Birmingham Statistics for Linguists Summer School
- University of Birmingham
- Arts and Law, Teaching
The University of Birmingham is organising its first “Statistics for Linguists” Summer School. Over the course of five days, participants will learn how to process and analyse data using the R programming language.
The summer school will be convened by Bodo Winter (University of Birmingham), Timo Roettger (Northwestern University) and Márton Sóskuthy (University of York). Additional optional sessions will be offered by our local staff of quantitative linguists, including Jack Grieve, Isobelle Clark, Jason Grafmiller, Matteo Fuoli, Michaela Mahlberg and Viola Wiegand.
We will provide a comprehensive overview of current statistical methods that are commonly used in linguistics and related fields. The ultimate goal is for participants to become competent users of these techniques and gain a better understanding of their own data.
The sessions will cover topics such as:
- Introduction to the R programming language
- Data wrangling
- Reproducible research practices
- Data visualisation
- Linear models
- Poisson and logistic regression
- Linear mixed effects models
- Bayesian modelling
- Growth Curve Analysis
- Generalised additive models
Additional optional sessions will cover topics such as:
- Mapping and Spatial Analysis
- Resampling techniques (bootstrapping, permutation tests)
- Multidimensional Scaling and Principal Components Analysis
- Classification and Regression Trees and Random Forests
- Confirmatory and Exploratory Factor Analysis
- Path Analysis and Structural Equation Models
- Multiple Correspondence Analysis
- Simulating data for power and Type I error simulations
- Corpus statistics and concordance comparison
The workshop will combine theory sessions with hands-on analysis examples. There will be opportunities for students to present their own work and receive feedback from our expert team. We have planned social activities to also make this an opportunity for networking for all participants. Additional review materials will be available online after the course, including video recordings of each session.
The summer school is open to undergraduate, postgraduate, and doctoral students, as well as researchers who want to improve their skills in applying statistical methods in their own research. No statistical, mathematical or programming background is required.
Please note that all participants are required to register in order to be admitted to summer school sessions and events.
Registration will open from Monday 15 January and will be available until midnight on Monday 2 April 2018.
The fee covers attendance at all sessions of the summer school, lunches, refreshments and social events for all five days. Places are limited and allocated on a first come first served basis.
There are many accommodation venues that would be suitable and may have availability for the summer school.
Venue and Travel
All summer school sessions will take place on the University of Birmingham Campus. Discover the latest information about travelling to the University of Birmingham.
Food and Drinks
The Statistics for Linguists Summer School registration fee includes refreshments and lunch, but does not include breakfast or evening meals. Discover a list of restaurants in the local area.