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101. Neds 2007V2 Maskedstats Hospital (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2007v2_MaskedStats_Hospital.PDF
     April 09, 2010 - Kurtosis 72.8091236 Uncorrected SS 25155.7016 Corrected SS 3101.41905 Coeff Variation 37.5196401 Std Error … Kurtosis 69.6277471 Uncorrected SS 24868.4212 Corrected SS 927.96463 Coeff Variation 19.698103 Std Error … Kurtosis -0.5583424 Uncorrected SS 7.05657E15 Corrected SS 2.01448E15 Coeff Variation 63.2412377 Std Error … Kurtosis -1.1980806 Uncorrected SS 17769756 Corrected SS 4400704.07 Coeff Variation 57.4031446 Std Error … Kurtosis -0.9307763 Uncorrected SS 3.503E14 Corrected SS 1.00499E14 Coeff Variation 63.4611932 Std Error

102. Neds 2008 Maskedstats Hospital (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2008_MaskedStats_Hospital.PDF
     January 01, 2008 - Kurtosis 85.0630829 Uncorrected SS 24509.8351 Corrected SS 3292.95553 Coeff Variation 39.4161198 Std Error … Kurtosis 97.3796342 Uncorrected SS 24934.101 Corrected SS 792.778534 Coeff Variation 18.1308057 Std Error … Kurtosis -0.8360534 Uncorrected SS 8.07557E15 Corrected SS 2.32642E15 Coeff Variation 63.6449141 Std Error … Kurtosis -1.2691275 Uncorrected SS 19429188 Corrected SS 4778380.88 Coeff Variation 57.1388241 Std Error … Kurtosis -1.2598545 Uncorrected SS 787886 Corrected SS 192662.424 Coeff Variation 56.9219986 Std Error

103. Neds 2011V2 Maskedstats Hospital (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2011v2_MaskedStats_Hospital.PDF
     November 03, 2014 - Kurtosis 52.7852997 Uncorrected SS 22869.4524 Corrected SS 1624.61832 Coeff Variation 27.6679803 Std Error … Kurtosis 30.9859899 Uncorrected SS 23009.6674 Corrected SS 243.727298 Coeff Variation 10.3523214 Std Error … Kurtosis -0.9708901 Uncorrected SS 16347422 Corrected SS 4354826.38 Coeff Variation 60.2916658 Std Error … Kurtosis -0.508137 Uncorrected SS 3.67518E14 Corrected SS 1.13637E14 Coeff Variation 66.9381865 Std Error … Kurtosis -0.9686519 Uncorrected SS 666579 Corrected SS 175207.087 Coeff Variation 59.7446645 Std Error

104. Neds 2013 Maskedstats Hospital (pdf file)
     hcup-us.ahrq.gov/db/nation/neds/stats/NEDS_2013_MaskedStats_Hospital.PDF
     January 01, 2013 - Kurtosis 31.9241283 Uncorrected SS 23136.8496 Corrected SS 1538.46074 Coeff Variation 26.7031166 Std Error … Kurtosis 232.098377 Uncorrected SS 23070.7489 Corrected SS 492.73835 Coeff Variation 14.780692 Std Error … Kurtosis -0.353376 Uncorrected SS 6.80739E15 Corrected SS 2.01735E15 Coeff Variation 64.9308753 Std Error … Kurtosis -0.7723488 Uncorrected SS 15934894 Corrected SS 4664176.64 Coeff Variation 64.3637199 Std Error … Kurtosis -0.7787526 Uncorrected SS 651389 Corrected SS 187081.755 Coeff Variation 63.5100433 Std Error

105. Microsoft Word - NHQR6-HCUPMethodsReport v7.doc (pdf file)
     hcup-us.ahrq.gov/reports/methods/2008_05.pdf
     January 01, 2008 - There is no sampling error associated with Claritas census population counts; therefore, appropriate … For population counts based on Claritas data, there is no sampling error. … Standard error estimates for age/sex adjusted inpatient rates per 100,000 population using the 2005 … We multiplied this standard error by 1,000. b. … Standard error estimates for age/sex adjusted inpatient rates per 1,000 discharges using inpatient

106. Microsoft Word - 2007-06.doc (pdf file)
     hcup-us.ahrq.gov/reports/methods/2007_06.pdf
     January 01, 2007 - There is no sampling error associated with Claritas census population counts. … The threshold selected for reporting estimates in this report is a relative standard error less than … For population counts based on Claritas data, there is no sampling error. … Standard error estimates for age/sex adjusted inpatient rates per 100,000 population using the 2004 … We multiplied this standard error by 1,000. b.

