From a458b1d3b92f9b593f0f4aa225c745ae9d6decc4 Mon Sep 17 00:00:00 2001
From: Reinhold Kainhofer <reinhold@kainhofer.com>
Date: Thu, 17 Dec 2020 00:12:52 +0100
Subject: [PATCH] Implement Austrian Insurance portfolio experience table
 (VU.Gesamtbestand, based on FMA data request covering 2012-2016)

---
 .../Gesamtbestandstafel.xlsx                  |  Bin 0 -> 24290 bytes
 .../Gesamtbestandstafel_detail.xlsx           |  Bin 0 -> 246503 bytes
 .../Stornovektor_detail.xlsx                  |  Bin 0 -> 81694 bytes
 ...reate_MortalityTables_Austria_Experience.R |  235 +
 data-raw/create_data.R                        |    1 +
 data/VU.Gesamtbestand.Detail.RData            |  Bin 0 -> 208517 bytes
 data/VU.Gesamtbestand.RData                   |  Bin 0 -> 6038 bytes
 data/VU.Gesamtbestand.Storno.RData            |  Bin 0 -> 2747 bytes
 ...tyTables_Austria_VUGesamtbestand_2012-16.R |  201 -
 ...U_Gesamtbestand_Austria_Detail_2012-16.csv | 6769 -----------------
 ...U_Gesamtbestand_Austria_Storno_2012-16.csv |  124 -
 .../VU_Gesamtbestand_Austria_qx_2012-16.csv   |  364 -
 man/lifeTable.Rd                              |    4 +
 13 files changed, 240 insertions(+), 7458 deletions(-)
 create mode 100644 data-raw/AT/Experience/2012-2016_VU-Gesamtbestand/Gesamtbestandstafel.xlsx
 create mode 100644 data-raw/AT/Experience/2012-2016_VU-Gesamtbestand/Gesamtbestandstafel_detail.xlsx
 create mode 100644 data-raw/AT/Experience/2012-2016_VU-Gesamtbestand/Stornovektor_detail.xlsx
 create mode 100644 data-raw/AT/create_MortalityTables_Austria_Experience.R
 create mode 100644 data/VU.Gesamtbestand.Detail.RData
 create mode 100644 data/VU.Gesamtbestand.RData
 create mode 100644 data/VU.Gesamtbestand.Storno.RData
 delete mode 100644 inst/extdata/MortalityTables_Austria_VUGesamtbestand_2012-16.R
 delete mode 100644 inst/extdata/VU_Gesamtbestand_Austria_Detail_2012-16.csv
 delete mode 100644 inst/extdata/VU_Gesamtbestand_Austria_Storno_2012-16.csv
 delete mode 100644 inst/extdata/VU_Gesamtbestand_Austria_qx_2012-16.csv

diff --git a/data-raw/AT/Experience/2012-2016_VU-Gesamtbestand/Gesamtbestandstafel.xlsx b/data-raw/AT/Experience/2012-2016_VU-Gesamtbestand/Gesamtbestandstafel.xlsx
new file mode 100644
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diff --git a/data-raw/AT/create_MortalityTables_Austria_Experience.R b/data-raw/AT/create_MortalityTables_Austria_Experience.R
new file mode 100644
index 0000000..83232d2
--- /dev/null
+++ b/data-raw/AT/create_MortalityTables_Austria_Experience.R
@@ -0,0 +1,235 @@
+#############################################################################m#
+#  Skript to generate Austrian experience mortality table objects          ####
+#############################################################################m#
+library(MortalityTables)
+library(here)
+library(readxl)
+library(tidyverse)
+
+
+
+
+############################################################################### #
+# Bestandssterbetafel der Versucherungsunternehmen Österreichs, 2012-16      ----
+############################################################################### #
+
+VUGBfile = here::here("data-raw", "AT", "Experience", "2012-2016_VU-Gesamtbestand", "Gesamtbestandstafel.xlsx")
+VUGB.detailfile = here::here("data-raw", "AT", "Experience", "2012-2016_VU-Gesamtbestand", "Gesamtbestandstafel_detail.xlsx")
+VUGB.stornofile = here::here("data-raw", "AT", "Experience", "2012-2016_VU-Gesamtbestand", "Stornovektor_detail.xlsx")
+
+
+#----------------------------------------------------#
+## Details zu Sterblichkeiten und Storni          ####
+#----------------------------------------------------#
+
+
+read_VUGB = function(file, sheet, ...) {
+  # Prepare column names for the actual data columns
+  headers = readxl::read_excel(file, sheet = sheet, skip = 3,col_names = FALSE, n_max = 5)
+  hh = headers %>%
+    t %>%
+    `colnames<-`(c("Tarif", "Wahrscheinlichkeit", "Prämie", "Geschlecht", "Typ")) %>%
+    as_tibble()  %>%
+    mutate(
+      Tarif = recode(Tarif, "Alle Tarife" = "Alle"),
+      Wahrscheinlichkeit = recode(Wahrscheinlichkeit, "Sterblichkeiten" = "qx", "Exposure" = NA_character_, "Stornowahrscheinlichkeit" = "sx"),
+      Prämie = recode(Prämie, "Alle Zahlarten" = "Alle", "laufende Prämienzahlung" = "laufend", "Einmalerlag" = "Einmalerlag", "Praemienfrei" = "prämienfrei", "Prämienfrei" = "prämienfrei"),
+      Geschlecht = recode(Geschlecht, "UNISEX" = "u", "Männer" = "m", "Frauen" = "w"),
+      Typ = recode(Typ,
+                   "qx roh" = "raw",
+                   "qy roh" = "raw",
+                   "qu roh" = "raw",
+                   "qx" = "smooth",
+                   "qy" = "smooth",
+                   "qu" = "smooth",
+                   "sx" = "raw",
+                   "sy" = "raw",
+                   "su" = "raw")) %>%
+    fill(everything()) %>%
+    mutate(varname = paste(Tarif, Wahrscheinlichkeit, Prämie, Geschlecht, Typ, sep = "."))
+
+  headers = hh$varname
+  headers[[1]] = "Alter"
+
+  # Read in the actual data
+  readxl::read_excel(file, sheet = sheet, skip = 8, col_names = headers) %>%
+    gather("key", "Value", -Alter) %>%
+    separate(col = "key", into = c("Tarif", "Wahrscheinlichkeit", "Prämie", "Geschlecht", "Typ"), sep = "\\.", remove = TRUE) %>%
+    select("tariff" = "Tarif", "sex" = "Geschlecht", premium = Prämie, probability = Wahrscheinlichkeit, age = Alter, Typ, Value)
+}
+
+VUBestandstafel.data = bind_rows(
+  read_VUGB(file = VUGB.detailfile, sheet = "Gesamtbestand"),
+  read_VUGB(file = VUGB.detailfile, sheet = "KLV"),
+  read_VUGB(file = VUGB.detailfile, sheet = "FLV"),
+  read_VUGB(file = VUGB.detailfile, sheet = "Sonstige"),
+
+  read_VUGB(file = VUGB.stornofile, sheet = "Stornovektor"),
+  read_VUGB(file = VUGB.stornofile, sheet = "KLV"),
+  read_VUGB(file = VUGB.stornofile, sheet = "FLV"),
+  read_VUGB(file = VUGB.stornofile, sheet = "Sonstige")
+) %>%
+  acast(tariff ~ sex ~ premium ~ probability ~ age ~ Typ, value.var = "Value")
+
+
+dmn = dimnames(VUBestandstafel.data)[1:4]
+# Re-Order the dimension to the "intuitive" order:
+dmn[[1]] = dmn[[1]][c(1,3,2,4)]
+dmn[[2]] = dmn[[2]][c(2,1,3)]
+dmn[[3]] = dmn[[3]][c(1,3,2,4)]
+
+VU.Gesamtbestand.Detail = array(
+  data = c(mortalityTable.NA),
+  dim = c(dim(VUBestandstafel.data)[1:4], 2),
+  dimnames = c(`names<-`(dmn, c("Tarif", "Geschlecht", "Prämie", "Wahrscheinlichkeit")), list(Typ = c("raw", "smooth")))
+)
+
+q = "qx"
+ages = 0:99
+ages.ch = as.character(ages)
+for (t in dmn[[1]]) {
+  for (s in dmn[[2]]) {
+    for (p in dmn[[3]]) {
+      VU.Gesamtbestand.Detail[[t, s, p, q, "smooth"]] = mortalityTable.period(
+        name = sprintf("VU Gesamtbestand AT, %s, %s, %s, %s, geglättet", t, s, p, q),
+        ages = ages,
+        deathProbs = VUBestandstafel.data[t, s, p, q, ages.ch, "smooth"],
+        exposures = VUBestandstafel.data[t, s, p, q, ages.ch, "Exposure"],
+        baseYear = 2014,
+        data = list(
+          raw = VUBestandstafel.data[t, s, p, q, ages.ch, "raw"],
+          dim = list(
+            sex = s,
+            year = "2012-2016",
+            data = "smooth",
+            tarif = t,
+            table = "VU Gesamtbestand AT",
+            zahlart = p,
+            probability = q
+          ))
+      )
+      VU.Gesamtbestand.Detail[[t, s, p, q, "raw"]] = mortalityTable.period(
+        name = sprintf("VU Gesamtbestand AT, %s, %s, %s, %s, roh", t, s, p, q),
+        ages = ages,
+        deathProbs = VUBestandstafel.data[t, s, p, q, ages.ch, "raw"],
+        exposures = VUBestandstafel.data[t, s, p, q, ages.ch, "Exposure"],
+        baseYear = 2014,
+        data = list(dim = list(
+          sex = s,
+          year = "2012-2016",
+          data = "raw",
+          tarif = t,
+          table = "VU Gesamtbestand AT",
+          zahlart = p,
+          probability = q
+        ))
+      )
+    }
+  }
+}
+q = "sx"
+ages = 0:40
+ages.ch = as.character(ages)
+for (t in dmn[[1]]) {
+  for (s in dmn[[2]]) {
+    for (p in dmn[[3]]) {
