###### approaches

- The interdisciplinary nature of DMM means that a diverse range of diseases, approaches and models fall within its broad scope . (biologists.org)
- The links between constructs of a structural equation model may be estimated with independent regression equations or through more involved approaches such as those employed in LISREL. (wikipedia.org)
- Taxonomy creation involves a combination of top-down and bottom approaches to the hierarchy of concepts, but knowledge modeling puts more emphasis on the top-down approach. (llrx.com)
- It is also intended to provide the graduate and post-graduate students with a clear and accessible text covering the main types of modeling approaches used in environmental sciences. (springer.com)

###### statistical

- Marketing mix modeling ( MMM ) is statistical analysis such as multivariate regressions on sales and marketing time series data to estimate the impact of various marketing tactics ( marketing mix ) on sales and then forecast the impact of future sets of tactics. (wikipedia.org)
- Desktop modeling tools such as Micro TSP have made this kind of statistical analysis part of the mainstream now. (wikipedia.org)
- Structural equation modeling ( SEM ) is a form of causal modeling that includes a diverse set of mathematical models, computer algorithms, and statistical methods that fit networks of constructs to data. (wikipedia.org)
- The USGS is incorporating different species and aquatic communities into statistical models to begin developing tools that quantify relationships between flow and total ecosystem services provided by river systems for human benefit. (usgs.gov)
- A new class of statistical model allows estimation of key demographic rates based on fish samples from typical monitoring protocols using untagged and unmarked fish. (usgs.gov)
- USGS studies related to statistical modeling and the Fisheries Program are listed below. (usgs.gov)
- The SAS Risk Modeling Workbench includes statistical tools for developing standard stress testing models, such as proportional hazard, regression-based models. (sas.com)

###### mathematical models

- Emphasis is on an integrative approach, combining field and laboratory studies to provide data for mathematical models of ecological and evolutionary dynamics. (usgs.gov)

###### ODEs

- in such models, the ODEs themselves model tumor growth. (siam.org)

###### quantitative

- Teaches quantitative methods and modeling techniques that will improve the student's ability to make informed decisions in an uncertain world. (bu.edu)
- Quantitative analysts can quickly develop, calibrate and validate all models needed for stress testing, as well as visually explore model results. (sas.com)

###### relational

- Data Modeling for relational databases is more than a touch different than the way it's approached with Cassandra. (slideshare.net)

###### behavior

- However, the CLV principles may be extended to transactions-focused categories such as consumer packaged goods by incorporating stochastic purchase models of individual or aggregate behavior . (wikipedia.org)
- These models can be used to interpret existing observations or to predict new chemical behavior. (umich.edu)
- Ecotoxicology Modeling is a comprehensive and well-documented text providing a collection of computational methods to the ecotoxicologists primarily interested in the study of the adverse effects of chemicals, their mechanisms of action and/or their environmental fate and behavior. (springer.com)

###### semantic

- These are often called semantic models. (llrx.com)
- Knowledge modeling is a very apt description for what is involved in designing and creating ontologies, which are knowledge organization systems that describe a domain of knowledge, through concepts, classes of concepts, and customized semantic relationships between concepts of different classes. (llrx.com)
- There are knowledge organization systems which are not ontologies yet make use of some semantic relationships, and designing these also involves the activity knowledge modeling. (llrx.com)
- Determining what additional semantic relationships are desired, how specific they should be, and what they should be named in both directions is very much a knowledge modeling task. (llrx.com)

###### predictive

- The prediction model can have varying levels of sophistication and accuracy, ranging from a crude heuristic to the use of complex predictive analytics techniques. (wikipedia.org)
- Modeling is also increasingly used by ecotoxicologists to better understand the effects and fate of chemicals in the different compartments of the biosphere and to simulate them in the frame of predictive hazard and risk assessment schemes. (springer.com)

###### regression

- and how to build and interpret regression models, which can be used to inform core business and organizational decisions. (bu.edu)

###### flows

- The goal is to eventually associate ecological transistional stages (recruitment, colonization, extirpation), based on spatially replicated occupancy models, with hydrologic flows under different conditions and in different physiographic regions or across a geographical gradient. (usgs.gov)
- Visual flows show dependencies among groups of models, and linkages between data sources and models can be easily visualized and explained. (sas.com)

###### teaches

- This article teaches how to model a viewshed and determine visibility for individual locations. (esri.com)

###### involves

- Fish bioenergetics modeling, which involves quantification of the fish's energy budget, has played an important role in managing Great Lakes fisheries, as well as other fisheries around the world. (usgs.gov)
- Knowledge modeling also involves inputs of people and content, but more emphasis is on stakeholder/user input. (llrx.com)

