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Statistical Data Science
Analyse, visualise, and model data using the latest statistical and data science techniques. Data can be confusing since it rarely records anything without some form of ambiguity, uncertainty or "error". Statistics is the theory and practice of most effectively extracting the real information from such data. It not only extracts this information, but does so with a clear statement on how precise any inferences can be.
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Pilot Studies & Experimental Surveys
Pilot studies are preliminary investigations conducted before the main research is embarked upon. Surveys are a key tool in collecting information about a "population", whether that population is a set of people, households, businesses or even pieces of equipment. Most surveys use information from a subset or sample of the population, which if done right will lead to an understanding of the whole targeted population. Such sample surveys require proper statistical input in their design and analysis.
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Interactive Dashboards
Data-Lead Global is experienced in translating findings into a form that is designed specifically for our clients' needs whether it is providing insights in a formal report, presentation or interactive tool. We are highly skilled at programming and are able to provide a tailored product to client's software and develop sophisticated graphics individualised for the purpose at hand.
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Oil & Gas/Mining Analytic
Data-Lead Global has a fantastic history of working with clients from across the mining, oil and gas sectors to help them gain new insights from their existing data resources and to design and inform effective data collection strategies. As consultant statisticians with experience across many industries and sectors we utilise not only statistical techniques that have proven applications in mining but also adapt techniques traditionally used in other sectors to provide innovative solutions to mining challenges.
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Big Data Management
In many situations the problem is not lack of data but rather an apparent excess of data. Even in this situation, the question still remains "what does it all mean"? Interpreting large volumes of data and finding the information gems is the challenge. At Data-Lead Global we have the IT and statistical capability to store and process such data sets, to provide useful and valuable information to the client. Data-Lead Global approaches this from a statistical viewpoint, but one that is informed by modern computer science so that the two are incorporated to fully disseminate the data, providing the client with real insight into "what the data means".
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Simulation and Optimization
Complex real-life structures and systems can often be represented in a mathematical or statistical way. They can be conceptual models to better understand or simplify a process, or detailed data driven mathematical models to provide a theoretical understanding of relationships in a quantifiable way. Importantly, they need to be built so that the main characteristics are captured while simplifying the superfluous.
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Spatial Analysis and Mapping
Data-Lead Global consultants understand spatial data using best practice statistical analysis including all standard geostatistical and spatial points process methods. These methods can answer questions from "is this cluster of disease just due to chance?" through to "what is the best estimate of ore grades in this mine?".
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