"____________________________________________________________________ Data Diskette for CASE STUDIES IN BIOMETRY By Nicholas Lange, Louise Ryan and Lynne Brillard, David Brillinger, Loveday Conquest, Joel Greenhouse. Published by John Wiley & Sons, Inc., copyright 1994. ____________________________________________________________________ You have obtained all of the data used by all of the authors in the twenty-one chapters of Case Studies in Biometry. Each chapter contains either one or two data sets, except for Chapter 19, which has seven data sets. Corresponding to each data set are ASCII files with extensions \".dat\" (the data), \".txt\" (the data description file), and \".sas\" (a simple SAS program to read the .dat file). For chapters containing only one data set, the file name prefix is \"ch\" followed by chapter number, and then the above extensions. For instance, for Chapter 2 you will find files \"ch2.dat\", \"ch2.txt\", and \"ch2.sas\". For chapters containing two data sets, the letters \"a\" and \"b\" are added after the chapter number. For instance, for Chapter 1, you will find the files \"ch1a.dat\", \"ch1a.txt\", \"ch1a.sas\", \"ch1b.dat\", \"ch1b.txt\", \"ch1b.sas\". For chapter 19, there are seven data sets, ch19a.dat through ch19g.dat. Each one has the same format, but refers to different subsets of the whole data set. Details are given in the single text file, ch19.txt. Please note permissions and usage information included in the .txt file for each subset. _______________________________________________________________ %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% File: ch3b.dat %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% File specific Information: %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% CASE STUDIES IN BIOMETRY: Chapter 3. Prediction Models for Personal Ozone Exposure Assessment David Wypij and L.-J. Sally Liu The file ch3b.dat includes the personal ozone exposure data. The variables are: 1. Subject identification number, ranging from 1 to 23, 2. Date, in MM/DD/YY format, 3. Home region, ranging from 1 to 6, 4. 12-hour average daytime personal ozone concentration, Y, 5. 12-hour average daytime continuous ozone concentration at the DC stationary site, X , 1 6. 12-hour average nighttime continuous ozone concentration at the NC stationary site, X , 1 O 7. 24-hour average home outdoor passive ozone concentration, X , 1 DI 8. 12-hour average home indoor daytime passive ozone concentration, X , 1 NI 9. 12-hour average home indoor nighttime passive ozone concentration, X , 1 10. Prediction values for a 12-hour microenvironmental model based H on hourly ozone concentrations, X , 2 O 11. Fraction of time spent anywhere outdoors, X , 3 I 12. Fraction of time spent at home indoors, X , and 3 13. Indicator variable for whether the child stayed near the S home for the whole day, X , where 1 = yes, 0 = no. 3 All ozone measurements are given in units of ppb. Missing values are encoded as periods. Information about the dataset CLASSTYPE: numeric CLASSINDEX: none specific " "0" "csb-ch3b" "07/08/91" "07/09/91" "07/10/91" "07/11/91" "07/09/91" "07/10/91" "07/11/91" "07/10/91" "07/11/91" "07/12/91" "07/15/91" "07/16/91" "07/17/91" "07/20/91" "07/17/91" "07/18/91" "07/19/91" "07/20/91" "07/21/91" "07/15/91" "07/16/91" "07/17/91" "07/18/91" "07/22/91" "07/23/91" "07/24/91" "07/25/91" "07/26/91" "07/23/91" "07/24/91" "07/25/91" "07/26/91" "07/24/91" "07/25/91" "07/26/91" "07/29/91" "07/30/91" "07/31/91" "08/01/91" "08/02/91" "07/29/91" "07/30/91" "07/31/91" "08/01/91" "08/02/91" "07/29/91" "07/30/91" "07/31/91" "08/01/91" "08/02/91" "08/05/91" "08/06/91" "08/07/91" "08/08/91" "08/09/91" "08/05/91" "08/06/91" "08/07/91" "08/08/91" "08/09/91" "08/05/91" "08/06/91" "08/07/91" "08/08/91" "08/09/91" "08/13/91" "08/13/91" "08/13/91" "08/18/91" "08/19/91" "08/20/91" "08/21/91" "08/22/91" "08/19/91" "08/20/91" "08/21/91" "08/22/91" "08/23/91" "08/24/91" "08/19/91" "08/20/91" "08/21/91" "08/22/91" "08/23/91" "08/24/91" "08/25/91" "08/26/91" "08/25/91" "08/26/91" 26.29 14.63 21.45 43.07 11.18 3.3 12.52 nan 33.23 15.1 29.28 29.77 31.97 32.45 28.55 46.01 40.2 37.58 nan 38.28 22.1 28.85 25.78 53.18 25.67 18.73 19.04 8.21 30.72 11.36 11.78 6.42 8.01 3.23 32.01 13.54 9.82 0.59 67.18 26.9 11.49 22.19 31.44 13.94 2.47 34.24 18.93 31.76 38.76 78.82 20.88 11.81 0.46 18.85 11.66 47.19 39.12 43.81 61.19 27.21 0.91 nan 9.06 13.12 nan nan 47.25 32.81 19.31 39.59 3.34 25.83 23.75 13.33 0.67 14.9 26.71 25.04 nan 15.65 3.33 6.77 45.13 nan nan 12.14 5.19 48.65 20.97 47.33 42.58 59.55 52.92 42.58 59.55 52.92 59.55 52.92 55.25 48.08 66.25 88.67 77.75 88.67 92.33 81.25 77.75 69.09 48.08 66.25 88.67 92.33 68.67 60.08 62.64 49.42 54.17 60.08 62.64 49.42 54.17 62.64 49.42 54.17 55 43.08 41.45 74.67 68.5 55 43.08 41.45 74.67 68.5 55 43.08 41.45 74.67 68.5 35 50 66.09 64.92 43.5 35 50 66.09 64.92 43.5 35 50 66.09 64.92 43.5 44.5 44.5 44.5 32.17 44.33 27.75 31.82 49.83 44.33 27.75 31.82 49.83 59.33 45 44.33 27.75 31.82 49.83 59.33 45 54.75 45.83 54.75 45.83 19.58 9.42 19.83 15.08 9.42 19.83 15.08 19.83 15.08 28.75 12.33 27.92 30.67 18 30.67 36.17 17 18 15.58 12.33 27.92 30.67 36.17 35.92 8.17 19.92 21.67 15.5 8.17 19.92 21.67 15.5 19.92 21.67 15.5 38.42 22.92 9.33 30.17 21 38.42 22.92 9.33 30.17 21 38.42 22.92 9.33 30.17 21 16.58 24.92 20.92 44.08 11.25 16.58 24.92 20.92 44.08 11.25 16.58 24.92 20.92 44.08 11.25 19 19 19 11.67 30.25 8.92 3.17 9.75 30.25 8.92 3.17 9.75 9.25 19.75 30.25 8.92 3.17 9.75 9.25 19.75 8.42 8.08 8.42 8.08 25.36 26.74 33.2 27.62 nan 22.91 nan 18.45 11.81 nan 28.87 46.03 59.8 50.44 62.29 40.74 53.7 64.1 nan 19.12 31.75 46.34 60.48 53.31 37.68 nan 28.3 nan nan nan 24.11 nan 26.29 22.36 nan 35.35 17.99 23.63 51.94 nan 31.01 46.21 23.09 50.46 nan 30.31 16.45 nan 47.92 nan 8.55 15.47 33.41 37.29 31.88 10.1 17.81 33.01 45.6 24.61 10.67 16.35 38.42 37.99 24.74 nan nan 45.65 12.93 23.9 12.35 7 20.38 24 9.89 12.62 24.67 23.43 nan 29.68 8.57 15.22 23.97 21.45 nan 28.62 31.34 26.1 34.99 22.29 13.97 18.96 nan 10.17 22.27 22.2 nan nan nan 23.4 39.62 44.12 45.74 7.14 30.73 31.68 45.1 27.01 35.38 24.36 38.84 35.38 11.13 15.05 17.59 3.79 6.13 27.49 15.15 16.74 18.19 17.83 7.89 6.01 18.85 19.44 24.7 24.76 20.5 28.82 26.12 12.89 9.51 15.45 32.24 22.2 17.42 45.31 43.49 0.8 5.71 8.03 11.88 11.47 10.01 18.69 26.21 46.04 31.81 5.84 4.59 13.45 6.81 11.66 10.02 18.29 30.56 14.7 12.01 4.11 21.28 17.49 11.93 3.26 7.28 