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Tim Croudace [email protected] Department of Psychiatry 1- Senior Lecturer (Psychometric Epidemiology) 2- Dept of Health Career Scientist (Public Health) 3- Director of Research: The Psychometrics Centre, Cambridge Newnham College, May 2008 From Data to Paper (via Stata)

Tim Croudace [email protected] Department of Psychiatry

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From Data to Paper (via Stata). Newnham College, May 2008. Tim Croudace [email protected] Department of Psychiatry 1- Senior Lecturer (Psychometric Epidemiology) 2- Dept of Health Career Scientist (Public Health) 3- Director of Research: The Psychometrics Centre, Cambridge. - PowerPoint PPT Presentation

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Page 1: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

Tim Croudace [email protected] of Psychiatry

1- Senior Lecturer (Psychometric Epidemiology)2- Dept of Health Career Scientist (Public Health)3- Director of Research: The Psychometrics Centre, Cambridge

Newnham College, May 2008

From Data to Paper (via Stata)

Page 2: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

[GHQ-12 Data]Croudace et al (2003) n=1000+

Page 3: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

[GHQ-12 Data]summarize / genscore / codebook

Page 4: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

[GHQ-12 Data]tab ghq*

Page 5: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

[GHQ-12 Data]multihist ghq*

Page 6: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

[GHQ-12 Data]multihist ghqscore

Page 7: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

[GHQ-12 Data 1234]corrtab 6 items

Page 8: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

[GHQ-12 Data 1234] corrtabitems and total score

Spearman (w/o p-values)

Page 9: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

Sample n=250 at randomfrom n=1119

Page 10: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

Rasch model (CML estimation)for 6 GHQ items (positive)

raschtest

Page 11: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

Rasch model (CML estimation)for 6 GHQ items (positive)

Page 12: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

Rasch model (CML estimation)for 6 GHQ items (positive)

icc

Page 13: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

Rasch model (CML estimation)for 6 GHQ items (positive)

graph

Page 14: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

Rasch model (CML estimation)for 6 GHQ items (positive)

info

Page 15: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

Rasch model (CML estimation)for 6 GHQ items (positive)

fitgraph

Page 16: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

Rasch model (CML estimation)for 6 GHQ items (positive)

split

Page 17: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

Rasch model (MML estimation)for 6 GHQ items (positive)

method(MML)

Page 18: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

Rasch model (MML estimation)for 12 GHQ items

Page 19: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

Rasch model (MML estimation)for 12 GHQ items

Page 20: Tim Croudace  tjc39@cam.ac.uk Department of Psychiatry

Rasch model (MML estimation)for 12 GHQ items