Data Analysis

chart showing multilevel analysis diagram
Multi-level Analysis using Mplus: Online

An introduction to the concepts and techniques required to analyse data that is multi-level in nature. (That is, data that is derived from subjects who are nested within groups or data that involves repeated measures that are nested within subjects)

 

cover of choice modelling textbook
Fundamentals of Choice Modelling: Online

This masterclass introduces students to choice models, discusses and contrasts the family of available model structures, and covers both estimation on data and the use of models to produce outputs for policy. 

Advanced Structural Equation Modelling using AMOS
Advanced Structural Equation Modelling using AMOS

This course is designed as an advanced course in Structural Equation Modeling (SEM) for existing AMOS users.

Mplus logo
Advanced Structural Equation Modelling using Mplus

This course is designed as an advanced course in Structural Equation Modeling (SEM) for existing Mplus users or for existing AMOS and LISREL users who wish to convert to Mplus.

Social Media Network and Text Analysis : Online - 4 Day
Social Media Network and Text Analysis : Online - 4 Day

An introduction to approaches for collecting and analysing network and text data from Social Media, (Reddit, YouTube and Mastodon) and the WWW (hyperlink networks) using the R statistical software.

 

R logo
Foundations of Programming in R for Political Analysis: Online

This course provides hands-on experience for newcomers learning programming in R, a free and open-source language for statistical computing. 

 

image of a person looking at a regression graph
Predictive Analytics for Data Science: Linear and Non-Linear Modelling: Online - (2 days)

This masterclass is an introduction to linear and non-linear predictive models. It will provide an interactive step-by-step guide to running these models and key diagnostics using the R software platform.

 

 

an image of stata software interface
Data Analysis Using Stata

This course aims to provide you with the understanding and experience to undertake a basic research project in the social or health sciences using Stata as the statistical tool.

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Advanced Statistical Analysis Using R

The focus of this course is on learning advanced statistical methods using R.

 

a drawing of a person on a laptop surrounded by graphs
Applied Statistical Procedures: Online

This intermediate course will help you choose from a range of statistical procedures to analyse your data. It aims to provide participants with an ability to understand, run and interpret these procedures.   

 

front cover image of Prof Silverman's textbook Interpreting Qualitative Data
Qualitative Research: Doing Constructionist Data Analysis (2 days)

Guidance for early career researchers on how to use the latest constructionist approaches, which treat our data as instances of complex behaviours and hence complementary to quantitative research.

graphic image of a social network
Social Network Analysis in R: Online

A practical introduction to the network perspective and social network analysis (SNA), with a focus on applications in political analysis.

 

SEM diagram
Advanced Structural Equation Modelling: Online

This course is designed as an advanced course in Structural Equation Modeling (SEM) for existing AMOS and/or Mplus users. 

 

stata software showing times series menu item
Introduction to Time-Series Analysis using Stata - (2 days)

Time-series analysis is gaining popularity across many disciplines for its ability to detect trends. This course takes a practical applied approach (rather than mathematical) and participants are provided with detailed, hands-on experience in running basic time-series analysis using Stata.

 

chart showing multilevel analysis diagram
Multi-level Analysis using Mplus

An introduction to the concepts and techniques required to analyse data that is multi-level in nature. (That is data that is derived from subjects who are nested within groups or data that involves repeated measures that are nested within subjects)

 

cover of choice modelling textbook
Fundamentals of Choice Modelling (2-day)

This masterclass introduces students to choice models, discusses and contrasts the family of available model structures, and also talks about the data requirements, model estimation, and the use of models to produce outputs for policy. 

NVivo logo
Introduction to Computer-assisted Qualitative Data Analysis using NVivo
This course is for those already familiar with qualitative research approaches who are interested in using NVivo software to assist with the tasks of qualitative data management and analysis.
 
MAXQDA logo surrounded by images of text items
Harnessing MAXQDA for Qualitative Analysis: Online (2 days)

This master-class provides a comprehensive introduction to the use of MAXQDA for qualitative analysis, focusing on harnessing its tools appropriately within methodological contexts. 

 

Applied Multiple Regression Analysis
Applied Multiple Regression Analysis
A course designed for those with previous knowledge and experience with regression analysis, who seek to enhance their current knowledge and extend their proficiency in applying the technique. 
graph showing data points
Introduction to Mixed Effects Modelling: Online - (2 days)

This course is designed as an introduction to mixed effects modelling. These models involve data arising from longitudinal studies or studies where the data exhibits some form of hierarchy, and sometimes referred to as multilevel modelling.

 

NVivo logo
NVivo Essentials: Online (3 days)

The workshop aims to provide researchers with essential skills in using the NVivo software. The focus is on developing the essentials skills from NVivo through hands-on experience.

 

NVivo logo
Introduction to Computer-assisted Qualitative Data Analysis using Nvivo: Online
This course is for those already familiar with qualitative research approaches who are interested in using NVivo software to assist with the tasks of qualitative data management and analysis.
 
a drawing of a person on a laptop surrounded by graphs
Applied Statistical Procedures

This intermediate course will help you choose from a range of statistical procedures to analyse your data. It aims to provide participants with an ability to understand, run and interpret these procedures. 

 

an image of stata software interface
Data Analysis Using Stata: Online

This course aims to provide you with the understanding and experience to undertake a basic research project in the social or health sciences using Stata as the statistical tool.

Person holding R logo with graphs in background
Advanced Statistical Analysis Using R: Online

The focus of this course is on learning advanced statistical methods using R.

 

Applied Longitudinal Data Analysis
Applied Longitudinal Data Analysis

This course provides an overview of Longitudinal Data Analysis. As well as the statistical theory, an overview of the many applications and capabilities of LDA is given.

 

Python logo
Introduction to Python for Social Sciences: Online (2 days)

A step-by-step, interactive introduction to Python for participants with no experience with this software package. 

 

R logo over background of coding
Data Analysis in R

This course will help build participants’ ability to work with data in R and undertake rigorous statistical analysis, including spatial analysis and linear regression, and create publication-standard graphs of the results. The end result will be more professional and easy to understand research.

front cover image of Prof Silverman's textbook Interpreting Qualitative Data
Qualitative Research: Doing Constructionist Data Analysis: Online (4 days)

Guidance for early career researchers on how to use the latest constructionist approaches, which treat our data as instances of complex behaviours and hence complementary to quantitative research.

 

Applied Multivariable Statistical Analysis software
Applied Multivariable Statistical Analysis: Online (3 Day)
This course aims to give you an understanding of different multivariable analysis techniques.
 
R logo over background of coding
Data Analysis in R: Online

This course will help build participants’ ability to work with data in R and undertake rigorous statistical analysis, including spatial analysis and linear regression, and create publication-standard graphs of the results. The end result will be more professional and easy to understand research.

 

SEM diagram
Advanced Structural Equation Modelling

This course is designed as an advanced course in Structural Equation Modeling (SEM) for existing AMOS and/or Mplus users.

 

an illustration of somone looking at graph and laptop
Introduction to Survival Analysis: Online - (2 days)

Survival analysis is used to find out the time it takes for an event of interest to occur (e.g., death, birth, recidivism). This course is designed as an introduction to survival analysis.

 

Survey Experiments for Political Science: Online
Survey Experiments for Political Science: Online

This course covers the foundations of designing, implementing and analysing basic online survey experiments in political science. 

 

image of a person changing from a baby to elderly person over time
Applied Longitudinal Data Analysis: Online

This course provides an overview of Longitudinal Data Analysis. As well as the statistical theory, an overview of the many applications and capabilities of LDA is given.