Following on from the successful series of online methods sessions in 2020-21, Methods North West is offering another series of methodological sessions during 2021/22, once again delivered by experts in their fields. A list of all previous sessions can be found in our archive here.
Please find details of upcoming sessions below:
Hour ahead stock price forecasting: A comparative analysis of machine learning and deep learning models for high frequency financial time-series data
Robina Iqbal (Keele University)
Tabular neural networks handle categorical and continuous columns differently as compared to other algorithms such as Random Forest. This study set out to investigate the efficacy of Tabular Learner (TL) and evaluated their performance with LSTM, GRU and Random Forest models in making one hour ahead prediction of stock prices. fastsai’s TL was used for training while a strategic validation approach for time-series analysis was implemented.
19th May 2022, 2-3pm
Diverse economies: anticapitalocentric, hopeful reading for better worlds
Pete North (University of Liverpool)
This seminar will examine methods for uncovering and developing better worlds, and thinking about more hopeful ontologies as developed by scholars associated with the work of J.K. Gibson-Graham. How can we uncover and develop better stories, visions practices about how we and others can live well in the Anthropocene, What methods are used by diverse economies scholars to build better worlds?
26th May 2022, 2-3pm
Metaphors of menopause and how to analyse them
Pernille Bogø-Jørgensen (Lancaster University)
Metaphor is a slippery linguistic phenomenon and much discussion has gone into developing rules for how to identify it. A current practice is the well-tested Metaphor Identification Procedure, MIP, (Pragglejaz, 2007) and its further development MIPVU (Steen et al, 2010), which is replicable across several languages (see Nacey et al. 2019).
Replicability comes at the cost of restrictiveness as does any procedure that seeks to make qualitative data countable. However, in my research it functions as a starting point for a discussion about what metaphor is. This talk will address how I have applied MIP to my data as well as made it complement the metaphor scenarios theory proposed by Musolff (2006). Metaphor scenarios are ‘mini-narratives’ that set out possibilities, expectations and evaluations for actors and their actions.
In my data, this relates to menopause as it is construed in Danish and US American medical websites and women’s magazines. My aim is to contribute to a broader discussion about triangulation of methods to analyse metaphor in natural language.
9th June 2022, 2-3pm
Discovery-led approaches in the digital archive; finding resonances with literature; and researching at a distance during the pandemic
Roslyn Irving (University of Liverpool)
Archives are filled with voices of the past, waiting to be uncovered, and a discovery-based approach offers the flexibility to engage with these texts and allow them to take the lead. During my master’s research, I visited special collections. I could physically touch the materials and turn delicate pages. In essence, materials from the early twentieth-century were tangible to me. My PhD research, which began in the midst of the pandemic, has been a very different experience. As physical archives became inaccessible, the digital archive became my doorway into the eighteenth-century. This session addresses the complexities of undertaking archival research and what I have learned using digitised texts. It will also consider how to filter and select sources and find resonances between historical documents and literature.
16th June 2022, 2-3pm
Post-structuralist approaches to critical discourse analysis: A hybrid approach
Camila Montiel McCann (University of Liverpool)
30th June 2022, 2-3pm
Studying Violence: Concepts, Approaches and Challenges
Deana Heath (University of Liverpool)
What do we mean by the term ‘violence’ – does it include, for example, famine, social suffering, or the intergenerational effects of postcolonial trauma – and how do we theorise it? What are some of the ways, moreover, that we can go about studying it, and what sorts of challenges might we encounter when we do? This workshop will focus on some of the challenges of carrying out research on violence and suggest some potential ways to address these.