Information capacity designs for generalized linear models

Poster

Swan, Taryn, McGree, James, Lewis, Susan and Woods, Dave. 2010. "Information capacity designs for generalized linear models." Royal Statistical Society 2010 International Conference. Brighton, United Kingdom 13 - 17 Sep 2010
Paper/Presentation Title

Information capacity designs for generalized linear models

Presentation TypePoster
AuthorsSwan, Taryn (Author), McGree, James (Author), Lewis, Susan (Author) and Woods, Dave (Author)
Number of Pages1
Year2010
Web Address (URL) of Paperhttps://rss.conference-services.net/reports/template/onetextabstract.xml?xsl=template/onetextabstract.xsl&conferenceID=2133&abstractID=413798
Conference/EventRoyal Statistical Society 2010 International Conference
Event Details
Royal Statistical Society 2010 International Conference
Event Date
13 to end of 17 Sep 2010
Event Location
Brighton, United Kingdom
Abstract

Information Capacity (IC) is a criterion for selecting a design for an experiment based on its effectiveness in estimating a set of models to be investigated in the data analysis (Li and Nachtsheim (2000)). This presentation will describe how this criterion can be applied to experiments where a generalized linear model (GLM) describes the measured response. Three different types of IC designs will be compared with the aim of achieving accurate estimation of the models in the set and discriminating between the competing models. Recent work on experiments for both estimation and discrimination in nonlinear models, includes Waterhouse et al. (2009).

ANZSRC Field of Research 2020490501. Applied statistics
Public Notes

Poster presentation.

Byline AffiliationsUniversity of Queensland
Queensland University of Technology
University of Southampton, United Kingdom
Institution of OriginUniversity of Southern Queensland
Permalink -

https://research.usq.edu.au/item/q4w78/information-capacity-designs-for-generalized-linear-models

Log in to edit
  • 358
    total views
  • 17
    total downloads
  • 2
    views this month
  • 0
    downloads this month