###### Data

- Although systems biology models should be used with care considering the complexity of regulatory programs and the limitations of current genomics data, methods describing interactions can provide hypotheses about the underlying cause of emergent properties and are needed if we are to identify target genes other than those constituting the "low hanging fruit" of genomic analysis. (diva-portal.org)
- Now, individual schoolscan generate scenario with the data within their control and test their own performance through NN model.Originality/value - This work proposes integration of DEA and NN to assist the managers topredict the performance of an individual DMU based on input consumed and generate various"what-if" scenarios. (slideshare.net)
- Marketing mix modeling is an analytical approach that uses historic information, such as syndicated point-of-sale data and companies' internal data, to quantify the sales impact of various marketing activities. (wikipedia.org)
- Building information models ( BIMs ) are files (often but not always in proprietary formats and containing proprietary data) which can be extracted, exchanged or networked to support decision-making regarding a building or other built asset. (wikipedia.org)
- We are collecting empirical temperature climate data to develop local models describing stream temperature and streamflows in headwater streams in Spread Creek, a Tributary to the Upper Snake River, WY. (usgs.gov)
- The project is integrating downscaled and regionalized climate models (e.g., stream temperature) with riverscape data, fine-scale aquatic species vulnerability assessments, population genetic connectivity, and remotely sensed riparian and aquatic habitat connectivity analyses. (usgs.gov)
- This kind of analysis can best be done with detailed mechanistic models, but these models require extensive data and advanced estimation procedures. (usgs.gov)
- As these data become available in draft final form, FAA will post the various components of each analysis including the assumptions, project files, and supporting material used in the modeling efforts. (faa.gov)
- and 3) portray, summarize and analyze data to support operational and strategic decisions associated with the core business models. (bu.edu)
- Enables the development and calibration of the various models needed for stress testing, and visually displays linkages between data sources and satellite models. (sas.com)
- Data Modeling is the one of the first things to sink your teeth into when trying out a new database. (slideshare.net)

###### spatial

- Building information modeling extends this beyond 3D , augmenting the three primary spatial dimensions (width, height and depth) with time as the fourth dimension ( 4D ) and cost as the fifth ( 5D ). (wikipedia.org)
- This exercise uses the ArcGIS Spatial Analyst extension to model viewsheds from Toro Peak, which looks north and east into the Coachella Valley. (esri.com)

###### linkages

- And the solution's open, flexible environment enables you to develop models, as well as specify linkages among different models. (sas.com)

###### biochemistry

- In particular, models are extremely helpful in organic or biochemistry because these disciplines study chemistry that has a true three-dimensional component. (umich.edu)

###### BrandScience

- Early adopters of customer lifetime value models in the 1990s include Edge Consulting and BrandScience. (wikipedia.org)
- Other early pioneer-users of econometric modeling were the ATG group at the advertising agency JWT in the 1990s and later incorporated into MindShare ATG, BrandScience at Omnicom , and the specialist modeling agency OHAL since the late 1980s. (wikipedia.org)

###### tools

- This project is aimed at creating a set of highly universal AI tools to be used in AI modelling. (sourceforge.net)
- BIM design tools allow extraction of different views from a building model for drawing production and other uses. (wikipedia.org)

###### content

- Furthermore, a knowledge model is either a complex type of knowledge organization system, such as a thesaurus or an ontology, or a set of multiple controlled vocabularies to be used in combination for the same content set that form a set of taxonomies, such as facets, but it is not a simple single controlled vocabulary. (llrx.com)
- Content contains information, but people contain knowledge, so knowledge modeling requires the input of various people, with the input gathered in a comprehensive and systematic way, such as through interactive brainstorming workshops and interviews. (llrx.com)
- Furthermore, knowledge modeling does not look at merely content, but starts out considering the body "knowledge" that can be derived from the content. (llrx.com)

###### observations

- 3. Applied Physical Oceanography and Acoustics: Controlling Physics, Observations, Models and Naval Applications NEW! (slideshare.net)

###### download

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###### analysis

- We outline a computationally inferred model of the regulatory network of Populus leaves, and show how treating genes as interacting, rather than individual, entities identifies new regulators compared to traditional genomics analysis. (diva-portal.org)
- SEM includes confirmatory factor analysis , path analysis , partial least squares path modeling , and latent growth modeling . (wikipedia.org)
- This selective/easily changed coloring provides a powerful analysis tool that is missing in physical models. (umich.edu)

###### Various

- Various methods in structural equation modeling have been used in the sciences, business, and other fields. (wikipedia.org)
- Mathematical modelling deals with modelling and analyzing various types of biomedical systems. (tue.nl)