+      VU.Gesamtbestand.Detail[[t, s, p, q, "raw"]] = mortalityTable.period(
+        name = sprintf("VU Gesamtbestand AT, %s, %s, %s, %s, roh", t, s, p, q),
+        ages = ages,
+        deathProbs = VUBestandstafel.data[t, s, p, q, ages.ch, "raw"],
+        exposures = VUBestandstafel.data[t, s, p, q, ages.ch, "Exposure"],
+        baseYear = 2014,
+        data = list(dim = list(
+          sex = s,
+          year = "2012-2016",
+          data = "raw",
+          tarif = t,
+          table = "VU Gesamtbestand AT",
+          zahlart = p,
+          probability = q
+        ))
+      )
+    }
+  }
+}
+
+save(VU.Gesamtbestand.Detail, file = here::here("data", "VU.Gesamtbestand.Detail.RData"))
+
+
+
+#----------------------------------------------------#
+## Gesamtbestandssterblichkeit                    ####
+#----------------------------------------------------#
+sex = c("m", "w", "u")
+
+VU.Gesamtbestand = array(
+  data = c(mortalityTable.NA),
+  dim = c(3),
+  dimnames = list(sex = sex)
+)
+
+ages = as.integer(dimnames(VUBestandstafel.data)[[5]])
+
+for (s in sex) {
+  VU.Gesamtbestand[[s]] = mortalityTable.period(
+    name = paste0("VU-Gesamtbestand 2012-2016, ", recode(s, "m" = "Männer", "f" = "Frauen", "u" = "Unisex")),
+    ages = ages,
+    deathProbs = VUBestandstafel.data["Alle", s, "laufend", "qx",,"smooth"],
+    exposures = VUBestandstafel.data["Alle", s, "laufend", "qx",,"Exposure"],
+    baseYear = 2014,
+    data = list(
+      dim = list(
+        sex = s,
+        year = "2012-2016",
+        data = "smooth",
+        tarif = "Gesamtbestand",
+        table = "VU Gesamtbestand AT",
+        probability = "qx",
+        population = "Lebensversicherte",
+        country = "AT",
+        period = "2012-2016"
+      )
+    )
+  )
+}
+save(VU.Gesamtbestand, file = here::here("data", "VU.Gesamtbestand.RData"))
+
+
+
+#----------------------------------------------------#
+## Gesamtbestandsstornovektor                     ####
+#----------------------------------------------------#
+tarif = c("KLV", "FLV", "Sonstige")
+
+VU.Gesamtbestand.Storno = array(
+  data = c(mortalityTable.NA),
+  dim = c(3),
+  dimnames = list(tarif = tarif)
+)
+
+lz = 0:40
+for (t in tarif) {
+  tt = recode(t, "Sonstige" = "Sonstige Tarife")
+  VU.Gesamtbestand.Storno[[t]] = mortalityTable.period(
+    name = paste0("VU-Gesamtbestand 2012-2016, Storno ", t),
+    ages = lz,
+    deathProbs = VUBestandstafel.data[tt, "u", "laufend", "qx", as.character(lz),"raw"],
+    exposures = VUBestandstafel.data[tt, "u", "laufend", "qx", as.character(lz),"Exposure"],
+    baseYear = 2014,
+    data = list(
+      dim = list(
+        sex = "u",
+        year = "2014",
+        data = "raw",
+        tarif = t,
+        table = "VU Gesamtbestand AT",
+        probability = "sx",
+        population = "Lebensversicherte",
+        country = "AT",
+        period = "2012-2016"
+      )
+    )
+  )
+}
+save(VU.Gesamtbestand.Storno, file = here::here("data", "VU.Gesamtbestand.Storno.RData"))
+
diff --git a/data-raw/create_data.R b/data-raw/create_data.R
index 77ac491..55da5d4 100644
--- a/data-raw/create_data.R
+++ b/data-raw/create_data.R
@@ -6,6 +6,7 @@ library(here)
 source(here("data-raw", "AT", "Austria_Population2017_HMD_StatistikAustria_prepare.R"))
 source(here("data-raw", "AT", "create_MortalityTables_Austria_Population.R"))
 source(here("data-raw", "AT", "create_MortalityTables_Austria_Annuities.R"))
+source(here("data-raw", "AT", "create_MortalityTables_Austria_Experience.R"))
 
 source(here("data-raw", "DE", "create_MortalityTables_Germany_Annuities.R"))
 source(here("data-raw", "DE", "create_MortalityTables_Germany_DeathRisk.R"))
diff --git a/data/VU.Gesamtbestand.Detail.RData b/data/VU.Gesamtbestand.Detail.RData
new file mode 100644
index 0000000000000000000000000000000000000000..a980f0a0b9244756001ed45bdc870fb76c60461a
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diff --git a/inst/extdata/MortalityTables_Austria_VUGesamtbestand_2012-16.R b/inst/extdata/MortalityTables_Austria_VUGesamtbestand_2012-16.R
deleted file mode 100644
index 5fb1798..0000000
--- a/inst/extdata/MortalityTables_Austria_VUGesamtbestand_2012-16.R
+++ /dev/null
@@ -1,201 +0,0 @@
-#' @import MortalityTables
-NULL
-
-stopifnot(require(methods), require(utils), require(MortalityTables), require(tidyverse), require(reshape2))
-
-############################################################################### #
-# Bestandssterbetafel der Versucherungsunternehmen Österreichs, 2012-6       ----
-############################################################################### #
-
-VUBestandstafel.Detail.load = function() {
-    basedata = utils::read.csv(
-        system.file("extdata", "VU_Gesamtbestand_Austria_Detail_2012-16.csv", package = "MortalityTables"),
-        # skip = 7,
-        encoding = "UTF-8",
-        header = TRUE
-    )
-
-    basedata.array = basedata %>% as_tibble %>%
-        gather(Variable, Value, smooth, raw, Exposure) %>%
-        acast(tariff ~ sex ~ premium ~ probability ~ age ~ Variable, value.var = "Value")
-
-
-    VU.Gesamtbestand.Detail = array(
-        data = c(mortalityTable.NA),
-        dim = c(dim(basedata.array)[1:4], 2),
-        dimnames = c(`names<-`(dimnames(basedata.array)[1:4], c("Tarif", "Geschlecht", "Prämie", "Wahrscheinlichkeit")), list(Typ = c("raw", "smooth"))))
-
-    dmn = dimnames(basedata.array)[1:4]
-    q = "qx"
-    ages = 0:99
-    ages.ch = as.character(ages)
-    for (t in dmn[[1]]) {
-        for (s in dmn[[2]]) {
-            for (p in dmn[[3]]) {
-                    VU.Gesamtbestand.Detail[[t, s, p, q, "smooth"]] = mortalityTable.period(
-                        name = sprintf("VU Gesamtbestand AT, %s, %s, %s, %s, geglättet", t, s, p, q),
-                        ages = ages,
-                        deathProbs = basedata.array[t, s, p, q, ages.ch, "smooth"],
-                        exposures = basedata.array[t, s, p, q, ages.ch, "Exposure"],
-                        data = list(
-                            raw = basedata.array[t, s, p, q, ages.ch, "raw"],
-                            dim = list(
-                                sex = s,
-                                year = "(all)",
-                                data = "smooth",
-                                tarif = t,
-                                table = "VU Gesamtbestand AT",
-                                zahlart = p,
-                                probability = q
-                        ))
-                    )
-                    VU.Gesamtbestand.Detail[[t, s, p, q, "raw"]] = mortalityTable.period(
-                        name = sprintf("VU Gesamtbestand AT, %s, %s, %s, %s, roh", t, s, p, q),
-                        ages = ages,
-                        deathProbs = basedata.array[t, s, p, q, ages.ch, "raw"],
-                        exposures = basedata.array[t, s, p, q, ages.ch, "Exposure"],
-                        data = list(dim = list(
-                            sex = s,
-                            year = "(all)",
-                            data = "raw",
-                            tarif = t,
-                            table = "VU Gesamtbestand AT",
-                            zahlart = p,
-                            probability = q
-                        ))
-                    )
-            }
-        }
-    }
-    q = "sx"
-    ages = 0:40
-    ages.ch = as.character(ages)
-    for (t in dmn[[1]]) {
-        for (s in dmn[[2]]) {
-            for (p in dmn[[3]]) {
-                VU.Gesamtbestand.Detail[[t, s, p, q, "raw"]] = mortalityTable.period(
-                    name = sprintf("VU Gesamtbestand AT, %s, %s, %s, %s, roh", t, s, p, q),
-                    ages = ages,
-                    deathProbs = basedata.array[t, s, p, q, ages.ch, "raw"],
-                    exposures = basedata.array[t, s, p, q, ages.ch, "Exposure"],
-                    data = list(dim = list(
-                        sex = s,
-                        year = "(all)",
