vignettes/a2demogrates.Rmd
a2demogrates.RmdWe can calculate trends in demographic rates (survival, fecundity) for this dataset, using a framework similar to that described in the PFMC Working Group reports.
The estimated survival rates are shown in Fig. 1.

Figure 1: Estimated survival rates for 20-year old males and females in the SRKW population. Ribbons represent 95% CIs.
The estimated fecundity rates are shown in Fig. 2.

Figure 2: Estimated fecundity rates for 20-year females in the SRKW population. Ribbons represent 95% CIs.
| year | sexF1M2 | age | Sex | survival | lo | hi |
|---|---|---|---|---|---|---|
| 1976 | 1 | 20 | Female | 0.988 | 0.974 | 0.995 |
| 1977 | 1 | 20 | Female | 0.988 | 0.975 | 0.994 |
| 1978 | 1 | 20 | Female | 0.988 | 0.975 | 0.994 |
| 1979 | 1 | 20 | Female | 0.988 | 0.976 | 0.994 |
| 1980 | 1 | 20 | Female | 0.987 | 0.976 | 0.993 |
| 1981 | 1 | 20 | Female | 0.987 | 0.976 | 0.993 |
| 1982 | 1 | 20 | Female | 0.987 | 0.976 | 0.993 |
| 1983 | 1 | 20 | Female | 0.987 | 0.976 | 0.993 |
| 1984 | 1 | 20 | Female | 0.986 | 0.976 | 0.992 |
| 1985 | 1 | 20 | Female | 0.986 | 0.977 | 0.992 |
| 1986 | 1 | 20 | Female | 0.986 | 0.976 | 0.992 |
| 1987 | 1 | 20 | Female | 0.986 | 0.976 | 0.992 |
| 1988 | 1 | 20 | Female | 0.986 | 0.976 | 0.991 |
| 1989 | 1 | 20 | Female | 0.986 | 0.976 | 0.991 |
| 1990 | 1 | 20 | Female | 0.985 | 0.976 | 0.991 |
| 1991 | 1 | 20 | Female | 0.985 | 0.976 | 0.991 |
| 1992 | 1 | 20 | Female | 0.985 | 0.976 | 0.991 |
| 1993 | 1 | 20 | Female | 0.985 | 0.976 | 0.991 |
| 1994 | 1 | 20 | Female | 0.985 | 0.976 | 0.990 |
| 1995 | 1 | 20 | Female | 0.985 | 0.976 | 0.990 |
| 1996 | 1 | 20 | Female | 0.985 | 0.976 | 0.990 |
| 1997 | 1 | 20 | Female | 0.985 | 0.976 | 0.990 |
| 1998 | 1 | 20 | Female | 0.985 | 0.976 | 0.990 |
| 1999 | 1 | 20 | Female | 0.985 | 0.976 | 0.990 |
| 2000 | 1 | 20 | Female | 0.985 | 0.976 | 0.990 |
| 2001 | 1 | 20 | Female | 0.985 | 0.976 | 0.990 |
| 2002 | 1 | 20 | Female | 0.985 | 0.976 | 0.990 |
| 2003 | 1 | 20 | Female | 0.985 | 0.976 | 0.990 |
| 2004 | 1 | 20 | Female | 0.985 | 0.977 | 0.990 |
| 2005 | 1 | 20 | Female | 0.985 | 0.977 | 0.991 |
| 2006 | 1 | 20 | Female | 0.985 | 0.977 | 0.991 |
| 2007 | 1 | 20 | Female | 0.986 | 0.977 | 0.991 |
| 2008 | 1 | 20 | Female | 0.986 | 0.978 | 0.991 |
| 2009 | 1 | 20 | Female | 0.986 | 0.978 | 0.991 |
| 2010 | 1 | 20 | Female | 0.986 | 0.978 | 0.991 |
| 2011 | 1 | 20 | Female | 0.987 | 0.979 | 0.991 |
| 2012 | 1 | 20 | Female | 0.987 | 0.979 | 0.992 |
| 2013 | 1 | 20 | Female | 0.987 | 0.979 | 0.992 |
