinquencies are concentrated in black and Latino communities.
Analyzing qualitative
data involves an understanding of inductive and / or theoretical (deductive)
coding, pattern matching, and the use of qualitative
analysis software.
SDP
Code for
Analysis: The final step in the SDP Toolkit for Effective
Data Use is to analyze the data you've identified, cleaned, and connec
Data Use is to analyze the
data you've identified, cleaned, and connec
data you've identified, cleaned, and connected.
Following an initial
analysis of the interview and observation
data, the a priori
codes were revised, as the initial three
codes were deemed insufficient to reflect all of the intricacies of the
data collected.
Initial
analysis of the interview and focus group
data utilized a blended approach of a priori
codes, derived from the literature, and open
coding.
Researchers
coded and analyzed qualitative
data and used statistical
analysis software to examine quantitative
data.
A National Report Card» and all related materials, such as interactive reports, press releases, and media mentions; related publications on school finance equity; and open access to compiled
data sets and
code for further
analysis.
Grounded theory involves constant comparative
analysis of
data through
coding of
data and theoretical sampling.
Using both open and axial
coding (Strauss & Corbin, 1990), a content
analysis was performed across
data sources to identify categories concerning the modeling of NETS - T.
We compared our
analysis of
data, which resulted in the merging, modification, and clarification of
codes (as recommended in Dillon, 2012) until we agreed on our final list of
codes.
In her current role, Beck manages the qualitative components of the Denver Public Schools Talent Management evaluation including designing the
data collection and
analysis plans, creating focus group and interview protocols, developing
coding frameworks, and constructing client communication plans.
For the 10 % sample of observations described above, the second expert reviewer agreed with the first about the
codes which made up the variables used in the
data analyses: 100 % whole - group, 99 % small - group, 95 % vocabulary instruction, 91 % phonemic awareness instruction, 91 % phonics instruction, 94 % coaching in word - level strategies, 96 % asking lower - level questions, 82 % asking higher - level questions, 100 % comprehension skill instruction, 88 % comprehension strategies instruction, 94 % teacher - directed stance, 92 % student - support stance, 95 % active responding, and 97 % passive responding.
Data analysis and review of student level data conducted by the intervention team [Texas Education Code (TEC) § 39.106 (a) and 19 Texas Administrative Code (TAC) § 97.1071] is designed to identify factors contributing to low performance and ineffectiveness of program ar
Data analysis and review of student level
data conducted by the intervention team [Texas Education Code (TEC) § 39.106 (a) and 19 Texas Administrative Code (TAC) § 97.1071] is designed to identify factors contributing to low performance and ineffectiveness of program ar
data conducted by the intervention team [Texas Education
Code (TEC) § 39.106 (a) and 19 Texas Administrative
Code (TAC) § 97.1071] is designed to identify factors contributing to low performance and ineffectiveness of program areas.
All applicants will post pre-registration plans to an online repository such as the Open Science Framework prior to
data collection, and will make all raw
data and any relevant
analysis code publicly available in a de-identified, open - source format at the same time the results are announced.
Despite minor errors in the printed description of what was done and no online
code or
data, my replication of the dLM07
analysis and it's application to new situations was more thorough than I was able to do with MM07 despite their more complete online materials.
The
analysis has only ever used publicly available
data,
analysis code has been public since ~ 2007 & has been independently verified 3 / n
The Steig site, however, only contains pointers to the Antarctic station
data and AVHRR satellite
data, so I download the
data from those sites, convert it, and run the
analysis using my freshly ported R
code.
Open access to model and
analysis codes along with the
data sets used in Forest et al 2006 and your other studies would greatly help reproducibility — indeed, both are essential for it.
Thankfully the House of Commons called for the release of all
data and all source
code and hopefully soon we'll be pointed into a better direction about who is the most correct in their
analysis.
[Update 01/26/18:
Data and
code for the regression
analysis based on Figure 1a are on GitHub.
(The dangers of trying to come up with a quantitative illustration on the fly...) I then redid the
analysis (Matlab
code and
data at GitHub, at the added link above).
Kevin Vanes writes at Roger Pielke's site: The WSJ highlights what Regaldo and McIntyre says is Mann's resistance or outright refusal to provide to inquiring minds his
data, all details of his statistical
analysis, and his
code.
So I went to my cube and
coded up a tree
data structure, a user interface, a plotting routine, and wrapped the whole thing in loops to allow sensitivity
analysis.
OpenNEX is a
data, supercomputing and knowledge platform where users can share modeling and
analysis codes, scientific results, knowledge and expertise to solve big
data challenges in the Earth sciences.
We are firm believers in the open science movement — we have published all the
code and
data for our
analysis and have chosen to use a fully open peer review system (our OPRJ website), rather than the conventional closed peer review system, so that anybody can check our work.
and «no
data or computer
code appears to be archived in relation to the paper» and «the sensitivity of Shindell's TCR estimate to the aerosol forcing bias adjustment is such that the true uncertainty of Shindell's TCR range must be huge — so large as to make his estimate worthless» and the seemingly arbitrary to cherry picked climate models used in Shindell's
analysis.
An independent
analysis was performed by Clear Climate
Code who also compared the temperature
data from dropped stations versus kept stations.
Writing computer
code to process the
data «took less than two days and produced results similar to other independent
analyses.
This
data storage (as well as metadata and
analysis code) and availability should be written into the funding contracts — then it will become a de facto standard for most or all researchers.