Statistics Hell and multilevel modelling. The associated web site called has lots of additional resources (see next section re online resources). SPSS resources: Online resources Information Resource for Science SPSS to guide A 1-3 1-2 1-2 1-2 1-2 1-2 2-3 2-4 2-4 Level of studenta Level 2-3 2 2 3 3 3 4 3 3-4 Level of detailb ✔ ✔ ✔ Some mathematics ✔ Datasets ✔ ✔ Practice questions students for ✔ Worksheets ✔ Videos Resources ✔ ✔ SPSS syntax ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ Data manipulation ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ Procedures shown Software ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ Interpretation Standard tests and ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ modelling techniques GLM, BL, BL BL BL, ML GLM, BL, Advanced regressionc ML, Po ✔ ✔ ✔ Multilevel modelling FA, PCA, MA, FA, PCA MA, FA MA, FA Multivariated Cl LDA, CC Topic CA, ICC, CA, Ka CA, ICC CA Reliabilitye BA ✔ Sample size and/or power ✔ Study design a: Level of student: 1 = Beginner, 2 = Undergraduate (Non-Maths), 3 = Advanced Undergraduate (Non-Maths), 4 = Undergraduate (Maths) b: Level of detail: 1 = Overview, 2 = Introduction, 3 = Some depth, 4 = Extensive c: Advanced regression: GLM=Generalised Linear Models, BL=Binary Logistic, ML=Multinomial Logistic, Po=Poisson
and multilevel modelling. The associated web site called Statistics Hell has lots of additional resources (see next section re online resources). SPSS resources: Online resources Resource A guide to SPSS for Information Science Level Level of studenta 1-3 1-2 1-2 1-2 1-2 1-2 2-3 2-4 2-4 Level of detailb 2-3 2 2 3 3 3 4 3 3-4 Some mathematics ✔ ✔ ✔ Resources for students Datasets ✔ Practice questions ✔ ✔ Worksheets ✔ Videos ✔ Software SPSS syntax ✔ ✔ Data manipulation ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ Procedures shown ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ Interpretation ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ Topic Standard tests and modelling techniques ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ ✔ Advanced regressionc BL BL BL, ML GLM, BL, GLM, BL, ML, Po Multilevel modelling ✔ ✔ ✔ Multivariated FA, PCA, Cl PCA MA, FA MA, FA MA, FA, LDA, CC Reliabilitye CA, ICC, BA CA, Ka CA, ICC CA Sample size and/or power ✔ Study design ✔ a: Level of student: 1 = Beginner, 2 = Undergraduate (Non-Maths), 3 = Advanced Undergraduate (Non-Maths), 4 = Undergraduate (Maths) b: Level of detail: 1 = Overview, 2 = Introduction, 3 = Some depth, 4 = Extensive c: Advanced regression: GLM=Generalised Linear Models, BL=Binary Logistic, ML=Multinomial Logistic, Po=Poisson
Pocket_guide_to_statistics_resources_1.0.docx