| 2014 | 1 | 20 | Female | 0.987 | 0.980 | 0.992 |
| 2015 | 1 | 20 | Female | 0.988 | 0.980 | 0.992 |
| 2016 | 1 | 20 | Female | 0.988 | 0.981 | 0.993 |
| 2017 | 1 | 20 | Female | 0.988 | 0.981 | 0.993 |
| 2018 | 1 | 20 | Female | 0.989 | 0.981 | 0.993 |
| 2019 | 1 | 20 | Female | 0.989 | 0.982 | 0.994 |
| 2020 | 1 | 20 | Female | 0.990 | 0.982 | 0.994 |
| 2021 | 1 | 20 | Female | 0.990 | 0.982 | 0.994 |
| 2022 | 1 | 20 | Female | 0.990 | 0.983 | 0.995 |
| 2023 | 1 | 20 | Female | 0.991 | 0.983 | 0.995 |
| 2024 | 1 | 20 | Female | 0.991 | 0.983 | 0.995 |
| 2025 | 1 | 20 | Female | 0.991 | 0.983 | 0.996 |
| 2026 | 1 | 20 | Female | 0.992 | 0.983 | 0.996 |
| 1976 | 2 | 20 | Male | 0.977 | 0.949 | 0.990 |
| 1977 | 2 | 20 | Male | 0.977 | 0.950 | 0.989 |
| 1978 | 2 | 20 | Male | 0.976 | 0.951 | 0.989 |
| 1979 | 2 | 20 | Male | 0.976 | 0.952 | 0.988 |
| 1980 | 2 | 20 | Male | 0.975 | 0.952 | 0.987 |
| 1981 | 2 | 20 | Male | 0.975 | 0.953 | 0.987 |
| 1982 | 2 | 20 | Male | 0.974 | 0.953 | 0.986 |
| 1983 | 2 | 20 | Male | 0.974 | 0.953 | 0.985 |
| 1984 | 2 | 20 | Male | 0.973 | 0.953 | 0.985 |
| 1985 | 2 | 20 | Male | 0.973 | 0.954 | 0.984 |
| 1986 | 2 | 20 | Male | 0.973 | 0.954 | 0.984 |
| 1987 | 2 | 20 | Male | 0.972 | 0.954 | 0.983 |
| 1988 | 2 | 20 | Male | 0.972 | 0.954 | 0.983 |
| 1989 | 2 | 20 | Male | 0.971 | 0.954 | 0.983 |
| 1990 | 2 | 20 | Male | 0.971 | 0.953 | 0.982 |
| 1991 | 2 | 20 | Male | 0.971 | 0.953 | 0.982 |
| 1992 | 2 | 20 | Male | 0.971 | 0.953 | 0.982 |
| 1993 | 2 | 20 | Male | 0.970 | 0.953 | 0.981 |
| 1994 | 2 | 20 | Male | 0.970 | 0.953 | 0.981 |
| 1995 | 2 | 20 | Male | 0.970 | 0.953 | 0.981 |
| 1996 | 2 | 20 | Male | 0.970 | 0.953 | 0.981 |
| 1997 | 2 | 20 | Male | 0.970 | 0.953 | 0.980 |
| 1998 | 2 | 20 | Male | 0.970 | 0.953 | 0.980 |
| 1999 | 2 | 20 | Male | 0.970 | 0.954 | 0.980 |
| 2000 | 2 | 20 | Male | 0.970 | 0.954 | 0.980 |
| 2001 | 2 | 20 | Male | 0.970 | 0.954 | 0.980 |
| 2002 | 2 | 20 | Male | 0.970 | 0.955 | 0.980 |
| 2003 | 2 | 20 | Male | 0.970 | 0.955 | 0.980 |
| 2004 | 2 | 20 | Male | 0.971 | 0.956 | 0.981 |
| 2005 | 2 | 20 | Male | 0.971 | 0.956 | 0.981 |
| 2006 | 2 | 20 | Male | 0.971 | 0.957 | 0.981 |
| 2007 | 2 | 20 | Male | 0.972 | 0.958 | 0.981 |
| 2008 | 2 | 20 | Male | 0.972 | 0.958 | 0.981 |
| 2009 | 2 | 20 | Male | 0.972 | 0.959 | 0.982 |
| 2010 | 2 | 20 | Male | 0.973 | 0.960 | 0.982 |
| 2011 | 2 | 20 | Male | 0.973 | 0.960 | 0.982 |
| 2012 | 2 | 20 | Male | 0.974 | 0.961 | 0.983 |
| 2013 | 2 | 20 | Male | 0.975 | 0.962 | 0.983 |
| 2014 | 2 | 20 | Male | 0.975 | 0.963 | 0.984 |
