A5001042055- Data Analysis with R
- Scientific Computing and Data Management
- Data Mining Algorithms and Applications
- Statistics Education and Methodologies
- Data Visualization and Analytics
- Computational Physics and Python Applications
- Genomics and Phylogenetic Studies
- Advanced Data Storage Technologies
- Distributed and Parallel Computing Systems
- Service-Oriented Architecture and Web Services
- Context-Aware Activity Recognition Systems
- Fish Ecology and Management Studies
- Simulation Techniques and Applications
- COVID-19 epidemiological studies
- Plant Taxonomy and Phylogenetics
- Species Distribution and Climate Change
- Advanced Database Systems and Queries
- Network Security and Intrusion Detection
- Robot Manipulation and Learning
- Semantic Web and Ontologies
- Text and Document Classification Technologies
- Indoor and Outdoor Localization Technologies
- Receptor Mechanisms and Signaling
- demographic modeling and climate adaptation
- Advanced Clustering Algorithms Research
José Rizal University
2022
University of California, Davis
2009-2021
University of California System
2013
University of Aberdeen
2013
U.S. National Science Foundation
2010
University of California, Berkeley
2009
Fred Hutch Cancer Center
2007
Nokia (United States)
1998-2002
IBM (United States)
1988
It is important, if not essential, to integrate the computations and code used in data analyses, methodological descriptions, simulations, so on with documents that describe rely them. This integration allows readers both verify adapt claims documents. Authors can easily reproduce results future, they present document's contents a different medium, for example, interactive controls. article describes software framework authoring distributing these integrated, dynamic contain text, code,...
This article introduces a package that provides interactive and programmatic access to the FishBase repository. allows interaction with data on over 30 000 fish species in rich statistical computing environment, R. direct, scriptable interface enables better discovery integration essential for large‐scale comparative analyses. several examples illustrate how works, it can be integrated into phylogenetics packages such as ape geiger.
We describe NIMBLE, a system for programming statistical algorithms general model structures within R. NIMBLE is designed to meet three challenges: flexible specification, language that can use different models, and balance between high-level programmability execution efficiency. For extends the BUGS creates objects, which manipulate variables, calculate log probability values, generate simulations, query relationships among variables. algorithm programming, provides functions operate with...
A growing number of students are completing undergraduate degrees in statistics and entering the workforce as data analysts. In these positions, they expected to understand how utilize databases other warehouses, scrape from Internet sources, program solutions complex problems multiple languages, think algorithmically well statistically. These science topics have not traditionally been a major component programs statistics. Consequently, curricular shift is needed address additional learning...
The nature of statistics is changing significantly with many opportunities to broaden the discipline and its impact on science policy. To realize this potential, our curricula educational culture must change. While there are for significant change in dimensions, we focus more narrowly computing call concepts be integrated into at all levels. Computational literacy programming as fundamental statistical practice research mathematics. We advocate that field needs define broadly include...
The diet of E. spelaea was determined for bats captured monthly between June 2002-June 2003 at a cave entrance in Songkhla Province, Southern Thailand. Faecal analysis and pollen collected from the bats' fur were used to identify plant species ingested. From 1,155 records 506 samples, least eleven taxa identified. Individual feed on flowers up six each night. Parkia spp. (34%) Musa (28%) have highest percentage frequency followed by Eugenia (9.4%), Oroxylum indicum (6.4%), Durio zibethinus...
The East Asian-Australasian Flyway (EAAF) is widely recognised to be the most threatened of eight flyways in world, with wetlands rapidly lost due land cover change, unsustainable use, and wider impacts climate change. recently established Regional Initiative aims bring a network priority EAAF under improved protection, management, restoration 10 Asian countries, while mobilising resources for sustainable agriculture, aquaculture, ecotourism, other livelihoods local communities. A major step...
Summary Significant efforts have been made to overhaul the introductory statistics courses by placing greater emphasis on statistical thinking and literacy less rules, methods procedures. We advocate broadening increasing this effort all levels of students and, importantly, using topical, interesting, substantive problems that come from actual practice statistics. want understand thought process “masters” in context, seeing their choices, different approaches explorations. Similar Open...
Serotonin is involved in numerous critical physiologic and cognitive processes. Drugs that modulate serotonin transport are among the most widely used medications to treat pervasive mental disorders. Both a deeper understanding of serotoninergic circuitry design improved treatments will require ability measure release with high spatial temporal resolution. Here we developed applied binding-pocket redesign strategy guided by machine learning create high-performance soluble, fluorescent sensor...
Graphical user interfaces (GUIs) are growing in popularity as a complement or alternative to the traditional command line R. <b>RGtk2</b> is an R package for creating GUIs The provides programmatic access <b>GTK</b>+ 2.0, open-source GUI toolkit written C. To construct GUI, programmer calls functions that map underlying library. This paper introduces basic concepts and explains how use from tutorial based on simple pratical programming examples. We also provide more complex examples...
Summary The TreeBASE portal is an important and rapidly growing repository of phylogenetic data. R statistical environment has also become a primary tool for applied analyses across range questions, from comparative evolution to community ecology conservation planning. We have developed treebase , open‐source software package (freely available http://cran.r-project.org/web/packages/treebase ) the programming environment, providing simplified, programmatic interactive access data in...
Abstract Statistical environments such as S, R, XLisp-Stat, and others have had a dramatic effect on the way we, statistics practitioners, think about data statistical methodology. However, possibilities challenges introduced by recent technological developments general ways we use computing conflict with computational model of these systems. This article explores some identifies need to support easy integration functionality from other domains, export methodology audiences applications,...
We describe an approach to creating interactive and animated graphical displays using R’s graphics engine Scalable Vector Graphics, XML vocabulary for describing two-dimensional displays. use the svg() device inR then post-process resulting documents. The post-processing identifies elements in SVG that correspond different components of display, e.g., points, axes, labels, lines. One can annotate these add interactivity animation effects. also JavaScript provide dynamic effects plot,...
The Explorations in Statistics Research workshop is a one-week NSF-funded summer program that introduces undergraduate students to current research problems applied statistics. goal of the expose exciting, modern statistical and practice, with ultimate aim interesting them seeking more training statistics at graduate levels. explicitly designed engage connections between authentic domain ideas approaches needed address these problems, which an important aspect thinking difficult teach...