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1. Methodology Report #16 (doc file)
   meps.ahrq.gov/data_files/publications/mr16/mr16_formula_tag.doc
   April 11, 2008 - equals (variance of state estimate minus co-variance of synthetic estimate and state estimate) divides … by (variance of state estimate plus variance of synthetic estimate minus two times co-variance of synthetic … estimate and state estimate plus squared value of bias) Formula3 (page 7 in the PDF file): Alternate … co-variance of synthetic estimate and state estimate Formula5 (page 8 in the PDF file): Alternate … minus state estimate equals to the variance of synthetic estimate and state estimate then plus squared

2. Precision standards guidelines for reporting MEPS-HC descriptive statistics
   meps.ahrq.gov/survey_comp/precision_guidelines.shtml
   Relative Standard Error (RSE = SE/Estimate) RSE > .50: Estimate should not be reported or displayed … RSE < .30: Estimate is deemed precise and can be reported with no *. B.   … Relative Standard Error (RSE = SE/Estimate) RSE > .50: Do not report estimate if upper bound of 95% … confidence interval for the estimate is > 10%. … For example, the RSE for an estimate of 2% with an SE of 1 percentage point is 0.5. 

3. Some Relationships and Possible Models for State Estimates from the Medical Expenditure Panel Survey, Household Component (pdf file)
   meps.ahrq.gov/data_files/publications/workingpapers/wp_06007.pdf
   November 01, 2006 - If in the 11th year the estimate one had an estimate with an rse of 30%, one might feel that a better … estimate for the year for the state would be the national estimate or an estimate that moved the sample … estimate closer to the national estimate for the year … could be made and combined with the direct estimate to improve upon the direct estimate. … past state estimates to the national estimate and multiply by the current national estimate.

4. Chartbook #27: MEPS Insurance Component Chartbook 2022
   meps.ahrq.gov/data_files/publications/cb27/cb27a.shtml
   January 01, 2022 - Note: * indicates the estimate is statistically different from the previous year at p < 0.05 … Note: * indicates the estimate is statistically different from the previous year at p < 0.05 … Note: * indicates the estimate is statistically different from the previous year at p < 0.05 … Note: * indicates the estimate is statistically different from the previous year at p < 0.05 … Note that the standard error on the national estimate of $7,322 is $21.99.

5. STATISTICAL BRIEF #353: Dental Expenditures in the 10 Largest States, 2008
   meps.ahrq.gov/data_files/publications/st353/draft/stat353.shtml
   December 01, 2011 - different from the U.S. estimate at the .05 level of significance are noted in the text. … Due to the difference in their sampling errors, an estimate in one state which is closer to the U.S. … estimate may be significantly different while an estimate in another state which is further from the … U.S. estimate may not be significantly different. … Sampling variance The sampling variance of an estimate measures the uncertainty about the estimate

6. STATISTICAL BRIEF #353: Dental Expenditures in the 10 Largest States, 2008
   meps.ahrq.gov/data_files/publications/st353/stat353.shtml
   December 01, 2011 - different from the U.S. estimate at the .05 level of significance are noted in the text. … Due to the difference in their sampling errors, an estimate in one state which is closer to the U.S. … estimate may be significantly different while an estimate in another state which is further from the … U.S. estimate may not be significantly different. … Sampling variance The sampling variance of an estimate measures the uncertainty about the estimate due

7. STATISTICAL BRIEF #351: Prescription Drug Expenditures in the 10 Largest States, 2008
   meps.ahrq.gov/data_files/publications/st351/stat351.shtml
   December 01, 2011 - different from the U.S. estimate at the .05 level of significance are noted in the text. … Due to the difference in their sampling errors, an estimate in one state which is closer to the U.S. … estimate may be significantly different while an estimate in another state which is further from the … U.S. estimate may not be significantly different. … Sampling variance The sampling variance of an estimate measures the uncertainty about the estimate due

8. STATISTICAL BRIEF #351: Prescription Drug Expenditures in the 10 Largest States, 2008
   meps.ahrq.gov/data_files/publications/st351/draft/stat351.shtml
   December 01, 2011 - different from the U.S. estimate at the .05 level of significance are noted in the text. … Due to the difference in their sampling errors, an estimate in one state which is closer to the U.S. … estimate may be significantly different while an estimate in another state which is further from the … U.S. estimate may not be significantly different. … Sampling variance The sampling variance of an estimate measures the uncertainty about the estimate

9. Methodology Report #16 (doc file)
   meps.ahrq.gov/data_files/publications/mr21/mr21_formula_tag.doc
   April 11, 2008 - Methodology Report #16 Methodology Report #21 Formula1 (page 1 in the PDF file): Alternate tag = The estimate … of weight of each respondent in group 2)) Formula2 (page 1 in the PDF file): Alternate tag = The estimate … group equals sum of weight for that group Formula5 (page 2 in the PDF file): Alternate tag = The estimate … the estimated census total for that group Formula7 (page 2 in the PDF file): Alternate tag = The estimate … divides by sum of census total for each cell Formula8 (page 3 in the PDF file): Alternate tag = The estimate

10. Precision Standards Guidelines for Reporting MEPS-IC Descriptive Statistics
    meps.ahrq.gov/survey_comp/ic_precision_guidelines.shtml
    standards as well as relative standard error (RSE) standards, where the relative standard error of an estimate … is defined as the standard error of the estimate divided by that estimate: For all estimates except … For example, the RSE for an estimate of 2% with an SE of 1 percentage point is .50. … However, if the estimate had been 50% with an RSE of .50, then the 95% confidence interval would span … Table Footnotes: * Figure does not meet standard of reliability or precision (i.e., RSE ≥0.30). -- Estimate