-                        data = "raw",
-                        tarif = t,
-                        table = "VU Gesamtbestand AT",
-                        zahlart = p,
-                        probability = q
-                    ))
-                )
-            }
-        }
-    }
-    VU.Gesamtbestand.Detail
-    # plotMortalityTables(VU.Gesamtbestand.Detail[,,,"sx","raw"], legend.position = "bottom", log = FALSE)
-    # makeQxDataFrame(VU.Gesamtbestand.Detail[,,,"sx",])
-    # unlist(VU.Gesamtbestand.Detail[,,,"sx",])
-}
-
-VUBestandstafel.qx.load = function() {
-    basedata = utils::read.csv(
-        system.file("extdata", "VU_Gesamtbestand_Austria_qx_2012-16.csv", package = "MortalityTables"),
-        # skip = 7,
-        encoding = "UTF-8",
-        header = TRUE
-    )
-
-    sex = c("m", "f", "u")
-    VU.Gesamtbestand = array(
-        data = c(mortalityTable.NA),
-        dim = c(3),
-        dimnames = list(sex = sex)
-    )
-
-    for (s in sex) {
-        data = filter(basedata, sex == s)
-        data = data[order(data$age),]
-
-        VU.Gesamtbestand[[s]] = mortalityTable.period(
-            name = paste0("VU-Gesamtbestand 2012-2016, ", recode(s, "m" = "Männer", "f" = "Frauen", "u" = "Unisex")),
-            ages = data$age,
-            deathProbs = data$smooth,
-            baseYear = 2014,
-            exposures = data$exposure,
-            data = list(
-                raw = data$raw,
-                dim = list(
-                    sex = s,
-                    year = "2014",
-                    data = "smooth",
-                    tarif = "(all)",
-                    table = "VU Gesamtbestand AT",
-                    probability = "qx",
-                    population = "Lebensversicherte",
-                    country = "AT",
-                    period = "2012-2016"
-                )
-            )
-
-        )
-    }
-    VU.Gesamtbestand
-}
-VUBestandstafel.Storno.load = function() {
-    basedata = utils::read.csv(
-        system.file("extdata", "VU_Gesamtbestand_Austria_Storno_2012-16.csv", package = "MortalityTables"),
-        # skip = 7,
-        encoding = "UTF-8",
-        header = TRUE
-    )
-
-    tarif = c("KLV", "FLV", "Sonstige")
-    VU.Gesamtbestand = array(
-        data = c(mortalityTable.NA),
-        dim = c(3),
-        dimnames = list(tarif = tarif)
-    )
-
-    for (t in tarif) {
-        data = filter(basedata, tarif == t)
-        data = data[order(data$age),]
-
-        VU.Gesamtbestand[[t]] = mortalityTable.period(
-            name = paste0("VU-Gesamtbestand 2012-2016, Storno ", t),
-            ages = data$age,
-            deathProbs = data$sx,
-            baseYear = 2014,
-            exposures = data$exposure,
-            data = list(
-                dim = list(
-                    sex = "u",
-                    year = "2014",
-                    data = "raw",
-                    tarif = t,
-                    table = "VU Gesamtbestand AT",
-                    probability = "sx",
-                    population = "Lebensversicherte",
-                    country = "AT",
-                    period = "2012-2016"
-                )
-            )
-
-        )
-    }
-    VU.Gesamtbestand
-}
-
-
-VU.Gesamtbestand.Detail = VUBestandstafel.Detail.load()
-VU.Gesamtbestand = VUBestandstafel.qx.load()
-VU.Gesamtbestand.Storno = VUBestandstafel.Storno.load()
-
-# plotMortalityTables(VU.Gesamtbestand)
-# plotMortalityTables(VU.Gesamtbestand.Storno, log = FALSE, aes = aes(color = tarif))
-
-rm(VUBestandstafel.Detail.load, VUBestandstafel.qx.load, VUBestandstafel.Storno.load)
-
-# plotMortalityTables(VU.Gesamtbestand["(all)", c("m", "w"),"(all)","qx",])
-
-# mortalityTables.list()
-# mortalityTables.load("Austria_VU*")
diff --git a/inst/extdata/VU_Gesamtbestand_Austria_Detail_2012-16.csv b/inst/extdata/VU_Gesamtbestand_Austria_Detail_2012-16.csv
deleted file mode 100644
index 636c15e..0000000
--- a/inst/extdata/VU_Gesamtbestand_Austria_Detail_2012-16.csv
+++ /dev/null
@@ -1,6769 +0,0 @@
-tariff,sex,premium,probability,age,smooth,raw,Exposure
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-(all),(all),EE,qx,3,3.2418406991854457e-4,0,1738.219065181394
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-(all),(all),EE,qx,5,3.1269384872595406e-4,0,2432.7583621857593
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-(all),(all),EE,qx,8,2.9621758676406923e-4,0,4252.08956796628
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-KLV,(all),EE,sx,39,NA,0.0029539135710146126,2366.2375809122386
-KLV,(all),EE,sx,40,NA,0.0063487161925882656,2512.1945581815444
-KLV,(all),lfd,qx,0,1.2865609674144e-4,3.1641582218480587e-4,3159.8982161673944
-KLV,(all),lfd,qx,1,1.2834264816424348e-4,9.427812358399648e-5,10606.41454162276
-KLV,(all),lfd,qx,2,1.2807329709812104e-4,4.967085812977985e-4,12076.517499623664
-KLV,(all),lfd,qx,3,1.278412578013351e-4,7.79802387087681e-5,12823.261719102815
-KLV,(all),lfd,qx,4,1.278887066205233e-4,2.1863098093590833e-4,13720.25154297757
-KLV,(all),lfd,qx,5,1.283625438204979e-4,7.007838533239458e-5,14269.235172361885
-KLV,(all),lfd,qx,6,1.295286626952146e-4,0,15220.352965527623
-KLV,(all),lfd,qx,7,1.3153611904245308e-4,0,16235.465346981786
-KLV,(all),lfd,qx,8,1.3455686824846673e-4,0,17351.80005268704
-KLV,(all),lfd,qx,9,1.387965114476191e-4,0,18342.12084148728
-KLV,(all),lfd,qx,10,1.4450843336747665e-4,1.5089780279953617e-4,19879.50518590998
-KLV,(all),lfd,qx,11,1.5201271866558582e-4,2.380490792383811e-4,21001.572000602137
-KLV,(all),lfd,qx,12,1.6173847050722943e-4,4.5875601681253584e-5,21797.579226253198
-KLV,(all),lfd,qx,13,1.7444351236767377e-4,8.948996104668231e-5,22347.87552310703
-KLV,(all),lfd,qx,14,1.905225001358687e-4,8.694044874679072e-5,23003.25209242812
-KLV,(all),lfd,qx,15,2.1011575082121694e-4,1.6526954271813604e-4,24200.886594911935
-KLV,(all),lfd,qx,16,2.3282522158668716e-4,2.1360622767783134e-4,28086.06868131868
-KLV,(all),lfd,qx,17,2.577498481808381e-4,3.5202767850079985e-4,34082.228661749206
-KLV,(all),lfd,qx,18,2.8338485018272524e-4,2.509452138507743e-4,43828.768967334036
-KLV,(all),lfd,qx,19,3.079828899291243e-4,4.856969556092046e-4,59693.51271262984
-KLV,(all),lfd,qx,20,3.2910527728477695e-4,4.9525352565704e-4,78728.04641728135
-KLV,(all),lfd,qx,21,3.450590050243951e-4,3.398077165783932e-4,102981.92671232877
-KLV,(all),lfd,qx,22,3.555961579634262e-4,4.0305341720944744e-4,126508.59653018214
-KLV,(all),lfd,qx,23,3.6074408482049625e-4,3.603067035424876e-4,147070.4023859702
-KLV,(all),lfd,qx,24,3.6150326161337717e-4,4.327194398660549e-4,164043.1002634352
-KLV,(all),lfd,qx,25,0.00035907008213730853,3.057426105441923e-4,176592.15002258014
-KLV,(all),lfd,qx,26,3.559655248808721e-4,3.103955079514784e-4,186829.37428119825
-KLV,(all),lfd,qx,27,3.5345873690937306e-4,3.7029958121037257e-4,199801.19522053289
-KLV,(all),lfd,qx,28,3.517136095248282e-4,3.562804845606989e-4,213277.07981333736
-KLV,(all),lfd,qx,29,3.512833385131066e-4,3.825285150478305e-4,227390.52538009937
-KLV,(all),lfd,qx,30,3.5284528435687953e-4,3.1569050357676507e-4,243871.27595965678
-KLV,(all),lfd,qx,31,3.5794092228161073e-4,3.174805205336046e-4,261391.8624642481
-KLV,(all),lfd,qx,32,3.6709469610650837e-4,3.7968217994008643e-4,276494.584765919
-KLV,(all),lfd,qx,33,3.7958018926959687e-4,4.119659027319011e-4,288799.35751919314
-KLV,(all),lfd,qx,34,3.950830314292406e-4,3.5044928436175215e-4,299562.892827036
-KLV,(all),lfd,qx,35,4.1443406304639144e-4,4.2970444191577366e-4,307121.88805509557
-KLV,(all),lfd,qx,36,4.3678882111391386e-4,4.475155670077083e-4,315002.3385669125
-KLV,(all),lfd,qx,37,4.6171897072965596e-4,4.8207937006587286e-4,327667.86039440014
-KLV,(all),lfd,qx,38,4.89114087215932e-4,5.563025518689404e-4,345039.9325154298
-KLV,(all),lfd,qx,39,5.196797260013906e-4,4.1983007033748085e-4,364356.66191479756
-KLV,(all),lfd,qx,40,5.572073243894211e-4,6.208640484656478e-4,384827.89805057953
-KLV,(all),lfd,qx,41,6.01032149645864e-4,5.686544113954924e-4,406106.6190426012