13.15 14.46 11.78 18.64 4.56 11.18 24 18.63 21.45 17.74 6.24 23.74 nan 13.51 10.11 6.55 2.37 0.87 9.77 3.19 5.37 nan nan 14.47 19.8 19.56 19.37 5.69 7.59 9.43 6.76 nan 16.69 14.79 15.38 13.23 nan 11.63 13.21 2.61 nan 7.64 12.81 9.03 nan 6.93 3.66 nan 17.56 10.11 32.93 17.37 nan 16.42 14.54 nan 11.37 nan nan 16.81 nan 22.07 nan nan nan 29.83 8.29 7.44 nan 4.5 nan 27.47 16.35 nan 15.25 1.53 1.08 10.05 nan nan nan 4.58 0.46 3.51 11.01 6.44 6.68 2.28 2.01 16.77 8.7 nan 5.64 0.57 1.06 14.35 2.78 nan 16.24 11.19 4.83 nan 29.01 39.33 32.78 32.12 18.75 25.13 23.31 nan 25.08 23.34 23.56 53.44 43.3 58.39 32.09 45.17 53.23 65.85 nan 32.7 26.74 43.72 48.38 56.71 24.4 25.41 16.64 9.65 31.13 19.04 27.92 21.98 18.65 11.2 8.93 20.27 20.72 26.05 50.82 25.12 28.91 31.92 19.29 36.06 14.64 34.36 21.66 23.27 50.95 64.48 1.74 18 32.38 33.82 32 11.37 20.86 33.45 48.98 32.13 6.36 nan 19.6 9.99 nan nan nan 38.21 15.23 16.06 5.21 20.56 22.02 17.02 4.78 8.93 21.27 14.13 nan 24.86 5.65 16.24 30.72 nan nan 17.52 8.97 24.37 23.39 0.57 0.9 0.55 0.46 0.62 0.17 0.1 0.88 0.41 0.48 0 0.3 0.05 0.33 0.26 0.51 0.34 0.42 nan 0.69 0.08 0.09 0.24 0.65 0.27 0.34 0.38 0.13 0.65 0.13 0.63 0.25 0.12 0.16 0 0.12 0.11 0.33 0.41 0.18 0.04 0.17 0.21 0.38 0 0.26 0.54 0.5 0.17 0.33 0.09 0.78 0.66 0.65 0.56 0.28 0.42 0.33 0.45 0.04 0 0.33 0.13 0.08 0 0.7 0.62 0.1 0.08 0.33 0.04 0.25 0.25 0.25 0.16 0.29 0.21 0.28 nan 0.25 0.13 0.12 0.33 0.28 nan 0 0.04 0 0.05 0.43 0.06 0.23 0.16 0.34 0.49 0.56 0 0.26 0.31 0.92 0.7 0.64 0.67 0.74 0.49 0.53 0.58 nan 0.27 0.64 0.64 0.76 0.35 0.6 0.66 0.33 0.87 0.23 0.87 0.37 0.75 0.88 0.84 0.96 0.8 0.81 0.67 0.59 0.82 0.71 0.54 0.5 0.33 0.58 0.57 0.38 0.5 0.71 0.67 0.74 0.22 0.29 0.15 0.44 0.72 0.58 0.67 0.39 0.75 1 0.54 0.83 0.58 1 0.3 0.38 0.9 0.83 0.67 0.58 0.75 0.54 0.5 0.67 0.71 0.79 0.55 nan 0.58 0.62 0.54 0.67 0.55 nan 0.79 0.96 0.95 0.76 1 0 0 0 1 0 0 0 0 0 1 0 0 0 1 1 0 0 nan 1 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 nan 1 1 0 0 0 nan 0 1 0 0 1 1 1 1 2 2 2 3 3 3 4 4 4 4 5 5 5 5 5 6 6 6 6 7 7 7 7 7 8 8 8 8 9 9 9 10 10 10 10 10 11 11 11 11 11 12 12 12 12 12 13 13 13 13 13 14 14 14 14 14 15 15 15 15 15 16 17 18 19 19 19 19 19 20 20 20 20 20 20 21 21 21 21 21 21 22 22 23 23 2 2 2 2 1 1 1 5 5 5 6 6 6 6 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 4 4 4 2 2 2 2 2 6 6 6 6 6 5 5 5 5 5 2 2 2 2 2 4 4 4 4 4 4 4 4 4 4 1 6 4 4 4 4 4 4 4 4 4 4 4 4 1 1 1 1 1 1 3 3 2 2 "Subject" "Date" "Home_region" "hour_average_daytime_personal" "hour_average_daytime_continuous" "hour_average_nighttime_continuous" "hour_average_home_outdoor_passive" "hour_average_home_indoor_daytime_passive" "hour_average_home_indoor_nighttime_passive" "Prediction" "Fraction_of_time_spent_anywhere_outdoors" "Fraction_of_time_spent_at_home_indoors" "Indicator" "int0" "Date" "int1" "double2" "numeric" "nominal:07/08/91,07/09/91,07/10/91,07/11/91,07/12/91,07/15/91,07/16/91,07/17/91,07/18/91,07/19/91,07/20/91,07/21/91,07/22/91,07/23/91,07/24/91,07/25/91,07/26/91,07/29/91,07/30/91,07/31/91,08/01/91,08/02/91,08/05/91,08/06/91,08/07/91,08/08/91,08/09/91,08/13/91,08/18/91,08/19/91,08/20/91,08/21/91,08/22/91,08/23/91,08/24/91,08/25/91,08/26/91" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "nominal:0,1"