Export as

Related outputs

Exploring pre-service teachers’ affective-reflective skills: the effect of variations of a novel self-evaluation protocol
Woolcott, Geoff, Whannell, Robert, Marshman, Margaret, Galligan, Linda, Yeigh, Tony and Axelsen, Taryn. 2023. "Exploring pre-service teachers’ affective-reflective skills: the effect of variations of a novel self-evaluation protocol." Asia-Pacific Journal of Teacher Education. https://doi.org/10.1080/1359866X.2023.2227942
Statistics poster competitions: an opportunity to connect academics and teachers
Dunn, Peter K., Richardson, Alice, Prodromou, Theodosia and Axelsen, Taryn. 2020. "Statistics poster competitions: an opportunity to connect academics and teachers." Statistics Education Research Journal. 19 (1).
Variations on a Theme: Pre-service Mathematics Teacher Reflections Using an Affect-based Critical Moment Protocol
Marshman, Margaret, Galligan, Linda, Axelsen, Taryn, Woolcott, Geoff and Whannell, Robert. 2018. "Variations on a Theme: Pre-service Mathematics Teacher Reflections Using an Affect-based Critical Moment Protocol." Hunter, Jodie, Darragh, Lisa and Perger, Pam (ed.) 41st Annual Conference of the Mathematics Education Research Group of Australasia (MERGA41). Auckland, New Zealand 01 - 05 Jul 2018 Payneham, Australia.
The R in the ELR Process: Reflection and the Emotions of PreService Teachers. A Case Study
Axelsen, Taryn, Galligan, Linda and Woolcott, Geoff. 2018. "The R in the ELR Process: Reflection and the Emotions of PreService Teachers. A Case Study." Hunter, Jodie, Darragh, Lisa and Perger, Pam (ed.) 41st Annual Conference of the Mathematics Education Research Group of Australasia (MERGA41). Auckland, New Zealand 01 - 05 Jul 2018 Payneham, Australia.
Measured UV Exposures of Ironman, Sprint and Olympic-Distance Triathlon Competitors
Downs, Nathan J., Axelsen, Taryn, Parisi, Alfio V., Schouten, Peter W. and Dexter, Ben R.. 2020. "Measured UV Exposures of Ironman, Sprint and Olympic-Distance Triathlon Competitors." Atmosphere. 11 (5), pp. 1-15. https://doi.org/10.3390/atmos11050440
How are we progressing with academic numeracy at regional universities? Perspectives from first-year undergraduate studies
Woolcott, Geoff, Galligan, Linda, Whannell, Robert, Marshman, Margaret, Axelsen, Taryn, Schmalz, Jelena and Sultanova, Nargiz. 2021. "How are we progressing with academic numeracy at regional universities? Perspectives from first-year undergraduate studies." Mathematics Education Research Journal. 33, pp. 451-468. https://doi.org/10.1007/s13394-020-00312-3
It’s part of my life and the modelling process
Galligan, Linda, Axelsen, Taryn, Pennicott, Toni, Addie, Ron, Galbraith, Peter and Woolcott, Geoff. 2019. "It’s part of my life and the modelling process ." Journal of Mathematics Teacher Education. 22 (4), pp. 355-378. https://doi.org/10.1007/s10857-019-09426-3
Finding Benefit in N-of-1 Trials
McDonald, Suzanne, Bazzano, Lydia and McGree, James. 2019. "Finding Benefit in N-of-1 Trials." JAMA Internal Medicine. 179 (3), pp. 453-455. https://doi.org/10.1001/jamainternmed.2018.8382
Comparison of Aggregated N-of-1 Trials with Parallel and Crossover Randomized Controlled Trials Using Simulation Studies
Blackston, J. Walker, Chapple, Andrew G., McGree, James M., McDonald, Suzanne and Nikles, Jane. 2019. "Comparison of Aggregated N-of-1 Trials with Parallel and Crossover Randomized Controlled Trials Using Simulation Studies." Health Care: the journal of delivery science and innovation. 7 (4), pp. 1-13. https://doi.org/10.3390/healthcare7040137
Biologically effective solar ultraviolet exposures and the potential skin cancer risk for individual gold medalists of the 2020 Tokyo Summer Olympic Games
Downs, Nathan J., Axelsen, Taryn, Schouten, Peter, Igoe, Damien P., Parisi, Alfio V. and Vanos, Jennifer. 2019. "Biologically effective solar ultraviolet exposures and the potential skin cancer risk for individual gold medalists of the 2020 Tokyo Summer Olympic Games." Temperature. https://doi.org/10.1080/23328940.2019.1581427
Triathlon and the potential for solar ultraviolet exposure risk assessed during the swim, bicycle and running legs of competitive Australian Ironman events
Axelsen, Taryn, Parisi, Alfio V. and Downs, Nathan J.. 2018. "Triathlon and the potential for solar ultraviolet exposure risk assessed during the swim, bicycle and running legs of competitive Australian Ironman events." 4th International Conference on UV & Skin Cancer Prevention 2018. Toronto, Canada 01 - 04 May 2018
Face-to-face and virtual mathematics enrichment for rural schools: intersection of teachers, students, technology and pedagogy
Galligan, Linda, Addie, Ron, Axelsen, Taryn and Stern, Linda. 2017. "Face-to-face and virtual mathematics enrichment for rural schools: intersection of teachers, students, technology and pedagogy." Partridge, H., Davis, K. and Thomas, J. (ed.) 34th International Conference on Innovation, Practice and Research in the Use of Educational Technologies in Tertiary Education (ASCILITE 2017). Toowoomba, Australia 04 - 06 Dec 2017 Tugun, Australia.
The modelling process and pre-service teacher confidence
Axelsen, Taryn, Galligan, Linda and Woolcott, Geoff. 2017. "The modelling process and pre-service teacher confidence." 40th Annual Conference of the Mathematics Education Research Group of Australasia (MERGA40). Melbourne, Australia 02 - 06 Jul 2017 Melbourne, Australia.
Self theories of intelligence and maths anxiety in a first year statistics cohort
O'Shea, A. and Swan, T.. 2011. "Self theories of intelligence and maths anxiety in a first year statistics cohort." Byrne, Don (ed.) 46th Australian Psychological Society Annual Conference 2011. Canberra, Australia 04 - 08 Oct 2011 Melbourne, Australia.
Challenges in offering engineering programs at a new campus
Thorpe, David, Swan, Taryn and Hannigan, Delphine. 2009. "Challenges in offering engineering programs at a new campus." Kestell, Colin, Grainger, Steven and Cheung, John (ed.) 20th Annual Conference for the Australasian Association of Engineering Education (AAEE 2009). Adelaide, Australia 06 - 09 Dec 2009 Adelaide, Australia.
Designing festival experiences to influence visitor perceptions: the case of a wine and food festival
Axelsen, Megan and Swan, Taryn. 2010. "Designing festival experiences to influence visitor perceptions: the case of a wine and food festival." Journal of Travel Research. 49 (4), pp. 436-450. https://doi.org/10.117/00472875509346796
Defining special events from a gallery visitor perspective
Axelsen, Megan and Swan, Taryn. 2007. "Defining special events from a gallery visitor perspective." 3rd Tourism Outlook Conference in conjunction with the Global Event Congress II: Heritage & Tourism Alliance & Network Relationship, Event Management & Event Tourism. Kuala Lumpur, Malaysia 16 - 18 Jul 2007 Kuala Lumpa, Malaysia.
New directions for art galleries and museums: the use of special events to attract audiences - a case study of the Asia Pacific Triennial
Axelsen, Megan, Arcodia, Charles and Swan, Taryn. 2006. "New directions for art galleries and museums: the use of special events to attract audiences - a case study of the Asia Pacific Triennial." Journal of Hospitality, Tourism and Leisure Sciences.