-KLV,(all),lfd,qx,42,6.533928177066738e-4,6.754455566013419e-4,427721.2208941743
-KLV,(all),lfd,qx,43,7.152871419432152e-4,7.096771822765035e-4,452157.8329218726
-KLV,(all),lfd,qx,44,7.89193181840324e-4,7.430359304382256e-4,478937.4578353154
-KLV,(all),lfd,qx,45,8.779433739135969e-4,9.383799340307058e-4,499563.0585277736
-KLV,(all),lfd,qx,46,9.817967671132927e-4,9.409417574589077e-4,514136.27704350447
-KLV,(all),lfd,qx,47,0.001104737494282387,0.001067717197866837,527947.7607707361
-KLV,(all),lfd,qx,48,0.0012487056560892423,0.0012964563536979545,535729.166227608
-KLV,(all),lfd,qx,49,0.0014124581569512668,0.001356902178781031,539098.0906668673
-KLV,(all),lfd,qx,50,0.001596598563436001,0.0017144174667194552,536748.2125094084
-KLV,(all),lfd,qx,51,0.001796356651039359,0.0018220931047321495,531321.4749435496
-KLV,(all),lfd,qx,52,0.0020128585144675785,0.0019399220663371991,519104.50257413817
-KLV,(all),lfd,qx,53,0.0022495496384374305,0.0023862895689087445,501854.1902905314
-KLV,(all),lfd,qx,54,0.0025054581200881117,0.0024351510385261415,479878.0109137438
-KLV,(all),lfd,qx,55,0.0027884708232493336,0.002777947787753956,451144.8499096794
-KLV,(all),lfd,qx,56,0.0031045930254734928,0.003126929829745414,417009.07465753425
-KLV,(all),lfd,qx,57,0.0034608831273710387,0.003476300106247097,386233.1062170706
-KLV,(all),lfd,qx,58,0.0038676881540508712,0.003822077846059863,354886.2563073912
-KLV,(all),lfd,qx,59,0.004339358492588291,0.004137631840357609,325116.2230091826
-KLV,(all),lfd,qx,60,0.004892365481895506,0.004797446922011008,265336.8030031612
-KLV,(all),lfd,qx,61,0.00553785243088179,0.005401227818539216,202738.11116965226
-KLV,(all),lfd,qx,62,0.0062839706852859025,0.006209339483072792,179492.35699984946
-KLV,(all),lfd,qx,63,0.007133072215773517,0.007301582306368423,165658.33113804006
-KLV,(all),lfd,qx,64,0.008080483876892308,0.008561435070903154,159683.810424507
-KLV,(all),lfd,qx,65,0.00911769121062156,0.009197545625657921,145886.83860454615
-KLV,(all),lfd,qx,66,0.010239171130086778,0.010391297913676231,129911.53901851573
-KLV,(all),lfd,qx,67,0.01143637867919259,0.012221382378790628,120033.93514225501
-KLV,(all),lfd,qx,68,0.012698910824617639,0.013342116911102587,115696.27109739576
-KLV,(all),lfd,qx,69,0.014025582640262017,0.014060293334657269,109676.38764865272
-KLV,(all),lfd,qx,70,0.01542657662989616,0.01601077938495347,101487.07521451151
-KLV,(all),lfd,qx,71,0.01691781035711713,0.017133757826150543,99179.43201866627
-KLV,(all),lfd,qx,72,0.01852982780653648,0.018697339278438592,102205.25967936173
-KLV,(all),lfd,qx,73,0.020306869033672393,0.019507672610436094,99899.38262080385
-KLV,(all),lfd,qx,74,0.02230992741016501,0.02157289634921384,91204.52454463344
-KLV,(all),lfd,qx,75,0.02460757943382677,0.022980918774180407,81039.0564805058
-KLV,(all),lfd,qx,76,0.027279020547484756,0.02510558898213071,68043.95892668975
-KLV,(all),lfd,qx,77,0.03040639506220865,0.029222380200740243,54930.44578503688
-KLV,(all),lfd,qx,78,0.034070031612003324,0.03220727454783069,43409.967191028154
-KLV,(all),lfd,qx,79,0.038356059111593024,0.03722873545978409,38724.267048020476
-KLV,(all),lfd,qx,80,0.043351638176687295,0.0421239395881812,34371.176125244616
-KLV,(all),lfd,qx,81,0.04914549171904151,0.04940869471170427,29865.6406743941
-KLV,(all),lfd,qx,82,0.05582310715549399,0.0593636539584407,26168.864135179887
-KLV,(all),lfd,qx,83,0.06346733084835253,0.0716948117369772,23076.786331476742
-KLV,(all),lfd,qx,84,0.07216544557902918,0.0871470351396606,19941.320043654974
-KLV,(all),lfd,qx,85,0.08202259485839329,0.09614429884445193,8306.966468463044
-KLV,(all),lfd,qx,86,0.09318362016221977,0.07757120489223057,1065.6588137889507
-KLV,(all),lfd,qx,87,0.10582601572854096,0.10544028927309367,700.7551783832606
-KLV,(all),lfd,qx,88,0.12015087302869448,0.0784060279281324,514.6730995032365
-KLV,(all),lfd,qx,89,0.13638849204970355,0.09722973637490603,352.25709769682373
-KLV,(all),lfd,qx,90,0.1547990088367474,0.1313967238485612,199.0951151588138
-KLV,(all),lfd,qx,91,0.17567722075732753,0.09644658412600969,118.42120276983292
-KLV,(all),lfd,qx,92,0.19935863377556945,0.09746459734182127,107.36149330121933
-KLV,(all),lfd,qx,93,0.22622405679520471,0.1306797293433487,92.97985097094686
-KLV,(all),lfd,qx,94,0.25670511051017797,0.11363312392162855,74.70225801595664
-KLV,(all),lfd,qx,95,0.29129125554130164,0.17525474624454115,46.853816046966735
-KLV,(all),lfd,qx,96,0.330536672646558,0.17249755847012868,26.485917507150383
-KLV,(all),lfd,qx,97,0.37506968302246835,0.39901932027161907,12.036865873852175
-KLV,(all),lfd,qx,98,0.4256026514953638,0.4400117239312263,3.545333433689598
-KLV,(all),lfd,qx,99,0.48294394565162,0,2
-KLV,(all),lfd,sx,0,NA,0.04964416343986403,665477.575334939
-KLV,(all),lfd,sx,1,NA,0.04102427878335732,1239966.2848788197
-KLV,(all),lfd,sx,2,NA,0.042027053268392664,1155252.4239575493
-KLV,(all),lfd,sx,3,NA,0.042123756587339536,1062443.5647674245
-KLV,(all),lfd,sx,4,NA,0.04030768404743611,973460.528021978
-KLV,(all),lfd,sx,5,NA,0.04156829287307255,859611.0940012042
-KLV,(all),lfd,sx,6,NA,0.039115375707270264,790462.2721059762
-KLV,(all),lfd,sx,7,NA,0.036165345779716376,780123.3460258918
-KLV,(all),lfd,sx,8,NA,0.03343508577656082,788153.2001053741
-KLV,(all),lfd,sx,9,NA,0.028980556265743373,878984.3458226705
-KLV,(all),lfd,sx,10,NA,0.03948664453098432,832407.6925636007
-KLV,(all),lfd,sx,11,NA,0.031797890837047156,762017.0875508053
-KLV,(all),lfd,sx,12,NA,0.02829482387574687,706354.9716920066
-KLV,(all),lfd,sx,13,NA,0.025799934213257804,666255.9613804005
-KLV,(all),lfd,sx,14,NA,0.024178749447823972,588160.0072632846
-KLV,(all),lfd,sx,15,NA,0.02545679713480677,542136.9248983893
-KLV,(all),lfd,sx,16,NA,0.022056195453865963,523268.0370314617
-KLV,(all),lfd,sx,17,NA,0.020587138813512047,492999.0290380852
-KLV,(all),lfd,sx,18,NA,0.019726481175768248,450635.25252145116
-KLV,(all),lfd,sx,19,NA,0.01703068319938343,406300.2846078579
-KLV,(all),lfd,sx,20,NA,0.020613396579074267,299883.83228210144
-KLV,(all),lfd,sx,21,NA,0.019609289814216682,205418.69403131117
-KLV,(all),lfd,sx,22,NA,0.01788155981532854,180736.14103567664
-KLV,(all),lfd,sx,23,NA,0.01760303307780724,157438.26348035526
-KLV,(all),lfd,sx,24,NA,0.01593810809509535,148573.33466807165
-KLV,(all),lfd,sx,25,NA,0.016041016518801007,114156.98871744693
-KLV,(all),lfd,sx,26,NA,0.016288799235126782,87258.06333734759
-KLV,(all),lfd,sx,27,NA,0.01638583370937925,77839.42712629835
-KLV,(all),lfd,sx,28,NA,0.015093756199972596,68119.65296552762
-KLV,(all),lfd,sx,29,NA,0.013936401788544581,49735.66393195845
-KLV,(all),lfd,sx,30,NA,0.015432212559196483,36586.42811982538
-KLV,(all),lfd,sx,31,NA,0.018013305740247412,27947.375545687188
-KLV,(all),lfd,sx,32,NA,0.01737219126614246,24137.75989010989
-KLV,(all),lfd,sx,33,NA,0.016841402210394967,21608.034660544934
-KLV,(all),lfd,sx,34,NA,0.016658005205375102,19526.23277133825
-KLV,(all),lfd,sx,35,NA,0.014654129599516152,19170.462411561042
-KLV,(all),lfd,sx,36,NA,0.015750991474929452,17195.74225500527
-KLV,(all),lfd,sx,37,NA,0.01898095807456236,15864.051392443174
-KLV,(all),lfd,sx,38,NA,0.018747881259221954,14002.430573536054
-KLV,(all),lfd,sx,39,NA,0.017390476622511333,12597.604832154148
-KLV,(all),lfd,sx,40,NA,0.013304816420949628,10601.826704802048
-KLV,(all),prfrei,qx,0,5.957344044240748e-4,0,45.45976215565257
-KLV,(all),prfrei,qx,1,5.361248833461664e-4,0,297.7525139244317
-KLV,(all),prfrei,qx,2,4.8247992462482144e-4,0.0017973640464419604,555.87031461689
-KLV,(all),prfrei,qx,3,4.342027107808517e-4,0,922.9393496914045
-KLV,(all),prfrei,qx,4,3.908857474278677e-4,7.407387460104799e-4,1349.5036354056901
-KLV,(all),prfrei,qx,5,3.521236413563251e-4,0,1745.0000827939184
-KLV,(all),prfrei,qx,6,3.17645383455765e-4,0,2198.8711275026344
-KLV,(all),prfrei,qx,7,2.871480666324312e-4,0,2793.464315821165
-KLV,(all),prfrei,qx,8,2.6031500416734735e-4,0,3323.6138341110945
-KLV,(all),prfrei,qx,9,2.3682984544736517e-4,0,3889.901776305886
-KLV,(all),prfrei,qx,10,2.163871958907656e-4,0,4614.539650760199
-KLV,(all),prfrei,qx,11,1.9870031420389926e-4,1.9299656908868985e-4,5180.939259370766