107. HCUP_methods_series_cover.ai (pdf file)
     hcup-us.ahrq.gov/reports/methods/2004_07.pdf
     January 01, 2004 - There is no sampling error associated with Claritas census population counts. … A sample of at least 70 discharges was required to assure a relative error routinely used in Federal … For population counts based on Claritas data, there is no sampling error. … Standard error estimates for age/sex adjusted inpatient rates per 100,000 population using the 2001 … We multiplied this standard error by 1,000. b.

108. Exhibit 3.2. Most Frequent All-listed Procedures by Age
     hcup-us.ahrq.gov/reports/factsandfigures/figures/2005/2005_3_2.jsp
     January 01, 2005 - *Statistic has a relative standard error (standard error/weighted estimate) greater than 0.30 and is

109. Nis 1991 Summarystats Nis91Wt (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/tools/stats/NIS_1991_SummaryStats_Nis91wt.PDF
     January 01, 1991 - Kurtosis 86.6510393 Uncorrected SS 101906.409 Corrected SS 62692.5677 Coeff Variation 126.514782 Std Error … Kurtosis 0.89717922 Uncorrected SS 1.2181E15 Corrected SS 6.65177E14 Coeff Variation 109.746759 Std Error … Kurtosis -0.7297857 Uncorrected SS 18416827 Corrected SS 4303317.88 Coeff Variation 55.2510751 Std Error … Kurtosis 0.34916578 Uncorrected SS 4.4427E13 Corrected SS 2.4645E13 Coeff Variation 111.682837 Std Error … Kurtosis -0.8546265 Uncorrected SS 666073 Corrected SS 179208.479 Coeff Variation 60.7060167 Std Error

110. Nis 1992 Summarystats Nis92Wt (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/tools/stats/NIS_1992_SummaryStats_Nis92wt.PDF
     January 01, 1992 - Kurtosis 254.483703 Uncorrected SS 128768.082 Corrected SS 89624.6345 Coeff Variation 151.404222 Std Error … Kurtosis 48.7406949 Uncorrected SS 65747.8419 Corrected SS 32510.5438 Coeff Variation 98.958496 Std Error … Kurtosis 1.37457761 Uncorrected SS 1.20672E15 Corrected SS 6.60457E14 Coeff Variation 110.021871 Std Error … Kurtosis -0.7151318 Uncorrected SS 17778532 Corrected SS 4230915.65 Coeff Variation 55.9171489 Std Error … Kurtosis 0.51288386 Uncorrected SS 4.38696E13 Corrected SS 2.41931E13 Coeff Variation 110.950812 Std Error

111. Maskedstats Nis 2018 Hospital (pdf file)
     hcup-us.ahrq.gov/db/nation/nis/tools/stats/MaskedStats_NIS_2018_Hospital.PDF
     January 01, 2018 - Kurtosis 100.180101 Uncorrected SS 113748.513 Corrected SS 0.00034903 Coeff Variation 0.00553999 Std Error … Kurtosis 3.5183687 Uncorrected SS 1.29766E15 Corrected SS 8.35792E14 Coeff Variation 134.535721 Std Error … Kurtosis 0.34796114 Uncorrected SS 21545768 Corrected SS 8409400.88 Coeff Variation 80.0189078 Std Error … Kurtosis 3.51836442 Uncorrected SS 5.19064E13 Corrected SS 3.34316E13 Coeff Variation 134.535623 Std Error … 1.09548211 Kurtosis 0.17024592 Uncorrected SS 19803278 Corrected SS 7802705.78 Coeff Variation 80.6435 Std Error

112. Healthcare Cost and Utilization Project (HCUP) NIS Notes
     hcup-us.ahrq.gov/db/vars/totchg/nisnote.jsp
     September 01, 2008 - Due to an error in HCUP processing in 1996, some types of professional fees were not subtracted from … Due to an error in HCUP processing, cleaned total charges, TOTCHG, were not set to missing in the 1998 … Due to an error in HCUP processing, cleaned total charges, TOTCHG, were not set to missing in the 1998 … Due to an error in processing the inpatient data in 2003-2004, professional fees were NOT subtracted … Due to an error in 1994 HCUP processing, TOTCHG values of "invalid" (.A) were recoded to TOTCHG values

113. 2003Masidissue Escriptionreviewed (pdf file)
     hcup-us.ahrq.gov/db/state/siddist/2003MASIDissue%20escriptionReviewed.pdf
     January 01, 2003 - This error affects about 25% of all discharges in the 2003 MA SID.