###### fate

- Pharmacokinetics is the discipline that describes and models in vivo the fate of drugs in a whole living organism, or at a lower level in a tissue, in a population of cells, or in a cell. (springer.com)

###### Simulation

- In support of the environmental analyses of the Re-Evaluation, the FAA is using computer simulation modeling of the interim airfield configurations that are the subject of the Re-evaluation. (faa.gov)

###### equations

- The multiscale model developed by Jiang and her group, by contrast, has three integrated parts, with reaction diffusion partial differential equations used as an element of the overall attempt to model avascular tumor growth. (siam.org)
- These and other assumptions allow the equations for the chemicals to be solved on a coarser lattice than the lattice for cells, the group explains in their paper ("A Multiscale Model for Avascular Tumor Growth," Biophysical Journal , December 2005). (siam.org)

###### assumptions

- For continuation to the extracellular level, Jiang explains, the model re-quires some simplifying assumptions, such as constant diffusion coefficients and chemically homogeneous cells. (siam.org)

###### methods

- Criticism of SEM methods often addresses pitfalls in mathematical formulation, weak external validity of some accepted models and philosophical bias inherent to the standard procedures. (wikipedia.org)
- Structural equation modeling, as the term is currently used in sociology, psychology, and other social sciences evolved from the earlier methods in genetic path modeling of Sewall Wright . (wikipedia.org)
- The 2015 text Structural Equation Modeling: From Paths to Networks provides a history of the methods. (wikipedia.org)

###### Physical

- Physical models of biomolecules can facilitate an understanding of their structure-function for the researcher, aid in communication between researchers, and serve as an educational tool in pedagogical endeavors. (jove.com)
- Building information modeling ( BIM ) is a process involving the generation and management of digital representations of physical and functional characteristics of places. (wikipedia.org)
- Building Information Modeling (BIM) is a digital representation of physical and functional characteristics of a facility. (wikipedia.org)
- The purpose of molecular modeling is to provide a three-dimensional image (either physical or software-based) that allows a chemist to better see the manner in which atoms and molecules can interact. (umich.edu)
- These physical models can be useful in understanding the geometry of simple chemical structures. (umich.edu)
- Physical models, particularly of proteins and DNA structures have allowed major strides in our understanding of biological activity. (umich.edu)
- But, physical models of large molecules are expensive to construct, physically fragile, and difficult to alter or manipulate. (umich.edu)

###### cellular

- The researchers model growth at the cellular, subcellular, and extracellular levels using multiple mathematical concepts and techniques. (siam.org)
- Running the model begins at the cellular level, where the researchers use a lattice Monte Carlo model to describe cellular dynamics, including proliferation, adhesion, and viability. (siam.org)
- The Monte Carlo procedure is one way to integrate the equation,' so to speak," says Jiang, "or to evolve the cell configuration on the lattice in our cellular model. (siam.org)
- Based on the cellular Q Potts model---which was developed by Francis Graner and Jiang's PhD adviser, James Glazier---the cellular-level model partitions a three-dimensional space into domains of cells and cell mediums, and then assigns each cell a unique identification number, which occupies the lattice sites within the cell domain. (siam.org)
- The cellular Potts model has proved to be a good model for cell-level dynamics," says Jiang. (siam.org)

###### Software

- The term 'building model' (in the sense of BIM as used today) was first used in papers in the mid-1980s: in a 1985 paper by Simon Ruffle eventually published in 1986, and later in a 1986 paper by Robert Aish - then at GMW Computers Ltd , developer of RUCAPS software - referring to the software's use at London's Heathrow Airport. (wikipedia.org)
- In 2002, Autodesk released a white paper entitled "Building Information Modeling," and other software vendors also started to assert their involvement in the field. (wikipedia.org)
- just had a request for blueprint modeling software that runs on linux (fedora, ideally). (redhat.com)

###### chemicals

- The diffusion reaction equation for the model, based on the chemical diffusion and metabolism, is generic for all of the chemicals in the model. (siam.org)

###### computer

- HydroCAD is a computer-aided design (CAD) program used by civil engineers for modeling the hydrology and hydraulics (H&H) of stormwater runoff . (wikipedia.org)

###### provide

- Here, we provide detailed guidance for the 3D printing of accurate models of biomolecules using fused filament fabrication desktop 3D printers. (jove.com)
- Note latent IQ variable fixed at 1 to provide scale to the model. (wikipedia.org)
- Finally, while KiNG is a good application for rendering geometry, it typically does not provide models that display either multiple bond information or so-called space-filling rendering. (umich.edu)
- Industry-leading model development capabilities provide a strong foundation for an end-to-end stress testing solution. (sas.com)