-KLV,(all),prfrei,qx,12,1.8350647234995513e-4,0,5662.422166189975
-KLV,(all),prfrei,qx,13,1.705588660480033e-4,1.639542551931051e-4,6098.762253499925
-KLV,(all),prfrei,qx,14,1.596436088180944e-4,1.5401549420215535e-4,6492.353236489538
-KLV,(all),prfrei,qx,15,1.5056356462196178e-4,0,6742.719930754177
-KLV,(all),prfrei,qx,16,1.4314304133382062e-4,1.393930639452944e-4,7173.458098750564
-KLV,(all),prfrei,qx,17,1.372440352709197e-4,1.2968087579385038e-4,7710.737249736565
-KLV,(all),prfrei,qx,18,1.3275258073113165e-4,0,8226.299510763209
-KLV,(all),prfrei,qx,19,1.295644880959559e-4,2.107080679208877e-4,9490.805509558933
-KLV,(all),prfrei,qx,20,1.2761148812929444e-4,8.590746218746616e-5,11639.932327261778
-KLV,(all),prfrei,qx,21,1.271249693914115e-4,1.3825815557397494e-4,14464.6927592955
-KLV,(all),prfrei,qx,22,1.2810860973983015e-4,1.6819690437627503e-4,17834.737897034473
-KLV,(all),prfrei,qx,23,1.3068942546388469e-4,1.8410947899583834e-4,21724.203462291134
-KLV,(all),prfrei,qx,24,1.3535744792858885e-4,7.725019606685272e-5,25888.901926840284
-KLV,(all),prfrei,qx,25,1.4323035940828842e-4,9.899151378297493e-5,30304.128082191783
-KLV,(all),prfrei,qx,26,1.547997448766643e-4,1.716205087112444e-4,34957.856631040195
-KLV,(all),prfrei,qx,27,1.6996251739897868e-4,1.2426954569621048e-4,40232.61932861659
-KLV,(all),prfrei,qx,28,1.8886860027240426e-4,3.0426986451408675e-4,46004.7863540569
-KLV,(all),prfrei,qx,29,2.1041859659952546e-4,2.12498288587688e-4,51759.622783381004
-KLV,(all),prfrei,qx,30,2.351485229964419e-4,1.8960686848757286e-4,58009.27598223694
-KLV,(all),prfrei,qx,31,2.637852352967173e-4,2.0259430667442626e-4,64161.14722264037
-KLV,(all),prfrei,qx,32,2.9557317094082235e-4,3.444274263503779e-4,69668.86210296553
-KLV,(all),prfrei,qx,33,3.266674776893916e-4,4.18224871536338e-4,74107.3035676652
-KLV,(all),prfrei,qx,34,3.53339942632628e-4,4.342141825633496e-4,78285.3709619148
-KLV,(all),prfrei,qx,35,3.7424185409843514e-4,4.0496713476507345e-4,81471.59413668523
-KLV,(all),prfrei,qx,36,3.911923651350805e-4,4.417543390312174e-4,83738.45885894926
-KLV,(all),prfrei,qx,37,4.0792359894958186e-4,3.796807222582835e-4,86898.63175523106
-KLV,(all),prfrei,qx,38,4.309184576967267e-4,3.6327894768831e-4,90822.78537558332
-KLV,(all),prfrei,qx,39,4.669691604307206e-4,2.772719642282057e-4,93757.74985699232
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-KLV,m,lfd,qx,5,2.1903621640269346e-4,0,7200.623746801144
-KLV,m,lfd,qx,6,2.128273519592144e-4,0,7738.032688544332
-KLV,m,lfd,qx,7,2.0840051375079543e-4,0,8295.485097094686
-KLV,m,lfd,qx,8,2.060552763921376e-4,0,8850.169403883787
-KLV,m,lfd,qx,9,2.061275706654033e-4,0,9336.186436850821
-KLV,m,lfd,qx,10,2.0903047140015515e-4,9.920390427381455e-5,10079.74842691555
-KLV,m,lfd,qx,11,2.1530695787800924e-4,2.8247090746669787e-4,10619.062757790154
-KLV,m,lfd,qx,12,2.2533180369528171e-4,9.057259302049016e-5,11040.367514677104
-KLV,m,lfd,qx,13,2.3983769933389436e-4,1.7586690873115413e-4,11371.236052988108
-KLV,m,lfd,qx,14,2.59300167316929e-4,8.513690809736512e-5,11745.287136835766
-KLV,m,lfd,qx,15,2.8418666336645196e-4,2.4028123850125597e-4,12483.86930603643
-KLV,m,lfd,qx,16,3.1419856429481635e-4,1.996571375307771e-4,15024.25884389583
-KLV,m,lfd,qx,17,3.485696665387439e-4,4.7477611094580424e-4,18951.803387023934
-KLV,m,lfd,qx,18,3.8538856160149384e-4,3.179984647191615e-4,25153.35416227608
-KLV,m,lfd,qx,19,4.2230522257211237e-4,6.707045715132771e-4,34280.79645491495
-KLV,m,lfd,qx,20,4.556258501221599e-4,6.950987436686213e-4,44582.48018967334
-KLV,m,lfd,qx,21,4.824863182379059e-4,4.43753921627077e-4,58578.0314993226
-KLV,m,lfd,qx,22,5.01976621081188e-4,5.955488091478001e-4,72180.81043956045
-KLV,m,lfd,qx,23,5.13057255077195e-4,5.395658234110594e-4,83377.88980882132
-KLV,m,lfd,qx,24,5.164932262861392e-4,6.380768809371366e-4,92435.84667318982
-KLV,m,lfd,qx,25,5.139383222492858e-4,3.94053595076044e-4,98951.80869336144
-KLV,m,lfd,qx,26,5.094364807699511e-4,4.6861521460189715e-4,104538.89972151136
-KLV,m,lfd,qx,27,5.040726642092157e-4,5.646250943652485e-4,111546.96264488935
-KLV,m,lfd,qx,28,4.979472033916382e-4,4.8705222922613837e-4,119054.73788198103
-KLV,m,lfd,qx,29,4.9252022023661e-4,4.894090882171619e-4,126652.38511214813
-KLV,m,lfd,qx,30,4.889102339759627e-4,5.088058470215363e-4,135577.1491269005
-KLV,m,lfd,qx,31,4.8813058512944346e-4,4.212409931533997e-4,144779.71788348636
-KLV,m,lfd,qx,32,4.918077405684025e-4,5.104479483540636e-4,152767.96151588138
-KLV,m,lfd,qx,33,4.993825084839949e-4,5.389980693663592e-4,159512.30249134428
-KLV,m,lfd,qx,34,5.109934104655966e-4,4.425485874762112e-4,164917.13913894325
-KLV,m,lfd,qx,35,5.282773559677332e-4,6.098981224399428e-4,168829.16418034022
-KLV,m,lfd,qx,36,5.503563671923996e-4,4.8029707548491083e-4,172768.21348035525
-KLV,m,lfd,qx,37,5.793395977572992e-4,5.579934922095934e-4,179163.55964925486
-KLV,m,lfd,qx,38,6.147090811553273e-4,7.31727019337493e-4,188525.92181243416
-KLV,m,lfd,qx,39,6.548699555376238e-4,5.422730140098962e-4,199107.6717221135
-KLV,m,lfd,qx,40,7.02762039573872e-4,8.000405443799589e-4,209905.35763962066
-KLV,m,lfd,qx,41,7.559342015563787e-4,7.645661618048678e-4,220955.8866174921
-KLV,m,lfd,qx,42,8.158658501835794e-4,8.955534936594274e-4,233270.7271413518
-KLV,m,lfd,qx,43,8.84885727747966e-4,8.088730139988249e-4,247157.59981935873
-KLV,m,lfd,qx,44,9.705691013307902e-4,9.044470638294699e-4,263025.20104621403
-KLV,m,lfd,qx,45,0.0010781211113081604,0.0010628112410313811,275537.44902905315
-KLV,m,lfd,qx,46,0.001209708210133386,0.0012307558129731103,284203.10027848865
-KLV,m,lfd,qx,47,0.001366350024372775,0.0013176418085919857,291996.164240554
-KLV,m,lfd,qx,48,0.0015497903977973113,0.0016499400853915449,296129.89827638114
-KLV,m,lfd,qx,49,0.0017569903542928786,0.0017003817673114873,297914.8347508656
-KLV,m,lfd,qx,50,0.0019896025192660065,0.002047640550709831,296135.24741080834
-KLV,m,lfd,qx,51,0.002244157005660693,0.002291875547949293,292437.81424055394
-KLV,m,lfd,qx,52,0.002518995737996153,0.0024509448506682056,285254.14152491343
-KLV,m,lfd,qx,53,0.0028149455816634363,0.003028260481301247,275648.079903658
-KLV,m,lfd,qx,54,0.0031276694309698553,0.0030450172662814723,262980.1009483667
-KLV,m,lfd,qx,55,0.003466013114045846,0.003497209738233349,249761.96342766823
-KLV,m,lfd,qx,56,0.003836896542823656,0.0038509501788728364,234295.2592503387
-KLV,m,lfd,qx,57,0.0042517219972293425,0.00428291456376267,219705.66813186812
-KLV,m,lfd,qx,58,0.0047267228513492195,0.004680407107800079,203351.4230468162
-KLV,m,lfd,qx,59,0.005285595451329997,0.004985080339610308,187092.1653018215
-KLV,m,lfd,qx,60,0.005958051004304091,0.005651068609208951,152459.4369561945
-KLV,m,lfd,qx,61,0.006768461743174423,0.006431522569091612,114378.32337046515
-KLV,m,lfd,qx,62,0.007733658212942254,0.007445570203182636,98348.91525666114
-KLV,m,lfd,qx,63,0.008858676560251043,0.009404611679152571,88897.88240252898
-KLV,m,lfd,qx,64,0.010131342472143262,0.010902226501303573,84473.77872948968
-KLV,m,lfd,qx,65,0.011534777848405292,0.011693581715326652,74219.83894324853
-KLV,m,lfd,qx,66,0.013053083356819315,0.013900993830171864,62936.26361583622
-KLV,m,lfd,qx,67,0.014661974593885194,0.01655680132790816,57921.50111395454
-KLV,m,lfd,qx,68,0.01633943109603082,0.017140159064866062,55586.65762456721
-KLV,m,lfd,qx,69,0.018084398837592327,0.01745372376528414,52875.55274725275
-KLV,m,lfd,qx,70,0.01991149083245849,0.02113783308788845,48914.92320487731
-KLV,m,lfd,qx,71,0.021835736241442666,0.02165990666676892,47768.990177630585
-KLV,m,lfd,qx,72,0.023894912354821052,0.02396013242124167,49235.77967785639
-KLV,m,lfd,qx,73,0.02613900925419796,0.02552701790663786,48188.02855637513
-KLV,m,lfd,qx,74,0.028635459233889115,0.027604450517569473,43871.58029504742
-KLV,m,lfd,qx,75,0.03146498187880454,0.028996230809580897,38881.40370314617
-KLV,m,lfd,qx,76,0.03472029817308393,0.03043767855068287,32289.308685834712
-KLV,m,lfd,qx,77,0.03849416748922856,0.03711293038350883,25757.22242962517
-KLV,m,lfd,qx,78,0.042862899594674736,0.041129387193290665,19860.472068342617