114. Exhibit 1.6. Patient Age
     hcup-us.ahrq.gov/reports/factsandfigures/figures/2005/2005_1_6a.jsp
     January 01, 2005 - Age Group Number of Persons Percent Distribution Total Number of Discharges Standard Error

115. Nrd 2014 Maskedstats Hospital (pdf file)
     hcup-us.ahrq.gov/db/nation/nrd/stats/NRD_2014_MaskedStats_Hospital.PDF
     January 01, 2014 - Kurtosis 5.37198913 Uncorrected SS 1.09994E15 Corrected SS 6.40646E14 Coeff Variation 118.132781 Std Error … Kurtosis 3.83587798 Uncorrected SS 28057700 Corrected SS 13133808.3 Coeff Variation 93.834025 Std Error … Kurtosis 3.50936361 Uncorrected SS 2.35016E14 Corrected SS 1.40318E14 Coeff Variation 121.75663 Std Error … Kurtosis 0.89966441 Uncorrected SS 4782572 Corrected SS 1803789.17 Coeff Variation 77.8358229 Std Error

116. Nrd 2012 Maskedstats Hospital V2 (pdf file)
     hcup-us.ahrq.gov/db/nation/nrd/stats/NRD_2012_MaskedStats_Hospital_V2.PDF
     January 01, 2012 - Kurtosis 1.56560324 Uncorrected SS 1.22282E15 Corrected SS 6.65461E14 Coeff Variation 109.300175 Std Error … Kurtosis 0.43845549 Uncorrected SS 15252187 Corrected SS 4731054.1 Coeff Variation 67.0771122 Std Error … Kurtosis 1.70947648 Uncorrected SS 2.39318E14 Corrected SS 1.41392E14 Coeff Variation 120.195671 Std Error … Kurtosis 0.54590159 Uncorrected SS 2281349 Corrected SS 599333.443 Coeff Variation 59.7098397 Std Error

117. Nrd 2013 Maskedstats Hospital (pdf file)
     hcup-us.ahrq.gov/db/nation/nrd/stats/NRD_2013_MaskedStats_Hospital.PDF
     January 01, 2013 - Kurtosis 3.23612451 Uncorrected SS 1.13659E15 Corrected SS 6.3206E14 Coeff Variation 111.95525 Std Error … Kurtosis 3.616975 Uncorrected SS 31849511 Corrected SS 14216682.8 Coeff Variation 89.8144935 Std Error … Kurtosis 2.2029991 Uncorrected SS 2.3993E14 Corrected SS 1.42218E14 Coeff Variation 120.673789 Std Error … Kurtosis -0.0274464 Uncorrected SS 5447318 Corrected SS 2028164.9 Coeff Variation 77.0372254 Std Error

118. Maskedstats Nrd 2016 Hospital (pdf file)
     hcup-us.ahrq.gov/db/nation/nrd/stats/MaskedStats_NRD_2016_Hospital.PDF
     January 01, 2016 - Kurtosis 5.78071272 Uncorrected SS 1.29684E15 Corrected SS 7.75913E14 Coeff Variation 122.070004 Std Error … Kurtosis 2.97926796 Uncorrected SS 34559414 Corrected SS 16388410 Coeff Variation 94.9885316 Std Error … Kurtosis 3.58815444 Uncorrected SS 3.28599E14 Corrected SS 1.9511E14 Coeff Variation 120.923395 Std Error … 1.39094747 Kurtosis 1.1846898 Uncorrected SS 7029021 Corrected SS 2584205.41 Coeff Variation 76.265631 Std Error

119. Maskedstats Nrd 2015 Hospital (pdf file)
     hcup-us.ahrq.gov/db/nation/nrd/stats/MaskedStats_NRD_2015_Hospital.PDF
     January 01, 2015 - Kurtosis 6.48191902 Uncorrected SS 1.21451E15 Corrected SS 7.30946E14 Coeff Variation 122.97218 Std Error … Kurtosis 3.77418444 Uncorrected SS 32138462 Corrected SS 15466800.6 Coeff Variation 96.3390949 Std Error … Kurtosis 4.41312056 Uncorrected SS 3.11585E14 Corrected SS 1.86335E14 Coeff Variation 121.99684 Std Error … Kurtosis 1.37062065 Uncorrected SS 6784989 Corrected SS 2531200.39 Coeff Variation 77.1555321 Std Error

120. Maskedstats Nrd 2017 Hospital (pdf file)
     hcup-us.ahrq.gov/db/nation/nrd/stats/MaskedStats_NRD_2017_Hospital.PDF
     January 01, 2017 - Kurtosis 6.10336792 Uncorrected SS 1.48427E15 Corrected SS 9.19107E14 Coeff Variation 127.551377 Std Error … Kurtosis 1.08595774 Uncorrected SS 21867300 Corrected SS 7710014.89 Coeff Variation 73.8118557 Std Error … Kurtosis 3.83765729 Uncorrected SS 3.71532E14 Corrected SS 2.23796E14 Coeff Variation 123.104109 Std Error … Kurtosis 2.54356787 Uncorrected SS 5786238 Corrected SS 1817001.8 Coeff Variation 67.6725765 Std Error