###### represents

- The statewide model represents a public/private partnership. (esri.com)
- For example, below is a model of a dopamine D2 receptor that represents about 5000 atoms. (umich.edu)

###### regulatory

- A sound stress test modeling environment that stands up to regulatory scrutiny. (sas.com)

###### experimental

- Although crystal structures of the F 1 region have illustrated how this rotation leads to ATP synthesis, understanding how proton translocation produces the rotation has been impeded by the lack of an experimental atomic model for the F O region. (sciencemag.org)

###### types

- SAS delivers a centralized, structured environment that streamlines the development of all types of models needed for stress testing. (sas.com)
- Streamlines the development of all types of models needed for stress testing. (sas.com)

###### dynamics

- It] can retain the individuality of each cell and keep track of their fates, and at the same time each cell is simple enough that it's possible to model the tissue-level dynamics. (siam.org)

###### different

- The activity of "knowledge modeling" is also slightly different and more complex than mere "taxonomy creation. (llrx.com)
- Knowledge modeling may also involve a slightly different thinking of the taxonomist or knowledge modeler. (llrx.com)

###### article

- This article is about Building information modeling. (wikipedia.org)

###### assess

- Structural equation models are often used to assess unobservable 'latent' constructs. (wikipedia.org)

###### systems

- Disease Models & Mechanisms (DMM) is an online Open Access journal focusing on the use of model systems to better understand, diagnose and treat human disease. (biologists.org)
- In general models are used to understand the behaviour of complex systems. (tue.nl)
- The designation of "model" is also what is used for RDF, SKOS, and OWL-based systems. (llrx.com)
- The student will also be armed with Internet resources for up-to-date information on sonar systems, undersea sound propagation models, and environmental databases. (slideshare.net)

###### Share

- CLV-based segmentation can be combined with a Share of Wallet (SOW) model to identify "high CLV but low SOW" customers with the assumption that the company's profit could be maximized by investing marketing resources in those customers. (wikipedia.org)

###### create

- In addition, you can link revenue models (PPNR/NII) with loss models, which is necessary to create a complete capital plan. (sas.com)

###### process

- The modeling process illustrated throughout the course will significantly improve students? (bu.edu)
- Complete integration with other technology components related to model execution and stress testing process orchestration enables end-to-end governance and greater transparency, from model development to reporting. (sas.com)
- Integrates seamlessly with other technology components related to model execution and process orchestration within the stress testing process. (sas.com)

###### term

- The term 'Building Information Model' first appeared in a 1992 paper by G.A. van Nederveen and F. P. Tolman. (wikipedia.org)

###### example

- An example structural equation model. (wikipedia.org)

###### operational

- Lower costs and reduce the operational risks associated with model development. (sas.com)

###### Application

- Written by an international team of scientists, Ecotoxicology Modeling is of primary interest to those whose research or professional activity is directly concerned with the development and application of models in ecotoxicology. (springer.com)

###### results

- Starting with a single tumor cell, the group's model produces an avascular tumor that mimics results of mouse mammary tumor experiments. (siam.org)
- All the modeling results will be added to this geodatabase. (esri.com)

###### Earlier

- A knowledge model is more similar to a knowledge organization system, which I defined in an earlier blog post . (llrx.com)

###### area

- This dataset contains a clipped 30-meter digital elevation model (DEM) for a portion of the larger study area. (esri.com)

###### system

- This exercise models viewsheds from Toro Peak to determine visibility for individual locations that are part of a communications network used for an earthquake early warning system in the Coachella Valley in Southern California. (esri.com)
- Also the behaviour of a system in a new situation or with new parameter values may be inferred from a suitable model. (tue.nl)
- As a system or a model, it comprises not only the concepts, their labels and attributes, and their relationships, but also rules or policies for their use. (llrx.com)
- In 1985, AMS began development of the HydroCAD Stormwater Modeling System as a response to growing hydrology requirements facing civil engineers. (wikipedia.org)

###### Business

- You will develop the skills to formulate and analyze a wide range of models that can aid in managerial decision-making in the functional areas of business. (bu.edu)

###### single

- A single, centralized model development environment streamlines model development processes and eliminates the difficult challenge of integrating disparate model development environments. (sas.com)

###### often

- Often in the digital media context, MMM is referred to as attribution modeling. (wikipedia.org)
- They often invoke a measurement model that defines latent variables using one or more observed variables , and a structural model that imputes relationships between latent variables. (wikipedia.org)