-KLV,m,lfd,qx,79,0.04790420062882784,0.048066712260827774,17339.97343820563
-KLV,m,lfd,qx,80,0.05369373280623923,0.053129581967802396,15005.641050730092
-KLV,m,lfd,qx,81,0.06031004210627084,0.06346317761419656,12770.250255908475
-KLV,m,lfd,qx,82,0.06782889599574439,0.07004767050706172,10965.689816348036
-KLV,m,lfd,qx,83,0.07633149010447629,0.08500506728604923,9416.70782026193
-KLV,m,lfd,qx,84,0.08590034126798964,0.10829241172434997,7869.565881378895
-KLV,m,lfd,qx,85,0.09663237017229369,0.10464438167181773,3169.6611696522655
-KLV,m,lfd,qx,86,0.10866617112480208,0.10820637091206534,419.59680114406143
-KLV,m,lfd,qx,87,0.12216349207100512,0.12255751996749957,245.10188920668372
-KLV,m,lfd,qx,88,0.13730774505151655,0.0754479422421916,178.55840734607858
-KLV,m,lfd,qx,89,0.15430727807457348,0.09466509013923306,130.82623061869637
-KLV,m,lfd,qx,90,0.17339504304955164,0.09398732433859452,81.11786090621708
-KLV,m,lfd,qx,91,0.194832267425719,0.12480232508441252,60.1013698630137
-KLV,m,lfd,qx,92,0.218911897710667,0.12471042326075611,52.63003161222339
-KLV,m,lfd,qx,93,0.24596307594252587,0.13788747586094421,47.26603191329219
-KLV,m,lfd,qx,94,0.27635512249914324,0.16274978455804337,33.86640824928496
-KLV,m,lfd,qx,95,0.310502117231072,0.235333433312747,22.495739876561796
-KLV,m,lfd,qx,96,0.3488684890746589,0.2690401346213168,9.650752671985549
-KLV,m,lfd,qx,97,0.3919757061791632,0.5412415231566854,4.04281198253801
-KLV,m,lfd,qx,98,0.44040946628399524,0,1
-KLV,m,lfd,qx,99,0.4948279346978922,0,1
-KLV,m,lfd,sx,0,NA,0.05277753188578872,357659.29044859257
-KLV,m,lfd,sx,1,NA,0.04375830947610911,655652.4001204275
-KLV,m,lfd,sx,2,NA,0.04422042697799607,608842.1899593557
-KLV,m,lfd,sx,3,NA,0.044132380808128834,557921.8027020924
-KLV,m,lfd,sx,4,NA,0.04271065593639156,508997.3981409002
-KLV,m,lfd,sx,5,NA,0.044222334551173574,451370.71699533344
-KLV,m,lfd,sx,6,NA,0.041245799629999136,416152.9952581665
-KLV,m,lfd,sx,7,NA,0.03773867635923011,414096.37775101606
-KLV,m,lfd,sx,8,NA,0.03466372942171954,420863.2879346681
-KLV,m,lfd,sx,9,NA,0.029729741164130827,476832.08656480507
-KLV,m,lfd,sx,10,NA,0.039546507739929744,455802.31137287366
-KLV,m,lfd,sx,11,NA,0.03245292139478257,416603.47264790005
-KLV,m,lfd,sx,12,NA,0.02896127696250961,386397.7532665964
-KLV,m,lfd,sx,13,NA,0.0266190346753253,365407.4949269908
-KLV,m,lfd,sx,14,NA,0.02494422699336995,319288.8040493753
-KLV,m,lfd,sx,15,NA,0.026419333406812923,291002.17512419086
-KLV,m,lfd,sx,16,NA,0.022992112165762992,284356.87151889206
-KLV,m,lfd,sx,17,NA,0.021678052725632342,272728.1464925485
-KLV,m,lfd,sx,18,NA,0.0205522086210658,254555.63482613277
-KLV,m,lfd,sx,19,NA,0.017428783791216276,235866.22371669428
-KLV,m,lfd,sx,20,NA,0.02106703564634729,177678.13967334037
-KLV,m,lfd,sx,21,NA,0.0204192546329332,125012.85757188017
-KLV,m,lfd,sx,22,NA,0.01860330357033851,113111.26992322746
-KLV,m,lfd,sx,23,NA,0.01778423285204182,100536.16801144062
-KLV,m,lfd,sx,24,NA,0.016435304233998447,96732.44139695921
-KLV,m,lfd,sx,25,NA,0.01610454306628251,75452.99251091374
-KLV,m,lfd,sx,26,NA,0.017265904232986972,58164.04434743339
-KLV,m,lfd,sx,27,NA,0.016948312631164374,51833.590553966584
-KLV,m,lfd,sx,28,NA,0.01497054949923782,45679.19472376938
-KLV,m,lfd,sx,29,NA,0.014336005380022995,32965.11253951528
-KLV,m,lfd,sx,30,NA,0.015408005874293541,23184.47707361132
-KLV,m,lfd,sx,31,NA,0.017195399894575462,16892.940885142256
-KLV,m,lfd,sx,32,NA,0.017286079381775753,14280.154433237994
-KLV,m,lfd,sx,33,NA,0.016727787167666874,12448.961734156255
-KLV,m,lfd,sx,34,NA,0.016778770534607707,11347.031514376034
-KLV,m,lfd,sx,35,NA,0.015395208180619187,11021.852235435797
-KLV,m,lfd,sx,36,NA,0.0143567273388456,10027.29479150986
-KLV,m,lfd,sx,37,NA,0.017421588996148256,9217.80736113202
-KLV,m,lfd,sx,38,NA,0.017956692156432308,8168.052528977872
-KLV,m,lfd,sx,39,NA,0.016489804228442047,7217.2240553966585
-KLV,m,lfd,sx,40,NA,0.013120343096133188,5981.684005720307
-KLV,m,prfrei,qx,0,0.0013836371094202737,0,22.835450850519344
-KLV,m,prfrei,qx,1,0.0012163471951302939,0,161.0556299864519
-KLV,m,prfrei,qx,2,0.0010692836214267374,0.003228866876730145,309.2061719102815
-KLV,m,prfrei,qx,3,9.400009040420437e-4,0,497.6669125395153
-KLV,m,prfrei,qx,4,8.265892823483314e-4,0.001383070430930643,722.5289778714437
-KLV,m,prfrei,qx,5,7.272831945225818e-4,0,914.9965226554268
-KLV,m,prfrei,qx,6,6.406680309646829e-4,0,1135.297704350444
-KLV,m,prfrei,qx,7,5.653816485302606e-4,0,1435.905366551257
-KLV,m,prfrei,qx,8,5.001415666563491e-4,0,1705.2804305283757
-KLV,m,prfrei,qx,9,4.4376210728366556e-4,0,1998.7325681168147
-KLV,m,prfrei,qx,10,3.951636039504211e-4,0,2391.459491193738
-KLV,m,prfrei,qx,11,3.5337559445974544e-4,3.7123057901889035e-4,2693.243609814843
-KLV,m,prfrei,qx,12,3.175356517112736e-4,0,2952.0826960710524
-KLV,m,prfrei,qx,13,2.8691760795200496e-4,3.1669687193474776e-4,3157.093549601084
-KLV,m,prfrei,qx,14,2.6088140009275496e-4,2.9949278419632436e-4,3338.478609062171
-KLV,m,prfrei,qx,15,2.389338953790976e-4,0,3456.123859701942
-KLV,m,prfrei,qx,16,2.207286792098646e-4,2.722655390925095e-4,3672.384946560289
-KLV,m,prfrei,qx,17,2.0596040727912022e-4,0,4009.2731973505947
-KLV,m,prfrei,qx,18,1.9450679970653466e-4,0,4369.366859852476
-KLV,m,prfrei,qx,19,1.8629191034781378e-4,1.907737618796854e-4,5241.310981484269
-KLV,m,prfrei,qx,20,1.8131905978978696e-4,1.5297431979127034e-4,6536.544919464098
-KLV,m,prfrei,qx,21,1.7972614696545576e-4,1.2189280930574219e-4,8203.429384314317
-KLV,m,prfrei,qx,22,1.8164160686427703e-4,1.9768591583872987e-4,10116.058625620954
-KLV,m,prfrei,qx,23,1.86895032091365e-4,2.455229518354839e-4,12217.316927592954
-KLV,m,prfrei,qx,24,1.9562155109754104e-4,1.389714174778628e-4,14390.44851723619
-KLV,m,prfrei,qx,25,2.0871844316580154e-4,1.8163606402944957e-4,16515.04376034924
-KLV,m,prfrei,qx,26,2.2651790056011614e-4,2.6394463920322367e-4,18940.866363088964
-KLV,m,prfrei,qx,27,2.4903873551699864e-4,1.857051925455761e-4,21537.51618244769
-KLV,m,prfrei,qx,28,2.7691610602821235e-4,3.284293381572119e-4,24354.359837422853
-KLV,m,prfrei,qx,29,3.0924857342307604e-4,2.95458384547547e-4,27072.57124793015
-KLV,m,prfrei,qx,30,3.4565305539770337e-4,3.3208213337064947e-4,30108.03227457474
-KLV,m,prfrei,qx,31,3.8493327075842285e-4,3.316267851102683e-4,33164.31768026494
-KLV,m,prfrei,qx,32,4.247533818562027e-4,5.005635411987822e-4,35950.470713533046
-KLV,m,prfrei,qx,33,4.599003478954318e-4,5.692768538091878e-4,38634.51993075418
-KLV,m,prfrei,qx,34,4.863116692735519e-4,6.092319494545504e-4,41022.77404034322
-KLV,m,prfrei,qx,35,5.033627597895012e-4,5.832078838221183e-4,42853.86153846154
-KLV,m,prfrei,qx,36,5.151892649038591e-4,5.430152914384316e-4,44185.650376335994
-KLV,m,prfrei,qx,37,5.295474084790905e-4,3.896286620272505e-4,46188.8333584224
-KLV,m,prfrei,qx,38,5.562707102878603e-4,4.939592858489129e-4,48575.00036128255
-KLV,m,prfrei,qx,39,6.004409903923365e-4,4.5557987109555263e-4,50473.61020623212
-KLV,m,prfrei,qx,40,6.663256142531814e-4,6.065533725712726e-4,52741.10505795574
-KLV,m,prfrei,qx,41,7.516571900877886e-4,7.827493632684653e-4,54913.07039741081
-KLV,m,prfrei,qx,42,8.486440072132365e-4,0.0011912346997032114,57049.629293993676
-KLV,m,prfrei,qx,43,9.459770822472042e-4,0.0010238848343430479,59546.51291585127
-KLV,m,prfrei,qx,44,0.0010440067077481894,9.792594994583275e-4,62261.4665663104
-KLV,m,prfrei,qx,45,0.0011485540850985927,0.0011117798524503417,63826.06381905766
-KLV,m,prfrei,qx,46,0.0012638964253659309,0.0014557598597883194,64524.08936474485
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-KLV,w,lfd,qx,42,4.518773893485658e-4,4.1133115792112596e-4,194450.4937528225
-KLV,w,lfd,qx,43,5.0376258361715e-4,5.900690891391172e-4,205000.2331025139
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-KLV,w,lfd,qx,45,6.267376404024454e-4,7.853159850205565e-4,224025.60949872044
-KLV,w,lfd,qx,46,6.961037690526361e-4,5.826082478923646e-4,229933.1767650158
-KLV,w,lfd,qx,47,7.779630603223144e-4,7.583425201429345e-4,235951.59653018214
-KLV,w,lfd,qx,48,8.742880131654266e-4,8.593994615099579e-4,239599.26795122685
