data.NHIS.sample {apc}R Documentation

Sample of US National Heath Interview Survey data

Description

This dataset contains a sample of the NHIS which can be used to demonstrate the apc.indiv functions. Six observations per age-cohort cell are randomly selected from a dataset constrained to contain only women between the ages of 40 and 53 inclusive, from cohorts 1955 to 1970 inclusive, between the years 2000 and 2014 inclusive.

Usage

data("data.NHIS.sample")

Format

A data frame with 948 observations on the following 29 variables.

cell.name

a factor with levels ik_28_1973 ik_28_1974 ik_28_1975 ik_28_1976 ik_28_1977 ik_28_1978 ik_28_1979 ik_28_1980 ik_28_1981 ik_28_1982 ik_28_1983 ik_28_1984 ik_28_1985 ik_28_1986 ik_29_1972 ik_29_1973 ik_29_1974 ik_29_1975 ik_29_1976 ik_29_1977 ik_29_1978 ik_29_1979 ik_29_1980 ik_29_1981 ik_29_1982 ik_29_1983 ik_29_1984 ik_29_1985 ik_30_1971 ik_30_1972 ik_30_1973 ik_30_1974 ik_30_1975 ik_30_1976 ik_30_1977 ik_30_1978 ik_30_1979 ik_30_1980 ik_30_1981 ik_30_1982 ik_30_1983 ik_30_1984 ik_31_1970 ik_31_1971 ik_31_1972 ik_31_1973 ik_31_1974 ik_31_1975 ik_31_1976 ik_31_1977 ik_31_1978 ik_31_1979 ik_31_1980 ik_31_1981 ik_31_1982 ik_31_1983 ik_32_1969 ik_32_1970 ik_32_1971 ik_32_1972 ik_32_1973 ik_32_1974 ik_32_1975 ik_32_1976 ik_32_1977 ik_32_1978 ik_32_1979 ik_32_1980 ik_32_1981 ik_32_1982 ik_33_1968 ik_33_1969 ik_33_1970 ik_33_1971 ik_33_1972 ik_33_1973 ik_33_1974 ik_33_1975 ik_33_1976 ik_33_1977 ik_33_1978 ik_33_1979 ik_33_1980 ik_33_1981 ik_34_1967 ik_34_1968 ik_34_1969 ik_34_1970 ik_34_1971 ik_34_1972 ik_34_1973 ik_34_1974 ik_34_1975 ik_34_1976 ik_34_1977 ik_34_1978 ik_34_1979 ik_34_1980 ik_35_1966 ik_35_1967 ik_35_1968 ik_35_1969 ik_35_1970 ik_35_1971 ik_35_1972 ik_35_1973 ik_35_1974 ik_35_1975 ik_35_1976 ik_35_1977 ik_35_1978 ik_35_1979 ik_36_1965 ik_36_1966 ik_36_1967 ik_36_1968 ik_36_1969 ik_36_1970 ik_36_1971 ik_36_1972 ik_36_1973 ik_36_1974 ik_36_1975 ik_36_1976 ik_36_1977 ik_36_1978 ik_37_1964 ik_37_1965 ik_37_1966 ik_37_1967 ik_37_1968 ik_37_1969 ik_37_1970 ik_37_1971 ik_37_1972 ik_37_1973 ik_37_1974 ik_37_1975 ik_37_1976 ik_37_1977 ik_38_1963 ik_38_1964 ik_38_1965 ik_38_1966 ik_38_1967 ik_38_1968 ik_38_1969 ik_38_1970 ik_38_1971 ik_38_1972 ik_38_1973 ik_38_1974 ik_38_1975 ik_38_1976 ik_39_1962 ik_39_1963 ik_39_1964 ik_39_1965 ik_39_1966 ik_39_1967 ik_39_1968 ik_39_1969 ik_39_1970 ik_39_1971 ik_39_1972 ik_39_1973 ik_39_1974 ik_39_1975 ik_40_1961 ik_40_1962 ik_40_1963 ik_40_1964 ik_40_1965 ik_40_1966 ik_40_1967 ik_40_1968 ik_40_1969 ik_40_1970 ik_40_1971 ik_40_1972 ik_40_1973 ik_40_1974 ik_41_1960 ik_41_1961 ik_41_1962 ik_41_1963 ik_41_1964 ik_41_1965 ik_41_1966 ik_41_1967 ik_41_1968 ik_41_1969 ik_41_1970 ik_41_1971 ik_41_1972 ik_41_1973 ik_42_1959 ik_42_1960 ik_42_1961 ik_42_1962 ik_42_1963 ik_42_1964 ik_42_1965 ik_42_1966 ik_42_1967 ik_42_1968 ik_42_1969 ik_42_1970 ik_42_1971 ik_42_1972 ik_43_1958 ik_43_1959 ik_43_1960 