Measuring Agreement: Models, Methods, and Applications
Reviews, Datasets, and R Code


Reviews

"The book presents all assets to seduce its targeted groups: biomedical, social, and behavioral scientists and statisticians interested in the development and analysis of method comparison studies." — S. Vanbelle, Statistics in Medicine (https://doi.org/10.1002/sim.8198)

"The book is a clear, unified, easy-to-implement and well-written entity with the main emphasis on continuous data." — T. Nummi, International Statistical Review (https://doi.org/10.1111/insr.12321)

"The book has a good balance of theory and applications and is easy to follow....It will benefit readers who may not have a good statistical background as well as researchers who are familiar with the topic but need a more comprehensive coverage." — N. A. Ismail, Journal of the American Statistical Association (https://doi.org/10.1080/01621459.2020.1721246)


Datasets

Chapter Dataset Source
1 oxygen saturation data Bland and Altman (1986, Lancet)
1 VCF data Bland and Altman (1986, Lancet)
1 plasma volume data Bland and Altman (1999, Statistical Methods in Medical Research)
1 fat content data Bland and Altman (1999, Statistical Methods in Medical Research)
1 vitamin D data Hawkins (2002, Statistics in Medicine)
4 oxygen saturation data Bland and Altman (1986, Lancet)
4 plasma volume data Bland and Altman (1999, Statistical Methods in Medical Research)
4 vitamin D data Hawkins (2002, Statistics in Medicine)
5 kiwi eggshell thickness data Igic et al. (2010, Journal of Field Ornithology)
5 knee joint angle data Eliasziw et al. (1994, Physical Therapy)
5 cardiac ejection fraction data Bland and Altman (1999, Statistical Methods in Medical Research)
5 peak exploratory flow rate data Bland and Altman (1986, Lancet)
5 coronary artery calcium score data Haber et al. (2005, Journal of Data Science)
5 oximetry data Carstensen et al. (2015, R package MethComp)
5 visceral fat data Carstensen et al. (2015, R package MethComp)
6 subcutaneous fat data Carstensen et al. (2015, R package MethComp)
6 cholesterol data Chinchilli et al. (1996, Biometrics)
6 cyclosporin data Hawkins (2002, Statistics in Medicine)
7 replicated blood pressure data Bland and Altman (1999, Statistical Methods in Medical Research)
8 blood pressure data Carrasco and Jover (2003, Biometrics)
8 gull eggshell thickness data Phill Cassey
9 percentage body fat data Chinchilli et al. (1996, Biometrics)
10 unreplicated blood pressure data Bland and Altman (1995, Lancet)
10 replicated blood pressure data Bland and Altman (1999, Statistical Methods in Medical Research)
10 crab claws data Choudhary et al. (2014, Journal of Statistical Planning and Inference)

R Code Used in Case Studies

Note: All R files in the table below call MAMMA.R as source("MAMMA.R")

Chapter Case Study
4 oxygen_saturation.R   plasma_volume.R   vitamin_d.R
5 kiwi_eggshell_thickness.R   oximetry.R
6 cholesterol.R   cyclosporin.R
7 tumor_size.R   systolic_blood_pressure.R
8 blood_pressure.R
9 percentage_body_fat.R
10 unreplicated_blood_pressure.R   replicated_blood_pressure.R
11 expected_SE_paired_design.R   expected_SE_repeated_measurements_design.R
12 multiple_sclerosis_bangdiwala_chart.R

Last updated: 06/24/2020