-KLV,w,lfd,qx,49,9.857944473106784e-4,9.324656339099699e-4,241183.2559160018
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-Sonstige,(all),lfd,qx,22,3.0568059890117145e-4,3.072632879920588e-4,35794.416325455364
-Sonstige,(all),lfd,qx,23,3.107807227921782e-4,2.9117611636649996e-4,44640.01895980731
-Sonstige,(all),lfd,qx,24,3.146545677365961e-4,2.5993788440163354e-4,53852.02109739576
-Sonstige,(all),lfd,qx,25,3.170662474365565e-4,4.432417987697661e-4,63156.93757338552
-Sonstige,(all),lfd,qx,26,3.1657415094045916e-4,3.587168079660338e-4,72467.57359626675
-Sonstige,(all),lfd,qx,27,3.1427939426389046e-4,3.173044358591267e-4,81927.2348712931
-Sonstige,(all),lfd,qx,28,3.123532660473426e-4,2.9480326328115106e-4,91573.0031461689
-Sonstige,(all),lfd,qx,29,3.1301695142782856e-4,2.975434614298137e-4,100810.60663856691
-Sonstige,(all),lfd,qx,30,3.179247385346432e-4,2.6170863906774987e-4,110795.7510612675
-Sonstige,(all),lfd,qx,31,3.283442420773326e-4,3.309939899400678e-4,120828.11572331778
-Sonstige,(all),lfd,qx,32,3.431625681965449e-4,4.008156775173781e-4,129709.44428721964
-Sonstige,(all),lfd,qx,33,3.613351240661839e-4,3.311871215765445e-4,135852.3485925034
-Sonstige,(all),lfd,qx,34,3.8450510535002026e-4,3.92031706950625e-4,140267.27469516784
-Sonstige,(all),lfd,qx,35,4.1295019530614835e-4,3.941786446208534e-4,142039.5644513021
-Sonstige,(all),lfd,qx,36,4.474658908687956e-4,4.531374357497059e-4,143411.8391163631
-Sonstige,(all),lfd,qx,37,4.878429492548095e-4,4.3991202909609564e-4,145451.6325605901
-Sonstige,(all),lfd,qx,38,5.340010529323181e-4,6.27786271647019e-4,149685.4873852175
-Sonstige,(all),lfd,qx,39,5.823582634297032e-4,6.256077589290661e-4,153402.78226704802
-Sonstige,(all),lfd,qx,40,6.335737795152085e-4,5.662680156395771e-4,158890.34071202768
-Sonstige,(all),lfd,qx,41,6.913825000188363e-4,7.73643314826763e-4,164094.83700888153
-Sonstige,(all),lfd,qx,42,7.558133270874453e-4,7.02942027444363e-4,167806.9055697727
-Sonstige,(all),lfd,qx,43,8.324129036086361e-4,7.521896678780396e-4,172763.7499172061
-Sonstige,(all),lfd,qx,44,9.246348211613886e-4,0.0010681393361251115,177784.41476742434
-Sonstige,(all),lfd,qx,45,0.001030262613497964,8.979642267688866e-4,180327.0777058558
-Sonstige,(all),lfd,qx,46,0.001156303127145452,0.0012904632289700122,180438.81902754778
-Sonstige,(all),lfd,qx,47,0.001300532015080691,0.0012769478290611648,178436.755803101
-Sonstige,(all),lfd,qx,48,0.0014692257311558635,0.0012963207328305633,173455.65663104018
-Sonstige,(all),lfd,qx,49,0.0016689255621671394,0.0016996702006762082,167537.0885970194
-Sonstige,(all),lfd,qx,50,0.001892806926111509,0.0022751120633109053,159810.11901249437
-Sonstige,(all),lfd,qx,51,0.002130750559360575,0.002009827903396584,152098.8418034021
-Sonstige,(all),lfd,qx,52,0.0023928802392747016,0.002321365319098719,142853.28148426916
-Sonstige,(all),lfd,qx,53,0.002685560815530734,0.0026004377677197265,132497.46975763963
-Sonstige,(all),lfd,qx,54,0.0030125565123524873,0.0032151077681614668,121728.37338551859
-Sonstige,(all),lfd,qx,55,0.0033727940443777577,0.00331771578967233,111638.42450699984
-Sonstige,(all),lfd,qx,56,0.00377443528404632,0.003835349011014154,100449.7313111546
-Sonstige,(all),lfd,qx,57,0.004225485835931957,0.004119747174623506,89626.33654975162
-Sonstige,(all),lfd,qx,58,0.004738923013232365,0.004383662639923513,79439.29071955442
-Sonstige,(all),lfd,qx,59,0.005327315032691901,0.005575445510562754,70291.14071955442
-Sonstige,(all),lfd,qx,60,0.005992472664818338,0.0058577686342554,59574.71390185157
-Sonstige,(all),lfd,qx,61,0.006741165873023214,0.007107446803489576,49910.310168598524
-Sonstige,(all),lfd,qx,62,0.007575962899210941,0.007023628582967389,43839.85368056601
-Sonstige,(all),lfd,qx,63,0.008505219178756029,0.007899549595732332,39466.012170706
-Sonstige,(all),lfd,qx,64,0.009526001801568875,0.010208991420514077,35765.20295047418
-Sonstige,(all),lfd,qx,65,0.010618739940289256,0.010516685595602418,31875.816332982085
-Sonstige,(all),lfd,qx,66,0.011763428241996074,0.012219020512598096,27736.810544934517
-Sonstige,(all),lfd,qx,67,0.01293019023430342,0.013106537126957817,23952.106043956046
-Sonstige,(all),lfd,qx,68,0.014085376415388262,0.014479133963738306,20843.730874604847
-Sonstige,(all),lfd,qx,69,0.015190064595850017,0.014543032426895428,17952.76140298058
-Sonstige,(all),lfd,qx,70,0.016203420803149626,0.015470386813339173,14816.253341863616
-Sonstige,(all),lfd,qx,71,0.017076987816447963,0.01720537511147687,12388.594889357219
-Sonstige,(all),lfd,qx,72,0.01775675368891904,0.019922202007299925,11330.518026494054
-Sonstige,(all),lfd,qx,73,0.018191518178379235,0.023407805356128474,9879.665489989462
-Sonstige,(all),lfd,qx,74,0.018346119241778442,0.021114314975183807,8341.299548396808
-Sonstige,(all),lfd,qx,75,0.018214205576709584,0.027392222216423744,6697.248652717146
-Sonstige,(all),lfd,qx,76,0.017810578436199008,0.022990318146307382,4729.622783381003
-Sonstige,(all),lfd,qx,77,0.01717915914646051,0.019975977548016288,3568.329241306639
-Sonstige,(all),lfd,qx,78,0.01637691305448722,0.014304214305147042,2845.7881529429474
-Sonstige,(all),lfd,qx,79,0.015463433318055544,0.01868115119754121,2598.464692157158
-Sonstige,(all),lfd,qx,80,0.014491006950318523,0.012122650538996034,2705.6769607105225
-Sonstige,(all),lfd,qx,81,0.013507178966039394,0.010299491682206235,2607.988597019419
-Sonstige,(all),lfd,qx,82,0.012548174979309355,0.007504013384819322,2655.2404485925035
-Sonstige,(all),lfd,qx,83,0.011638793751556279,0.006347071494048367,2826.9535601384914
-Sonstige,(all),lfd,qx,84,0.01079163125111702,0.00722058814067275,3173.836090621707
-Sonstige,(all),lfd,qx,85,0.010008756224751784,0.0059932193530011614,1164.486617492097
-Sonstige,(all),lfd,qx,86,0.009286291378213475,0,32.83287671232877
-Sonstige,(all),lfd,qx,87,0.008618508238291165,0.033348602840128264,29.486263736263737
-Sonstige,(all),lfd,qx,88,0.008000330247283038,0.10868916094356525,26.10164835164835
-Sonstige,(all),lfd,qx,89,0.007427362807263347,0.09771812080536912,19.467032967032967
-Sonstige,(all),lfd,qx,90,0.006895856425144549,0.17411109771503755,15.730377841336745
-Sonstige,(all),lfd,qx,91,0.006402545985268738,0.09306886998308284,10.24473129610116
-Sonstige,(all),lfd,qx,92,0.005944569923239424,0.14948665297741273,6.18956043956044
-Sonstige,(all),lfd,qx,93,0.005519353028246839,0,2.9175824175824174
-Sonstige,(all),lfd,qx,94,0.005124552027107278,0,2
-Sonstige,(all),lfd,qx,95,0.004757991261680708,0,1
-Sonstige,(all),lfd,qx,96,0.0044176506993156795,0,NA
-Sonstige,(all),lfd,qx,97,0.004101654800910816,0,NA
-Sonstige,(all),lfd,qx,98,0.003808262185247211,0,NA
-Sonstige,(all),lfd,qx,99,0.003535856032634293,0,NA
-Sonstige,(all),lfd,sx,0,NA,0.04006886279155364,415573.934013247
-Sonstige,(all),lfd,sx,1,NA,0.05253656608285586,618992.0768703899
-Sonstige,(all),lfd,sx,2,NA,0.046845518399391245,523816.51795122685
-Sonstige,(all),lfd,sx,3,NA,0.046192081935247715,462522.76773295196
-Sonstige,(all),lfd,sx,4,NA,0.043601221451888175,420860.7404184856
-Sonstige,(all),lfd,sx,5,NA,0.04222684180040322,379158.5684630438
-Sonstige,(all),lfd,sx,6,NA,0.03933917834164706,344343.88789703447
-Sonstige,(all),lfd,sx,7,NA,0.036821388502078646,330720.74200662354
-Sonstige,(all),lfd,sx,8,NA,0.03228801905432745,314920.269479151
-Sonstige,(all),lfd,sx,9,NA,0.031896361502195526,303023.8094083998
-Sonstige,(all),lfd,sx,10,NA,0.037772939989753215,243012.54255607407
-Sonstige,(all),lfd,sx,11,NA,0.03193343572130537,192471.36242661448
-Sonstige,(all),lfd,sx,12,NA,0.026203796949041697,168313.3030031612
-Sonstige,(all),lfd,sx,13,NA,0.02399200767172201,149567.74619147976
-Sonstige,(all),lfd,sx,14,NA,0.022314767238607765,125362.53377991871
-Sonstige,(all),lfd,sx,15,NA,0.022281029255370316,93333.72681770285
-Sonstige,(all),lfd,sx,16,NA,0.022447481304119006,66160.73854433237
-Sonstige,(all),lfd,sx,17,NA,0.023706151753350918,50103.138423904864
-Sonstige,(all),lfd,sx,18,NA,0.02420051924848287,36208.606134276684
-Sonstige,(all),lfd,sx,19,NA,0.025786384529031866,26604.708023483367