ik_43_1961 ik_43_1962 ik_43_1963 ik_43_1964 ik_43_1965 ik_43_1966 ik_43_1967 ik_43_1968 ik_43_1969 ik_43_1970 ik_43_1971 ik_44_1957 ik_44_1958 ik_44_1959 ik_44_1960 ik_44_1961 ik_44_1962 ik_44_1963 ik_44_1964 ik_44_1965 ik_44_1966 ik_44_1967 ik_44_1968 ik_44_1969 ik_44_1970 ik_45_1956 ik_45_1957 ik_45_1958 ik_45_1959 ik_45_1960 ik_45_1961 ik_45_1962 ik_45_1963 ik_45_1964 ik_45_1965 ik_45_1966 ik_45_1967 ik_45_1968 ik_45_1969 ik_46_1955 ik_46_1956 ik_46_1957 ik_46_1958 ik_46_1959 ik_46_1960 ik_46_1961 ik_46_1962 ik_46_1963 ik_46_1964 ik_46_1965 ik_46_1966 ik_46_1967 ik_46_1968 ik_47_1954 ik_47_1955 ik_47_1956 ik_47_1957 ik_47_1958 ik_47_1959 ik_47_1960 ik_47_1961 ik_47_1962 ik_47_1963 ik_47_1964 ik_47_1965 ik_47_1966 ik_47_1967 ik_48_1953 ik_48_1954 ik_48_1955 ik_48_1956 ik_48_1957 ik_48_1958 ik_48_1959 ik_48_1960 ik_48_1961 ik_48_1962 ik_48_1963 ik_48_1964 ik_48_1965 ik_48_1966 ik_49_1952 ik_49_1953 ik_49_1954 ik_49_1955 ik_49_1956 ik_49_1957 ik_49_1958 ik_49_1959 ik_49_1960 ik_49_1961 ik_49_1962 ik_49_1963 ik_49_1964 ik_49_1965 ik_50_1951 ik_50_1952 ik_50_1953 ik_50_1954 ik_50_1955 ik_50_1956 ik_50_1957 ik_50_1958 ik_50_1959 ik_50_1960 ik_50_1961 ik_50_1962 ik_50_1963 ik_50_1964 ik_51_1950 ik_51_1951 ik_51_1952 ik_51_1953 ik_51_1954 ik_51_1955 ik_51_1956 ik_51_1957 ik_51_1958 ik_51_1959 ik_51_1960 ik_51_1961 ik_51_1962 ik_51_1963 ik_52_1949 ik_52_1950 ik_52_1951 ik_52_1952 ik_52_1953 ik_52_1954 ik_52_1955 ik_52_1956 ik_52_1957 ik_52_1958 ik_52_1959 ik_52_1960 ik_52_1961 ik_52_1962 ik_53_1948 ik_53_1949 ik_53_1950 ik_53_1951 ik_53_1952 ik_53_1953 ik_53_1954 ik_53_1955 ik_53_1956 ik_53_1957 ik_53_1958 ik_53_1959 ik_53_1960 ik_53_1961 ik_54_1947 ik_54_1948 ik_54_1949 ik_54_1950 ik_54_1951 ik_54_1952 ik_54_1953 ik_54_1954 ik_54_1955 ik_54_1956 ik_54_1957 ik_54_1958 ik_54_1959 ik_54_1960 ik_55_1946 ik_55_1947 ik_55_1948 ik_55_1949 ik_55_1950 ik_55_1951 ik_55_1952 ik_55_1953 ik_55_1954 ik_55_1955 ik_55_1956 ik_55_1957 ik_55_1958 ik_55_1959 ik_56_1945 ik_56_1946 ik_56_1947 ik_56_1948 ik_56_1949 ik_56_1950 ik_56_1951 ik_56_1952 ik_56_1953 ik_56_1954 ik_56_1955 ik_56_1956 ik_56_1957 ik_56_1958 ik_57_1944 ik_57_1945 ik_57_1946 ik_57_1947 ik_57_1948 ik_57_1949 ik_57_1950 ik_57_1951 ik_57_1952 ik_57_1953 ik_57_1954 ik_57_1955 ik_57_1956 ik_57_1957 ik_58_1943 ik_58_1944 ik_58_1945 ik_58_1946 ik_58_1947 ik_58_1948 ik_58_1949 ik_58_1950 ik_58_1951 ik_58_1952 ik_58_1953 ik_58_1954 ik_58_1955 ik_58_1956 ik_59_1942 ik_59_1943 ik_59_1944 ik_59_1945 ik_59_1946 ik_59_1947 ik_59_1948 ik_59_1949 ik_59_1950 ik_59_1951 ik_59_1952 ik_59_1953 ik_59_1954 ik_59_1955 ik_60_1941 ik_60_1942 ik_60_1943 ik_60_1944 ik_60_1945 ik_60_1946 ik_60_1947 ik_60_1948 ik_60_1949 ik_60_1950 ik_60_1951 ik_60_1952 ik_60_1953 ik_60_1954 ik_61_1940 ik_61_1941 ik_61_1942 ik_61_1943 ik_61_1944 ik_61_1945 ik_61_1946 ik_61_1947 ik_61_1948 ik_61_1949 ik_61_1950 ik_61_1951 ik_61_1952 ik_61_1953 ik_62_1939 