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Topic: Deming regression


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In the News (Fri 25 Dec 09)

  
  Deming regression - Wikipedia, the free encyclopedia
Deming regression is a method of linear regression that finds a line of best fit for a set of related data.
If both sets of data contained error, for instance the relationship between concentrations of two substances in blood, Deming regression would be more appropriate.
The disadvantage with Deming regression, is that it is mathematically more complex to do.
en.wikipedia.org /wiki/Deming_regression   (156 words)

  
 Figures   (Site not responding. Last check: 2007-10-26)
Deming regression analysis of all data points gave a slope of 0.99 ± 0.03, an intercept of 0.35 ± 0.20, Sy/x = 0.62, and r = 0.991.
Deming regression analysis of all data points gave a slope of 0.96 ± 0.04, an intercept of 0.03 ± 0.05, S
D, The mean difference is 0.01 mg/L, and 2 SD is 0.30 mg/L. A and C, Solid lines indicate the Deming regression lines; dashed lines indicate x = y.
www.medscape.com /content/2003/00/45/32/453274/453274_fig.html   (154 words)

  
 Deming regression -- Facts, Info, and Encyclopedia article   (Site not responding. Last check: 2007-10-26)
Deming regression is a method of (The relation between variables when the regression equation is linear: e.g., y = ax + b) linear regression that finds a line of best fit for a set of related data.
This means doing the calculations, either on paper, or by writing a formula for a (A screen-oriented interactive program enabling a user to lay out financial data on the screen) spreadsheet, are more difficult.
The Deming regression is named after (additional info and facts about W. Edwards Deming) W.
www.absoluteastronomy.com /encyclopedia/D/De/Deming_regression.htm   (184 words)

  
 WesTgard ® Quality Corporation © 1999: MV - The FAQs
Regression statistics can provide estimates of these components of systematic error by the y-intercept and slope, as well as estimation of the overall systematic error or bias at any decision level concentration of interest by calculation from the regression equation.
Regression statistics are preferred over t-test statistics in order to calculate the systematic error at any decision level, as well as getting estimates of the proportional and constant components of systematic error.
In Deming regression, the errors between methods are assigned to both methods in proportion to the variances of the methods.
www.westgard.com /quest11.htm   (2567 words)

  
 ASQ Discussion Boards
Deming was never very pleased with the NBQA, I understand, and accoring to Juran's book, "Architecht of Quality", perhaps the reasons had to do with the designers of the NBQA never quite understood the Deming philosophy.
Deming was very keen on external motivation, I believe, thinking that quality came from the inside.
Deming did not draw the boxes and arrows, as far as they are not required.
www.asq.org /discussionBoards/thread.jspa?messageID=21131   (8029 words)

  
 Deming regression   (Site not responding. Last check: 2007-10-26)
Deming regression is a method of linearregression that finds a line of best fit for a set of related data.
It differs from simple linear regression in that itaccounts for error in both the 'x' and the 'y'-axis.
For instance, if the x-axis data is known to have no error, but the y data does, (such as a population estimate (y), at aknown time (x)), simple linear regression would work.
www.therfcc.org /deming-regression-218059.html   (141 words)

  
 Gibson D. Lewis Center for Business and Economic Development
Deming is credited with institutionalizing a system of strategic manfacturing which is responsible for the formidable Japanese presence in the world market (Yoshida 1989).
Dr. Deming's principles were based on the premise that most product defects resulted from management shortcomings rather than careless workers, and the inspection after the fact was inferior to designing processes that would produce better quality (Yates 1992).
Deming's management principles were believed to help enhance morale and job satisfaction; to contribute to organizational goals of increased productivity, reduced costs; and to improve the quality of the operation and the products.
www.shsu.edu /~coba/jbs/vol12/no1/12-1-6.htm   (3892 words)

  
 Westgard Quality Corporation © 1999, A word from JOW: Points of Care in using statistics in Method-Comparison ...
In the November 1998 issue of Clinical Chemistry, Stockl, Dewitte, and Thienpont (1) provide an interesting discussion of linear regression techniques in method-comparison studies, pointing out that the quality of the data may be more important than the quality of the regression technique (e.g., ordinary linear regression vs Deming regression vs Passing-Bablock regression).
Different regression techniques may be appropriate, depending on the characteristics of the data - particularly the analytical range that is covered relative to the test values that are critical for medical applications.
Note that these regression techniques are not standard in ordinary statistics programs, but they are available in special programs designed for laboratory method evaluation studies.
www.westgard.com /essay19.htm   (2505 words)

  
 The Deming Cooperative - Books and Articles
Dr. Deming recognized the importance of Shewhart's work and made sure that it was brought to the attention of influential statisticians.
Deming was greatly influenced by Lewis's writings about the relationship between information, experience, theory and knowledge.
Deming edited this book of four lectures delivered by Shewhart to the Graduate School of the Department of Agriculture in 1938.
www.deming.edu /BA/BARecommended.html   (1383 words)

