Quantitative Research Methods: Advanced statistics: regression techniques

The PGR Development and Training team sits within the Postgraduate Research Office at Swansea University. We deliver a wide-ranging programme of development and training opportunities and workshops open to PGRs from all Faculties. You can find out more on our website: https://myuni.swansea.ac.uk/pgr/training-and-development

PGR Researcher Development Team Swansea University

Dulliau ymchwil meintiol: Ystadegau uwch: Technegau atchweliad

Swansea University, Singleton Campus, Union House 403

Regression is a prediction technique which estimates the likelihood of an outcome, such as house ownership, using other predictors such as educational qualifications, income, gender etc. This session will provide an overview of how to conduct linear, logistic, and multi-nominal regression on SPSS software. Students will learn:· When to use regression· What type of regression to use for different types of data· The assumptions of each type of regression· How to perform regression on SPSS· How to interpret regression· How to write up the results of the regression in the context of the sample used, paying attention to bias.· Introduction to missing data biasWe will also touch on Poisson regression and issues of missing data and resources for handling this.Mae atchweliad yn dechneg rhagfynegi sy'n amcangyfrif tebygolrwydd canlyniad, megis perchen ar dŷ, gan ddefnyddio rhagfynegyddion eraill megis cymwysterau addysgol, incwm, rhyw etc. Bydd y sesiwn hon yn rhoi trosolwg o sut i gynnal atchweliad llinol, logistaidd a lluosnomaidd gan ddefnyddio meddalwedd SPSS. Bydd myfyrwyr yn dysgu:· Pryd i ddefnyddio atchweliad· Pa fath o atchweliad i'w ddefnyddio ar gyfer mathau gwahanol o ddata· Tybiaethau pob math o atchweliad· Sut i gynnal atchweliad ar SPSS· Sut i ddehongli atchweliad· Sut i lunio adroddiad am ganlyniadau'r atchweliad yng nghyd-destun y sampl a ddefnyddiwyd, gan roi sylw i duedd.Byddwn hefyd yn cyfeirio at atchweliad Poisson a phroblemau o ran data anghyflawn ac adnoddau i fynd i'r afael â hyn.

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Quantitative Research Methods: Advanced statistics: regression techniques

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Quantitative Research Methods: Advanced statistics: regression techniques

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