Government

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The rise of data in Government

Government departments and agencies are leading the charge when it comes to using Big Data and Analytics. They know they need to use it, and often have a very good idea about what they want to achieve from the wealth of data and information they hold. The AutoStat® data science team work closely with our Government clients to analyse data and provide an evidence base for the unique decisions they are required to make.

The Solution

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Deployed across the Health, Emergency Services, Utilities and other government sectors, AutoStat® provides easy access to advanced analytics tools and techniques, visualisations, project sharing and reporting modules. AI, ML and advanced statistical and optimisation techniques are paving the way unlocking new insights and opportunities for government. Governments are deploying these techniques in an effort to understand the quantum of funding required to efficiently resource their portfolios as well as the equitable distribution of the funding across their networks and constituents.

Governments are now able to interrogate their data with the same methods previously reserved for academics and researchers. Information about inter‐relationships, trends, events and patterns is embedded within big data. Predictive analytics involves extracting information from data and using it to predict future trends, unknown events and behavioural patterns.

AutoStat® in Government

The NSW Ministry of Health has deployed AutoStat® to enable local health planners to undertake rigorous clinical services planning in order to allocate billions of dollars of capital health expenditure every year. AutoStat® mathematically interrogated the Ministry's underlying data applies a set of algorithms to support health activity planning and analysis. AutoStat® allows planners to model the impact of new hospitals and wards, and changes in healthcare demand; analyse the relationship between different healthcare streams; model future demand for various health services by changing key variables and undergoing scenario analysis; and upload new datasets automatically and in real-time

The code-free analytics capabilities of AutoStat® can allow government departments to:

1. Model capital and operational expenditure requirement using advanced optimisation techniques.
2. Facilitate program reviews by undertaking advanced statistical analysis including forecasting and hypothesis testing.
3. Distribute athletic, administrative and operational insights via customizable dashboards and visualizations.
4. Build predictive models to maximize human resources and staff requirements.
5. Connect disparate datasets to model and predict future events and stakeholder preferences.
6. Integrate predictive modelling and insights to existing software, systems and workflows.

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Experience AutoStat®

From data processing and visualisation, to machine learning and beyond, get up to speed with the most advanced data science techniques with real-world projects using AutoStat®.

Ensemble Machine Learning

Applying ML techniques to predict Heart Disease

Regression Models in Practice

A deep-dive into frequentist and Bayesian regression models

Mixed Effects Modelling

Modelling chick weights over time with fixed and random effects

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