-Sonstige,(all),lfd,sx,20,NA,0.031354452737445186,18302.350286015353
-Sonstige,(all),lfd,sx,21,NA,0.040691937484576675,12109.671059762155
-Sonstige,(all),lfd,sx,22,NA,0.034219606915126224,10943.46775553214
-Sonstige,(all),lfd,sx,23,NA,0.026525114301359207,10564.834163781425
-Sonstige,(all),lfd,sx,24,NA,0.020173784295567505,11825.696929098298
-Sonstige,(all),lfd,sx,25,NA,0.01932206970177912,9328.280791810928
-Sonstige,(all),lfd,sx,26,NA,0.020496583114620995,6712.118146921572
-Sonstige,(all),lfd,sx,27,NA,0.028420808126039178,6971.783064880325
-Sonstige,(all),lfd,sx,28,NA,0.014515900346762622,6565.43752069848
-Sonstige,(all),lfd,sx,29,NA,0.010641288430363022,5141.047057052537
-Sonstige,(all),lfd,sx,30,NA,0.010771423491455124,3047.161922324251
-Sonstige,(all),lfd,sx,31,NA,0.009615406616187832,2690.993813036279
-Sonstige,(all),lfd,sx,32,NA,0.006787904572249192,2936.417379196146
-Sonstige,(all),lfd,sx,33,NA,0.006170112605205215,3231.431928345627
-Sonstige,(all),lfd,sx,34,NA,0.0026169958774337485,3434.557767574891
-Sonstige,(all),lfd,sx,35,NA,0.00726424814858886,3429.0123889808824
-Sonstige,(all),lfd,sx,36,NA,0.008191532638777829,3161.009205178383
-Sonstige,(all),lfd,sx,37,NA,0.004275175457845691,2800.902340809875
-Sonstige,(all),lfd,sx,38,NA,0.0053776049266405805,2225.4766822218876
-Sonstige,(all),lfd,sx,39,NA,0.0027109680803046043,1473.4876787595965
-Sonstige,(all),lfd,sx,40,NA,0.002300157938061279,868.50550955893425
-Sonstige,(all),prfrei,qx,0,0.0020442749267219184,0,982.0698253800994
-Sonstige,(all),prfrei,qx,1,0.0019149590928431064,0,1777.570721059762
-Sonstige,(all),prfrei,qx,2,0.0017938234624551316,0,1886.9615384615386
-Sonstige,(all),prfrei,qx,3,0.0016803505758847077,0,1999.969945807617
-Sonstige,(all),prfrei,qx,4,0.001574055706692352,0,2100.277246725877
-Sonstige,(all),prfrei,qx,5,0.0014744847910480466,0,2263.2781273521
-Sonstige,(all),prfrei,qx,6,0.00138121248808954,0,2232.560206232124
-Sonstige,(all),prfrei,qx,7,0.0012938403629776196,0,2218.2559461086857
-Sonstige,(all),prfrei,qx,8,0.0012119951848868786,0,2101.6039289477644
-Sonstige,(all),prfrei,qx,9,0.0011353273326614275,0,2049.4127803703145
-Sonstige,(all),prfrei,qx,10,0.001063509301324917,0,1824.7463194339907
-Sonstige,(all),prfrei,qx,11,9.96234303065098e-4,0,1762.4173716694265
-Sonstige,(all),prfrei,qx,12,9.332149567166638e-4,0,1686.3422625319886
-Sonstige,(all),prfrei,qx,13,8.741820601442096e-4,0,1664.757082643384
-Sonstige,(all),prfrei,qx,14,8.188834402812514e-4,0,1526.347290380852
-Sonstige,(all),prfrei,qx,15,7.670828759129627e-4,0,1502.157504139696
-Sonstige,(all),prfrei,qx,16,7.185590886010342e-4,6.714369212529975e-4,1488.843180791811
-Sonstige,(all),prfrei,qx,17,6.731047974401663e-4,0,1485.4427818756585
-Sonstige,(all),prfrei,qx,18,6.303490627872771e-4,6.299699961023511e-4,1586.877186512118
-Sonstige,(all),prfrei,qx,19,5.899782344934114e-4,0.0010483517444354851,1906.7566385669124
-Sonstige,(all),prfrei,qx,20,5.517272020912385e-4,3.963745387708179e-4,2522.3663856691255
-Sonstige,(all),prfrei,qx,21,5.169460665215873e-4,0,3326.4400346229113
-Sonstige,(all),prfrei,qx,22,4.855026051490276e-4,9.265179234634269e-4,4315.239741080837
-Sonstige,(all),prfrei,qx,23,4.5725287510175376e-4,1.8485139274651232e-4,5409.2509634201415
-Sonstige,(all),prfrei,qx,24,4.354073246512402e-4,4.539386003501056e-4,6607.323302724672
-Sonstige,(all),prfrei,qx,25,4.169247668311146e-4,9.240318320411576e-4,7571.996597922625
-Sonstige,(all),prfrei,qx,26,3.9959743664930115e-4,0,8412.112373927443
-Sonstige,(all),prfrei,qx,27,3.8800534070702327e-4,4.3614807489435534e-4,9169.197192533495
-Sonstige,(all),prfrei,qx,28,3.8632223028497835e-4,1.0097409786692591e-4,9903.029926238145
-Sonstige,(all),prfrei,qx,29,4.004044392030395e-4,5.753766140236642e-4,10424.952498870993
-Sonstige,(all),prfrei,qx,30,4.2267063462244855e-4,4.488023736696107e-4,11138.261041698028
-Sonstige,(all),prfrei,qx,31,4.4929719622407006e-4,4.158625796022045e-4,12020.702483817553
-Sonstige,(all),prfrei,qx,32,4.7640239967187617e-4,5.510755355246368e-4,12698.932876712328
-Sonstige,(all),prfrei,qx,33,4.978310927051857e-4,6.781618597416652e-4,13266.668041547493
-Sonstige,(all),prfrei,qx,34,5.091513628526297e-4,4.2610926389255303e-4,14077.895461387927
-Sonstige,(all),prfrei,qx,35,5.119209256221152e-4,8.81076553220219e-4,14748.17705103116
-Sonstige,(all),prfrei,qx,36,5.047329297493357e-4,3.8641782958739873e-4,15524.23384013247
-Sonstige,(all),prfrei,qx,37,4.977270560745698e-4,4.8226310328039956e-4,16584.455441818456
-Sonstige,(all),prfrei,qx,38,4.949478853463899e-4,5.109577009999609e-4,17609.482492849616
-Sonstige,(all),prfrei,qx,39,4.996925574196514e-4,3.792632597369448e-4,18453.336564805057
-Sonstige,(all),prfrei,qx,40,5.164568350755226e-4,4.5878053209399413e-4,19612.72298660244
-Sonstige,(all),prfrei,qx,41,5.432868411980608e-4,7.208959664471859e-4,20799.9405991269
-Sonstige,(all),prfrei,qx,42,5.745978215547617e-4,8.727659670719231e-4,21760.36811681469
-Sonstige,(all),prfrei,qx,43,6.134915417340284e-4,2.588827016914052e-4,23173.519561944904
-Sonstige,(all),prfrei,qx,44,6.809282935033278e-4,9.825042308630875e-4,24415.375726328464
-Sonstige,(all),prfrei,qx,45,7.65369160744516e-4,7.164538352223208e-4,25114.74017010387
-Sonstige,(all),prfrei,qx,46,8.70042638239789e-4,9.064525125218329e-4,25362.140298058108
-Sonstige,(all),prfrei,qx,47,9.9433606245366e-4,0.0010244914091301893,25365.446093632396
-Sonstige,(all),prfrei,qx,48,0.001139005436973269,9.901966539468446e-4,25235.010078277886
-Sonstige,(all),prfrei,qx,49,0.0013064989436279266,0.0014107819191874996,24791.437174469367
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-Sonstige,(all),prfrei,qx,55,0.0024212333776175133,0.00279096281174073,18605.563194339906
-Sonstige,(all),prfrei,qx,56,0.0026264192881666963,0.0023252378944812477,17182.540907722414
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-Sonstige,(all),prfrei,qx,61,0.004233677697142883,0.003946050526493445,9610.88176275779
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-Sonstige,(all),prfrei,qx,63,0.005238374523860774,0.004707535186894462,7417.388664759897
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-Sonstige,(all),prfrei,qx,65,0.006545092318673655,0.008163647542611223,5977.718952280597
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-Sonstige,(all),prfrei,sx,40,NA,NA,NA
-Sonstige,(all),(all),qx,0,1.495690047611365e-4,0,1583.2535450850519
-Sonstige,(all),(all),qx,1,1.5274013799881662e-4,0,4167.674454312811
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diff --git a/inst/extdata/VU_Gesamtbestand_Austria_Storno_2012-16.csv b/inst/extdata/VU_Gesamtbestand_Austria_Storno_2012-16.csv
deleted file mode 100644
index ce616f9..0000000
--- a/inst/extdata/VU_Gesamtbestand_Austria_Storno_2012-16.csv
+++ /dev/null
@@ -1,124 +0,0 @@
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diff --git a/inst/extdata/VU_Gesamtbestand_Austria_qx_2012-16.csv b/inst/extdata/VU_Gesamtbestand_Austria_qx_2012-16.csv
deleted file mode 100644
index 1bb9d47..0000000
--- a/inst/extdata/VU_Gesamtbestand_Austria_qx_2012-16.csv
+++ /dev/null
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diff --git a/man/lifeTable.Rd b/man/lifeTable.Rd
index f65dff4..9ef9a58 100644
--- a/man/lifeTable.Rd
+++ b/man/lifeTable.Rd
@@ -14,6 +14,8 @@ lifeTable(object, ...)
 
 \S4method{lifeTable}{array}(object, ...)
 
+\S4method{lifeTable}{array}(object, ...)
+
 \S4method{lifeTable}{list}(object, ...)
 
 \S4method{lifeTable}{`NULL`}(object, ...)
@@ -34,6 +36,8 @@ for the cohort life table
 
 \item \code{array}: Return the lifetable object (package lifecontingencies) from the mortalityTable objects stored in the array
 
+\item \code{array}: Return the lifetable object (package lifecontingencies) from the mortalityTable objects stored in the array
+
 \item \code{list}: Return the lifetable object (package lifecontingencies)  from the mortalityTable objects stored in the list
 
 \item \code{NULL}: Empty dummy function to handle unassigned variables
-- 
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