Table 2.
Robustness of carcinogenesis parameter estimation for prostate cancer.
Year of observation | k | b | A/1000 | R2 |
---|---|---|---|---|
Number of carcinogenic events ± s.e.m. | Average time between events, years ± s.e.m. | Maximal populational susceptibility, % ± s.e.m. | Goodness of fit | |
1999 | 40.72 ± 1.28 | 1.876 ± 0.063 | 31.79 ± 0.48 | 0.9992 |
2000 | 39.56 ± 1.28 | 1.931 ± 0.067 | 32.23 ± 0.50 | 0.9992 |
2001 | 40.59 ± 1.16 | 1.873 ± 0.057 | 32.00 ± 0.43 | 0.9993 |
2002 | 38.82 ± 0.99 | 1.955 ± 0.053 | 31.57 ± 0.38 | 0.9994 |
2003 | 38.37 ± 1.25 | 1.981 ± 0.069 | 28.82 ± 0.45 | 0.9991 |
2004 | 38.10 ± 1.41 | 1.992 ± 0.079 | 27.94 ± 0.49 | 0.9988 |
2005 | 38.67 ± 1.29 | 1.959 ± 0.070 | 27.33 ± 0.43 | 0.9990 |
2006 | 39.85 ± 1.21 | 1.886 ± 0.061 | 28.30 ± 0.39 | 0.9991 |
2007 | 40.14 ± 1.46 | 1.863 ± 0.072 | 28.67 ± 0.47 | 0.9987 |
2008 | 41.56 ± 1.58 | 1.784 ± 0.072 | 25.49 ± 0.43 | 0.9984 |
2009 | 42.91 ± 1.79 | 1.711 ± 0.075 | 23.35 ± 0.42 | 0.9979 |
2010 | 44.39 ± 2.16 | 1.651 ± 0.084 | 21.62 ± 0.45 | 0.9971 |
2011 | 44.97 ± 2.48 | 1.623 ± 0.094 | 21.14 ± 0. 50 | 0.9962 |
2012 | 44.19 ± 2.32 | 1.648 ± 0.090 | 16.84 ± 0.38 | 0.9964 |
The parameters are determined for the gamma distribution fitted to actual cancer incidence data (see Fig. 1). The gamma distribution was selected instead of the Erlang distribution to show precise estimates for the number of carcinogenic events. Prostate cancer was selected due to the highest incidence, the highly efficient screening procedure, the highest estimated number of carcinogenic events and the dramatic variation in incidence between the years of observation.