11. Comparison of Variance Estimates Using Random Group and Taylor Series Methods in MEPS-IC (pdf file)
    meps.ahrq.gov/data_stats/Comparison_of_Variance_MEPS-IC.pdf
    July 01, 2013 - The random group estimator for the variance of an estimate, , is then computed as where 𝑘𝑘 is … the number of random groups, is the estimate based on the entire sample, and is the estimate based … The SE estimate under the RG method is less stable when the sample size is smaller. … RG method is higher than the RSE estimate under the TS method. … For 55% of all estimates, the RSE estimate under the RG method is higher than the RSE estimate under

12. STATISTICAL BRIEF #352: Estimates of Health Care Expenditures for the 10 Largest States, 2008
    meps.ahrq.gov/data_files/publications/st352/stat352.shtml
    December 01, 2011 - The percentage of health care expenses paid by private insurance was higher than the national estimate … different from the U.S. estimate at the .05 level of significance are noted in the text. … estimate may be significantly different while an estimate in another state which is further from the … U.S. estimate may not be significantly different. … Sampling variance The sampling variance of an estimate measures the uncertainty about the estimate due

13. STATISTICAL BRIEF #352: Estimates of Health Care Expenditures for the 10 Largest States, 2008
    meps.ahrq.gov/data_files/publications/st352/draft/stat352.shtml
    December 01, 2011 - The percentage of health care expenses paid by private insurance was higher than the national estimate … different from the U.S. estimate at the .05 level of significance are noted in the text. … estimate may be significantly different while an estimate in another state which is further from the … U.S. estimate may not be significantly different. … Sampling variance The sampling variance of an estimate measures the uncertainty about the estimate

14. Wp 05011 Replaced (pdf file)
    meps.ahrq.gov/data_files/publications/workingpapers/wp_05011_replaced.pdf
    March 01, 2005 - In this case the sample estimate for a larger geographic area was chosen as the synthetic estimate and … the state estimate as the direct estimate. … Under these conditions assuming that the state estimate is an unbiased estimate of the state value, … However, this is an unstable estimate. … Because the value of w is an estimate, the sample estimate of this variance is only an estimate of the

15. Wp Mar2005 Js (pdf file)
    meps.ahrq.gov/data_files/publications/workingpapers/OLD_WorkingPapers/wp_mar2005_js.pdf
    March 01, 2005 - In this case the sample estimate for a larger geographic area was chosen as the synthetic estimate and … the state estimate as the direct estimate. … Under these conditions assuming that the state estimate is an unbiased estimate of the state value, … However, this is an unstable estimate. … Because the value of w is an estimate, the sample estimate of this variance is only an estimate of the

16. Working Paper #8001: Estimating the Cost of Illness: The Case of Diabetes (pdf file)
    meps.ahrq.gov/data_files/publications/workingpapers/wp_08001.pdf
    January 01, 2008 - We use the expenditure and medical conditions data to estimate the direct cost of diabetes. … Expenses for all of the event types except dental visits are used to estimate diabetes-attributable … The estimate of diabetes-attributable expenses is developed from the two-part model as follows. … and 7.9% for the two-part model estimate). … “Smearing Estimate: A Nonparametric Retransformation Method.”

17. Methodology Report #25: Relative Importance of Poverty and Education in MEPS Weighting Adjustment (pdf file)
    meps.ahrq.gov/data_files/publications/mr25/mr25.pdf
    August 01, 2011 - If the preliminary or the alternative estimate is considered biased compared to the final estimate, … estimate. … estimate is $4,399, and the education adjusted 17 estimate is $4,399.7. … (education-adjusted) Insurance status on 12/31/07 Estimate (SE0) Estimate (SE1) diff1 diff/ SE1 … (education-adjusted) Use and expense variables Estimate (SE0) Estimate (SE1) diff1 diff/ SE1

18. Wp 12005 (pdf file)
    meps.ahrq.gov/data_files/publications/workingpapers/wp_12005.pdf
    August 01, 2012 - estimate. … to the benchmark estimate ($3,778) than the unadjusted estimate ($3,824). … estimate ($5,112). … , the adjusted estimate is usually 22    closer to the benchmark estimate. … to the benchmark estimate of $1,271 than the unadjusted estimate of $1,517.

19. Methodology Report #14: Estimation of Expenditures and Enrollments for Employer-Sponsored Health Insurance
    meps.ahrq.gov/data_files/publications/mr14/mr14.shtml
    March 01, 2003 - of the total number of establishments that offer health insurance divided by the estimate … Each estimate is made by taking the sum over all plans within the establishment or government … Under these conditions, the weighted sum of the prorated enrollments is an unbiased estimate of … for 1998 is a better estimate.  … The estimate for 1998 was $10 billion.

20. Pre-COVID-19 Retail Use and Expenditures for Drugs That Were Subsequently Used to Treat COVID-19 (pdf file)
    meps.ahrq.gov/data_files/publications/rf49/rf49.pdf
    December 04, 2020 - In addition, we estimate the percent distribution of the conditions associated with each COVID-19-relevant … SE Estimate SE Estimate SE Estimate SE Estimate SE ALL 5.33 0.11 4.37 0.09 1.28 0.05 0.21 0.02 … SE Estimate SE Estimate SE Estimate SE Estimate SE Medicare and Public 13.00 0.84 4.17 0.47 7.48 … SE Estimate SE Estimate SE Estimate SE Estimate SE Estimate SE ALL 0.10 0.01 0.34 0.02 0.98 0.03 0.94 … SE Estimate SE Estimate SE Estimate SE Estimate SE Estimate SE Medicare and Public 0.11 0.06* 0.45