ik_62_1940 ik_62_1941 ik_62_1942 ik_62_1943 ik_62_1944 ik_62_1945 ik_62_1946 ik_62_1947 ik_62_1948 ik_62_1949 ik_62_1950 ik_62_1951 ik_62_1952 ik_63_1938 ik_63_1939 ik_63_1940 ik_63_1941 ik_63_1942 ik_63_1943 ik_63_1944 ik_63_1945 ik_63_1946 ik_63_1947 ik_63_1948 ik_63_1949 ik_63_1950 ik_63_1951 ik_64_1937 ik_64_1938 ik_64_1939 ik_64_1940 ik_64_1941 ik_64_1942 ik_64_1943 ik_64_1944 ik_64_1945 ik_64_1946 ik_64_1947 ik_64_1948 ik_64_1949 ik_64_1950 ik_65_1936 ik_65_1937 ik_65_1938 ik_65_1939 ik_65_1940 ik_65_1941 ik_65_1942 ik_65_1943 ik_65_1944 ik_65_1945 ik_65_1946 ik_65_1947 ik_65_1948 ik_65_1949 ik_66_1935 ik_66_1936 ik_66_1937 ik_66_1938 ik_66_1939 ik_66_1940 ik_66_1941 ik_66_1942 ik_66_1943 ik_66_1944 ik_66_1945 ik_66_1946 ik_66_1947 ik_66_1948 ik_67_1934 ik_67_1935 ik_67_1936 ik_67_1937 ik_67_1938 ik_67_1939 ik_67_1940 ik_67_1941 ik_67_1942 ik_67_1943 ik_67_1944 ik_67_1945 ik_67_1946 ik_67_1947 ik_68_1933 ik_68_1934 ik_68_1935 ik_68_1936 ik_68_1937 ik_68_1938 ik_68_1939 ik_68_1940 ik_68_1941 ik_68_1942 ik_68_1943 ik_68_1944 ik_68_1945 ik_68_1946 ik_69_1932 ik_69_1933 ik_69_1934 ik_69_1935 ik_69_1936 ik_69_1937 ik_69_1938 ik_69_1939 ik_69_1940 ik_69_1941 ik_69_1942 ik_69_1943 ik_69_1944 ik_69_1945 ik_70_1931 ik_70_1932 ik_70_1933 ik_70_1934 ik_70_1935 ik_70_1936 ik_70_1937 ik_70_1938 ik_70_1939 ik_70_1940 ik_70_1941 ik_70_1942 ik_70_1943 ik_70_1944 ik_71_1930 ik_71_1931 ik_71_1932 ik_71_1933 ik_71_1934 ik_71_1935 ik_71_1936 ik_71_1937 ik_71_1938 ik_71_1939 ik_71_1940 ik_71_1941 ik_71_1942 ik_71_1943 ik_72_1929 ik_72_1930 ik_72_1931 ik_72_1932 ik_72_1933 ik_72_1934 ik_72_1935 ik_72_1936 ik_72_1937 ik_72_1938 ik_72_1939 ik_72_1940 ik_72_1941 ik_72_1942 ik_73_1928 ik_73_1929 ik_73_1930 ik_73_1931 ik_73_1932 ik_73_1933 ik_73_1934 ik_73_1935 ik_73_1936 ik_73_1937 ik_73_1938 ik_73_1939 ik_73_1940 ik_73_1941 ik_74_1927 ik_74_1928 ik_74_1929 ik_74_1930 ik_74_1931 ik_74_1932 ik_74_1933 ik_74_1934 ik_74_1935 ik_74_1936 ik_74_1937 ik_74_1938 ik_74_1939 ik_74_1940 ik_75_1926 ik_75_1927 ik_75_1928 ik_75_1929 ik_75_1930 ik_75_1931 ik_75_1932 ik_75_1933 ik_75_1934 ik_75_1935 ik_75_1936 ik_75_1937 ik_75_1938 ik_75_1939 ik_76_1925 ik_76_1926 ik_76_1927 ik_76_1928 ik_76_1929 ik_76_1930 ik_76_1931 ik_76_1932 ik_76_1933 ik_76_1934 ik_76_1935 ik_76_1936 ik_76_1937 ik_76_1938 ik_77_1924 ik_77_1925 ik_77_1926 ik_77_1927 ik_77_1928 ik_77_1929 ik_77_1930 ik_77_1931 ik_77_1932 ik_77_1933 ik_77_1934 ik_77_1935 ik_77_1936 ik_77_1937 ik_78_1923 ik_78_1924 ik_78_1925 ik_78_1926 ik_78_1927 ik_78_1928 ik_78_1929 ik_78_1930 ik_78_1931 ik_78_1932 ik_78_1933 ik_78_1934 ik_78_1935 ik_78_1936 ik_79_1922 ik_79_1923 ik_79_1924 ik_79_1925 ik_79_1926 ik_79_1927 ik_79_1928 ik_79_1929 ik_79_1930 ik_79_1931 ik_79_1932 ik_79_1933 ik_79_1934 ik_79_1935 ik_80_1921 ik_80_1922 ik_80_1923 ik_80_1924 ik_80_1925 ik_80_1926 ik_80_1927 ik_80_1928 ik_80_1929 ik_80_1930 ik_80_1931 ik_80_1932 ik_80_1933 ik_80_1934