  
 Validity of linear regression in method comparison studies: is it limited by the statistical model or the quality of ...
Validity of linear regression in method comparison studies: is it limited by the statistical model or the quality of the analytical input data?
Regression data from method comparison for serum estradiol-17ß measurement: isotope dilution gas chromatography–mass spectrometry reference method (x) and routine immunoassays (y).
Linnet K. Performance of Deming regression analysis in case of misspecified analytical error ratio in method comparison studies.
www.clinchem.org /cgi/content/full/44/11/2340   (3319 words)

  
 Deming Web Site - Blomquist Article
To quote Deming: "Our aim in production should be to improve the process to the point where its distribution is so narrow, the specifications are lost beyond the horizon." That is, we should learn enough about our processes to be able to set process target nominals such that the variation around those nominals is minimal.
It also has somewhat diminished the impact of the Deming objective by translating its goals so that it is expressed in terms of parts per million defects, rather than minimized variation around the target.
Just as scatter plot techniques were used long before regression and other statistical methods were devised, so also the intuitive interpretation of those scatter plots can be made to discover the nature of variation transmission without sophisticated solutions.
deming.ces.clemson.edu /pub/den/deming_blomquist1.htm   (3519 words)

  
 Passing-Bablok regression - MedCalc manual   (Site not responding. Last check: 2007-10-26)
Passing and Bablok (1983) have described a linear regression procedure with no special assumptions regarding the distribution of the samples and the measurement errors.
The result does not depend on the assignment of the methods (or instruments) to X and Y. The slope B and intercept A are calculated with their 95% confidence interval.
The regression equation: the regression equation with the calculated values for A and B according to Passing and Bablok (1983)
www.medcalc.be /manual/mpage06-12b.php   (435 words)

  
 Curve fitting   (Site not responding. Last check: 2007-10-26)
Regression lines are used to graphically display trends in data and to analyze problems of prediction.
You can extend a regression line in a chart beyond the actual data to predict future values.
It fits a polynomial line assuming equal experimental errors in both U and V. In contrast, ordinary regression assumes that the U values are known precisely and all the experimental error is in V. The calculations require that U and V are in the same units.
www.uniphiz.com /findgraph/online_help/source/func.htm   (1242 words)

  
 Deming regression - Encyclopedia, History, Geography and Biography   (Site not responding. Last check: 2007-10-26)
Deming regression - Encyclopedia, History, Geography and Biography
This page was last modified 22:02, 8 Mar 2005.
This encyclopedia, history, geography and biography article about Deming regression contains research on
www.arikah.net /encyclopedia/Deming_regression   (184 words)

  
 TTN On-Line Edition for January 1994
Deming introduced the idea of "statist- ical quality control" to Japanese production teams.
His management theories were so effective for the Japanese, that they named their most-coveted annual quality improvement award the "Deming Prize".
Deming include: "New Economics for Industrial Government" and "Out of the Crisis", both of which are published by the Massachusetts Insti- tute of Technology, Center for Advanced Engineering Study, Cambridge, MA.
www.soft.com /News/TTN-Online/ttnjan94.html   (1741 words)

  
 Graduate Certificate in Laboratory Quality Management-Data Analysis Toolkit
For inaccuracy or systematic error, regression statistics are used along with a comparison plot, or t-test statistics are used together with a difference plot.
Linear regression statistics may be used along with a comparison plot, or t-test statistics may be used along with a difference plot.
The regression statistics that should be calculated are the slope (b) and y-intercept of the line (a), the standard deviation of the points about that line (s
www.cls.wisc.edu /examp/mvtools.html   (2598 words)

  
 Deming regression - MedCalc manual
Whereas the ordinary linear regression method assumes that only the Y measurements are associated with random measurement errors, the Deming method takes measurement errors for both methods into account.
Variance ratio: this is the ratio of the measurement errors of X and Y. The regression equation, Intercept and Slope with 95% confidence interval
If the hypothesis is rejected, then it is concluded that B is significant different from 1 and there is at least a proportional difference between the two methods.
www.medcalc.be /manual/deming.php   (397 words)

  
 regression
The phenomenon by which the sea retreats, or regresses, as a consequence of lowering sea level.
The phenomenon that, when two related variables are measured, the expected value of the second is closer to the mean than the measured value of the first.
A method where the mean of one or more random variables is predicted conditioned on other (measured) random variables.
www.fact-library.com /regression.html   (163 words)

  
 Archives of Pathology & Laboratory Medicine: Evaluation of a Dimeric Inhibin-A Assay for Assessing Fetal Down ...
Regressed inhibin-A medians were calculated employing a second-degree polynomial fit of the arithmetic medians.
A plot of the arithmetic median DIA concentration versus GA week completed was constructed for weeks 15 to 20, and the regressed DIA values were determined using a second-degree polynomial fit of the data.
Data analysis was performed by Deming regression, plotting the new lot results versus the old.
findarticles.com /p/articles/mi_qa3725/is_200404/ai_n9396729   (1311 words)