| 2015 | 2 | 20 | Male | 0.976 | 0.963 | 0.984 |
| 2016 | 2 | 20 | Male | 0.976 | 0.964 | 0.985 |
| 2017 | 2 | 20 | Male | 0.977 | 0.965 | 0.985 |
| 2018 | 2 | 20 | Male | 0.978 | 0.965 | 0.986 |
| 2019 | 2 | 20 | Male | 0.979 | 0.966 | 0.987 |
| 2020 | 2 | 20 | Male | 0.979 | 0.967 | 0.987 |
| 2021 | 2 | 20 | Male | 0.980 | 0.967 | 0.988 |
| 2022 | 2 | 20 | Male | 0.981 | 0.967 | 0.989 |
| 2023 | 2 | 20 | Male | 0.982 | 0.968 | 0.989 |
| 2024 | 2 | 20 | Male | 0.982 | 0.968 | 0.990 |
| 2025 | 2 | 20 | Male | 0.983 | 0.968 | 0.991 |
| 2026 | 2 | 20 | Male | 0.984 | 0.968 | 0.992 |
| year | age | fecundity | lo | hi |
|---|---|---|---|---|
| 1976 | 20 | 0.227 | 0.124 | 0.378 |
| 1977 | 20 | 0.225 | 0.127 | 0.367 |
| 1978 | 20 | 0.224 | 0.131 | 0.356 |
| 1979 | 20 | 0.223 | 0.135 | 0.346 |
| 1980 | 20 | 0.221 | 0.138 | 0.336 |
| 1981 | 20 | 0.220 | 0.141 | 0.327 |
| 1982 | 20 | 0.219 | 0.144 | 0.319 |
| 1983 | 20 | 0.218 | 0.147 | 0.311 |
| 1984 | 20 | 0.217 | 0.149 | 0.303 |
| 1985 | 20 | 0.215 | 0.152 | 0.297 |
| 1986 | 20 | 0.214 | 0.154 | 0.290 |
| 1987 | 20 | 0.213 | 0.155 | 0.285 |
| 1988 | 20 | 0.212 | 0.157 | 0.280 |
| 1989 | 20 | 0.210 | 0.158 | 0.275 |
| 1990 | 20 | 0.209 | 0.159 | 0.270 |
| 1991 | 20 | 0.208 | 0.159 | 0.266 |
| 1992 | 20 | 0.206 | 0.159 | 0.263 |
| 1993 | 20 | 0.205 | 0.159 | 0.259 |
| 1994 | 20 | 0.203 | 0.159 | 0.256 |
| 1995 | 20 | 0.201 | 0.158 | 0.253 |
| 1996 | 20 | 0.199 | 0.157 | 0.250 |
| 1997 | 20 | 0.198 | 0.156 | 0.247 |
| 1998 | 20 | 0.196 | 0.154 | 0.245 |
| 1999 | 20 | 0.194 | 0.153 | 0.243 |
| 2000 | 20 | 0.192 | 0.151 | 0.240 |
| 2001 | 20 | 0.190 | 0.150 | 0.238 |
| 2002 | 20 | 0.188 | 0.148 | 0.235 |
| 2003 | 20 | 0.185 | 0.146 | 0.233 |
| 2004 | 20 | 0.183 | 0.143 | 0.230 |
| 2005 | 20 | 0.180 | 0.141 | 0.227 |
| 2006 | 20 | 0.177 | 0.138 | 0.224 |
| 2007 | 20 | 0.174 | 0.136 | 0.221 |
| 2008 | 20 | 0.171 | 0.133 | 0.218 |
| 2009 | 20 | 0.168 | 0.130 | 0.215 |
| 2010 | 20 | 0.165 | 0.127 | 0.212 |
| 2011 | 20 | 0.161 | 0.123 | 0.208 |
| 2012 | 20 | 0.158 | 0.120 | 0.205 |
| 2013 | 20 | 0.154 | 0.116 | 0.201 |
| 2014 | 20 | 0.150 | 0.113 | 0.198 |
| 2015 | 20 | 0.146 | 0.109 | 0.194 |
| 2016 | 20 | 0.143 | 0.105 | 0.191 |
| 2017 | 20 | 0.139 | 0.101 | 0.188 |
| 2018 | 20 | 0.135 | 0.097 | 0.185 |
| 2019 | 20 | 0.131 | 0.093 | 0.183 |
| 2020 | 20 | 0.128 | 0.089 | 0.181 |
| 2021 | 20 | 0.124 | 0.084 | 0.179 |
| 2022 | 20 | 0.121 | 0.080 | 0.177 |
| 2023 | 20 | 0.117 | 0.076 | 0.176 |
| 2024 | 20 | 0.114 | 0.072 | 0.175 |
| 2025 | 20 | 0.110 | 0.068 | 0.175 |
| 2026 | 20 | 0.107 | 0.064 | 0.174 |