Statistical methods and data analysis

Applied mathematics and statistics involves applying analytical methods including exploratory data analysis, visualisation and statistical testing to help make accurate recommendations.

Skill levelDescription
AwarenessYou can:understand the theoretical basis for applied practicesbegin to apply the theory to practical examples
WorkingYou can:understand how and when to practically apply existing best practice solutions
PractitionerYou can:understand and apply a range of practicesdevelop deeper expertise in a narrower range of specialismsstart to apply emerging theory to practical situations
ExpertYou can:understand, teach and supervise a wide range of practices, or may have deep expertise in a narrower range of specialismsapply emerging theory to practical situations
Skill levelDescription
AwarenessYou can:
show an awareness of IT and mathematical skillsappreciate how they are applied in the environment
WorkingYou can:
apply your knowledge and experience of IT and mathematical skills, including tools and techniques
adopt those most appropriate for the environment
PractitionerYou can:
share your knowledge and experience of IT and mathematical skills with others, including tools and techniques
define those most appropriate for the environment
ExpertYou can:
demonstrate knowledge and experience of the application of IT and mathematical skills
be a recognised specialist and adviser in these skills, including relating to user needs, generation of ideas, methods, tools, and leading or guiding others in best practice

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