COURSES > ANALYTICS

Advanced Statistical Analysis

Making Sense of Your Data through Advanced Statistical Methods

Chaired by
Robert Grant

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Overview

Do you want to help your organisation improve productivity and enhance performance? A highly developed understanding of statistical models will do just that.

Our Advanced Statistical Analysis course has been designed to help those with a background in statistics to understand and use more advanced statistical models to make better sense of their data.

Through highly interactive workshops, gain a better understanding of the concepts behind advanced statistics; learn how to apply the Bayesian model and utilise more complex statistical methods, such as non-linear curves and hypothesis testing.

Practice using R programming on public sector data sets, which will help you utilise more advance statistical methods to improve your organisation’s performance.



Trainer, Coach and Writer on Statistics

Robert is a trainer, coach and writer on statistics and working in data science, especially data visualisation and Bayesian models.

He taught statistics and research methods to postgraduate clinical research students at St George’s Medical School and Kingston University (2010-2017), and contributed to many health services and biomedical research projects in this time. His freelance clients include Harvard Medical School, The Economist, and the Cabinet Office.

He is a fellow of the Royal Statistical Society and served on their statistical computing committee from 2012-16. He worked on clinical audits, analysing hospital quality and safety ...


Robert Grant


Learning Outcomes

  • Apply advanced statistics within your organisation

  • Use the Bayesian statistics theory to predict trends

  • Learn how to use R programming to analyse your data

  • Gain a firm understanding of advanced statistics concepts

  • Utilise advanced statistical methods to improve your organisation’s performance






All the Understanding ModernGov courses are Continuing Professional Development (CPD) certified,
with signed certificates available upon request for event.


Enquire About In-House Training

To speak to someone about a bespoke training programme, please contact us:

0800 542 9414
InHouse@moderngov.com



Agenda

09:25 - 09:30 Registration

09:30 - 10:00 Trainer’s Welcome and Clarification of Learning Objectives

10:00 - 11:00 Key Concepts behind Advanced Statistics

  • The Data Generating Process

  • Introduction to R programming

  • Review of randomness and trends

  • Establish what type of data you should be using

  • Examine real-life public-sector statistics and data

  • Gain an overview of machine learning: predictive analysis, AI and cloud computing

11:00 - 11:15 Morning Break

11:15 - 12:00 Applying the Bayesian Theory

  • Missing data

  • Known biases

  • Intuitive probability-based outputs

  • Incorporating prior evidence or opinion

  • Establish areas in modelling and imperfect data where the Bayesian theory can help

12:00 - 13:00 Workshop: Utilising Advanced Statistical Methods Part 1

  • Non-linear curves

  • Hypothesis testing

  • Confidence intervals

  • Predictive distributions

  • Multilevel models for clustered data

  • Models for different outcomes (binary events or counts)

  • Identify different methods in which statistical models can be used

13:00 - 13:45 Lunch

13:45 - 14:00 Reflection Session

  • Trainer will review the day’s learning and the next stages of the course

  • Delegates will have time to ask questions and share views with one another

14:00 - 16:00 Workshop: Utilising Advanced Statistical Methods Part 2

  • Helpful assumptions

  • The bias/variance trade-off

  • Models with more than one predictor

  • Interactions and non-linear functions of the predictors

  • Constructing such a model for cause and effect or prediction

16:00 - 16:15 Feedback, Evaluation & Close

  • Effective Report Writing, Senior Engineering Specialist, Eastleigh Borough Council

    “This course provided an excellent understanding of how to write effectively and why it is important to do so.”

  • Effective Proofing and Editing Skills: Senior Events Officer, King's College London

    “I would really recommend the course. Sue is a fantastic trainer and the day passed by far too quickly. Lots of helpful resources to take away, also very impressed with the smooth transition to online learning. Thank you!

  • Effective Data Visualisation: Corporate Performance Management Officer, Carmarthenshire County Council

    “I have learned a great deal with many tips and ideas to enable to improve the authority’s reports”

  • Effective Business Process Mapping: Internal Quality and Improvement Officer, Social Work England

    “It was a fun course to take a part in. There was a lot of information given, and it was done in an engaging way with lots of interactivity, even over zoom. i really enjoyed the course and learned lots from it.”

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