  
 SAS-L archives -- June 2002, week 2 (#190)
Deming regression is really just a measurement-error model where you apportion the measurement error based on a proportional- variance assumption.
As a result, Deming regression doesn't always do the best job possible.
If you have prior measurement error estimates, so you know that Deming regression is appropriate, then I would think that you could just as easily do this using PROC CALIS.
www.listserv.uga.edu /cgi-bin/wa?A2=ind0206B&L=sas-l&D=0&P=20891   (192 words)

  
 Deming or Regular Linear Regression
For many clinical chemistry procedures R is greater than 0.995, and there is very little difference between Regular and Deming Regression.
However, for analytes such as electrolytes and many hematology parameters (especially the white cells), R can easily be less than 0.95, and sometimes in the range of 0.2 to 0.8.
The Regular Regression statistics make it easier for the user to verify the slope and intercept, while the Deming statistics give a more accurate statistical description of the data.
www.dgrhoads.com /deming.shtml   (289 words)

  
 Method comparison & analytical accuracy statistical software
Passing-Bablok regression to quantify the agreement (or accuracy) between 2 methods.
Deming regression to quantify the agreement (or accuracy) between 2 methods.
orthogonal regression algorithm suitable when imprecision present in both methods.
www.analyse-it.com /products/clinical/method-comparison.htm   (136 words)

  
 deming economy Resources
Deming went to Japan with his ideas about continually improving processes and services to help that nation rebuild its economy...
There was not a serious decline in Deming's economy following World War II as there had been after WW I. Deming's industry and farming grew and its population increased to its present...
Deming regression Deming regression is a method of linear regression that finds a line of best fit for a set of related data.
www.spc-infosource.com /directory/deming-economy.html   (870 words)

  
 Performance of Deming regression analysis in case of misspecified analytical error ratio in method comparison studies ...
Performance of Deming regression analysis in case of misspecified analytical error ratio in method comparison studies
Bias for OLR analysis and Deming regression analysis as a function of the analytical SD ratio.
Deming regression analysis was carried out assuming proportional
www.clinchem.org /cgi/content/full/44/5/1024   (2981 words)

  
 Quantitative Methods Articles
On the use of regression and verbal protocol analysis in modeling analysts' behavior in an unstructured task environment: A methodological note.
Testing contingency hypotheses in budgetary research: An evaluation of the use of moderated regression analysis.
Jensen, R. multiple regression model for cost control - Assumptions and limitations.
www.maaw.info /QuantitativeMethodsArticles.htm   (2271 words)

  
 AACC - Clinical Chemistry Journal   (Site not responding. Last check: 2007-10-26)
Data for these studies should be subjected to linear regression analysis (if a linear response is obtained) and should include the slope, intercept, standard error of estimate (standard deviation about the regression line), and the standard deviations of the slope and intercept.
A program to perform Deming regression is available on-line as a supplement from this journal (12).
General Deming regression for estimating systematic bias and its confidence interval in method-comparison studies.
www.aacc.org /ccj/infoauth.stm   (4040 words)

  
 General Deming Regression for Estimating Systematic Bias and Its Confidence Interval in Method-Comparison Studies -- ...
General Deming Regression for Estimating Systematic Bias and Its Confidence Interval in Method-Comparison Studies -- Martin 46 (1): 100 -- Clinical Chemistry
Deming regression is the term used in laboratory medicine to
as "constant CV Deming regression", although it is not precisely
www.clinchem.org /cgi/content/full/46/1/100   (2242 words)

  
 [No title]   (Site not responding. Last check: 2007-10-26)
Time1312 6.A.(5) If you use time of day as a variable in a regression equation, you should first transform them to indicator variables.
The main point of Deming’s “funnel experiment” is A.
The central point of Deming’s philosophy, and that of quality control in general, is to A.
www2.tltc.ttu.edu /isqs5345/images/OldFinal4.DOC   (1004 words)

  
 Порака sci.stat.consult:5317   (Site not responding. Last check: 2007-10-26)
John Uebersax wrote: > I have two questions about Deming regression, "a regression model that > minimizes the perpendicular distances from data points to the fitted > line." > > 1.
According to the SAS website, you can estimate Deming regression > using the SAS OR package (which is an extra module), or using > PROC CALIS.
As I said ealier, to get an orthogonal regression, you can use PROC PRINCOMP along with the method shown in Chapter 15 of Jackson, J. (1991) "A User's Guide To Principal Components", John Wiley and Sons, New York.
www.macedonia.eu.org /scripts/dnewsweb.exe?cmd=article&group=sci.stat.consult&item=5317&utag=   (192 words)

  
 Evaluation of the COBAS Amplicor HBV Monitor Assay and Comparison with the Ultrasensitive HBV Hybrid Capture 2 Assay ...
DNA copies/ml by Amplicor assay and a qualitative PCR assay.
Deming regression comparison of Digene HC2 assay and COBAS Amplicor HBV Monitor assay.
Deming regression comparison of samples run undiluted and diluted in the COBAS Amplicor HBV Monitor assay (Amplicor).
jcm.asm.org /cgi/content/full/43/2/596   (5881 words)

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