serial

a numeric vector

psu

a numeric vector

age

a numeric vector

bmicalc

a numeric vector

obese

a numeric vector

Lbmi

a numeric vector

black

a numeric vector

asian

a numeric vector

mixedeth

a numeric vector

othereth

a numeric vector

lessHS

a numeric vector

someHE

a numeric vector

collegegrad

a numeric vector

manag_prof

a numeric vector

techsupport

a numeric vector

service

a numeric vector

agri

a numeric vector

craft

a numeric vector

military

a numeric vector

otheremp

a numeric vector

nowsmoke

a numeric vector

eversmoke

a numeric vector

raredrink

a numeric vector

freqdrink

a numeric vector

nondrink

a numeric vector

period

a numeric vector

cohort

a numeric vector

daysbed

a numeric vector

Details

This data is a subset of the data used to generate the results in the paper “apc.indiv: R tools to estimate age-period-cohort models with repeated cross section data”. The full dataset used to generate those results, along with code to generate the results which uses the commands in this package, can be found at http://users.ox.ac.uk/~nuff0078/apc/index.htm.

Source

https://nhis.ipums.org

References

Lynn A. Blewett, Julia A. Rivera Drew, Risa Griffin, Miriam L. King, and Kari C.W. Williams. IPUMS Health Surveys: National Health Interview Survey, Version 6.3 [dataset]. Minneapolis, MN: IPUMS, 2018. http://doi.org/10.18128/D070.V6.3

Fannon, Z. (2018) apc.indiv: R tools to estimate age-period-cohort models with repeated cross section data. Mimeo. University of Oxford.

Examples

data("data.NHIS.sample")

## Use this data to construct datasets of different APC dimensions
# Age-cohort data
AC_sub <- data.NHIS.sample[data.NHIS.sample$age>=40 & data.NHIS.sample$age<=47 &
					data.NHIS.sample$cohort>=1961 &
                    data.NHIS.sample$cohort<=1967,]

# Age-cohort triangular data
AC_tri_sub <- data.NHIS.sample[data.NHIS.sample$age>=44 & data.NHIS.sample$age<=53 & 
                        data.NHIS.sample$cohort>=1961 & data.NHIS.sample$cohort<=1974, ]

# Period-cohort data
PC_sub <- data.NHIS.sample[data.NHIS.sample$cohort>=1961 & data.NHIS.sample$cohort<=1968 &
                    data.NHIS.sample$period>=2008,]

# Age-period data
AP_sub <- data.NHIS.sample[data.NHIS.sample$age<=48 & data.NHIS.sample$age>=40 &
                    data.NHIS.sample$period<=2010 & data.NHIS.sample$period>=2003,]

# Age-period data with early and late cohorts removed
AP_cc_sub <- AP_sub[!AP_sub$cohort %in% c(1955, 1956, 1957,
                                          1970, 1969, 1968),]

[Package apc version 1.3.5 Index]