Statistical Thinking and Data Analysis: an Introduction (Summer School)
Course
In London
Description
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Type
Course
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Level
Intermediate
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Location
London
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Class hours
21h
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Duration
5 Days
This five-day summer school will help you interpret published research and perform basic statistical analysis.
You'll learn research and quantitative skills - this will enable you to make your own judgements about research results and understand their true meanings.
This course is delivered by UCL's Centre for Applied Statistics Courses (CASC) - part of the UCL Great Ormond Street Institute of Child Health (ICH).
Facilities
Location
Start date
Start date
About this course
By the end of this course you should be able to:
set out a plan of analysis for a research question, accounting for all types of data involved and aspects of the question
choose the best way of graphically displaying data and results
choose the significance tests suitable to answer a research question
use results to make inferences about the wider population of interest and answer a research question
You don't need any knowledge of statistical analysis to attend this course.
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Subjects
- Data analysis
- Types of data
- Bootstrapping
- Statistical analysis
- Graphical displays
- Categorical data
- Hypothesis
- Study design
- Design
- Sampling
Course programme
The course will cover the following topics:
- How to develop a sound research question
- Study design, sampling and confounding
- Types of data
- Graphical displays of data and results
- Summarising numeric and categorical data
- Quantifying differences and associations between groups
- Hypothesis testing
- Confidence intervals and p-values
- Parametric and non-parametric statistical tests
- Bootstrapping
- Introduction to regression
Statistical Thinking and Data Analysis: an Introduction (Summer School)