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It includes a variance and ANOVA framework with and without the Operator*Part interaction, interpreted via degrees of freedom, sums of squares, mean squares, F statistics, and p-values. The output quantifies gage R&R, repeatability, reproducibility, operator effects, and part-to-part variation, compares results to AIAG acceptance guidelines, and summarizes distinct category capability (NDC), spread usage by standard deviation, and control chart behavior.",{"@graph":63,"@context":118},[64,80,101],{"@type":65,"itemListElement":66},"BreadcrumbList",[67,71,74,77],{"item":68,"name":69,"@type":70,"position":9},"https://docshare.wps.com","Home","ListItem",{"item":72,"name":10,"@type":70,"position":73},"https://docshare.wps.com/template/",2,{"item":75,"name":11,"@type":70,"position":76},"https://docshare.wps.com/template/presentations/",3,{"item":78,"name":59,"@type":70,"position":79},"https://docshare.wps.com/template/gage-rr-anova-report-example-output-description/252716/",4,{"url":78,"name":59,"@type":81,"image":82,"author":87,"headline":59,"publisher":90,"fileFormat":93,"inLanguage":57,"description":61,"dateModified":94,"datePublished":95,"encodingFormat":93,"isAccessibleForFree":96,"interactionStatistic":97},"DigitalDocument",{"url":83,"@type":84,"width":85,"height":86},"https://docshare.wps.com/thumbnails/gage-rr-anova-report-example-output-description/252716.png","ImageObject",442,249,{"name":88,"@type":89},"Fahsai","Person",{"url":68,"name":91,"@type":92},"DocShare","Organization","application/pdf","2026-10-21","2026-09-13",true,{"@type":98,"interactionType":99,"userInteractionCount":30},"InteractionCounter",{"@type":100},"ViewAction",{"@type":102,"mainEntity":103},"FAQPage",[104,110,114],{"name":105,"@type":106,"acceptedAnswer":107},"What do p-values indicate in the ANOVA tables for this Gage R&R analysis?","Question",{"text":108,"@type":109},"p-values indicate whether each source of variation is statistically significant. Values below the significance level alpha=0.05 are treated as significant, and interaction terms are removed if their p-value exceeds the user-entered alpha.","Answer",{"name":111,"@type":106,"acceptedAnswer":112},"How are variance and % contribution computed in the report?",{"text":113,"@type":109},"Each source’s variance is calculated and converted into % contribution relative to total variance. Total variance is tied to the process sigma input when provided; otherwise, it is derived from the study parts used.",{"name":115,"@type":106,"acceptedAnswer":116},"How does the report judge whether the measurement system is acceptable?",{"text":117,"@type":109},"It applies AIAG guidelines using % Gage R&R thresholds. For example, lower % indicates acceptance, mid-range may be acceptable for some applications, and higher % indicates the system is not acceptable.","https://schema.org",{"og:url":78,"og:type":120,"og:title":59,"og:site_name":91,"og:description":61},"article",{"robots":122,"canonical":78},"index,follow",{"doc_id":124,"site_id":56},252716,1791739169,{"code":4,"msg":5,"data":127},{"doc_id":124,"user_id":128,"nickname":88,"user_avatar":129,"doc_module":9,"category_id":8,"category_name":11,"doc_title":59,"doc_description":61,"doc_content":130,"file_id":131,"file_url":132,"file_type":133,"file_size":134,"view_count":30,"is_deleted":4,"is_public":9,"is_downloadable":9,"audit_status":9,"page_count":47,"language":135,"language_code":57,"site_id":56,"html_lang":57,"table_of_contents":136,"faqs":137,"seo_title":138,"seo_description":61,"update_tm":139,"read_time":73},549768702563,"https://ap-avatar.wpscdn.com/avatar/8000c4aa63b76e948b?x-image-process=image/resize,m_fixed,w_180,h_180&k=1786536092046926083","Report Example: Gage R&R ANOVA Report  \nDate: 7/18/2018 Process Sigma: 2.5  \nGage: My Gage USL: 3  \nCharacteristic: Length LSL: -3  \nOperators: 3 Analyzed by: Bill  \nParts: 10  \nTrials: 3  \nANOVA Table with Interaction  \nSource  \nPart Operator  \nOperator*Part Repeatability Total  \ndf  \n9 2  \n18  \n60  \n89  \nSS  \n88.36 3.167 0.359 2.759  \n94.65  \nMS  \n9.818 1.584 0.0199  \n0.0460  \nF  \n492.291  \n79.406  \n0.434  \np Value  \n0.000 0.000  \n0.974  \nSource: the source of the variation.  \ndf (degrees of freedom): a measure of how much information you have for each SS.  \nSS (sum of squares): a measure of variation of squared deviations around an average.  \nMS (mean square): estimate of the variance for the source based on the degrees of freedom.  \nF: the statistic is used to determine whether the sources of variation are statistically significant. p-value: is the probability that the source of variation is not statistically significant.  \nSources with low p values have a statistically significant impact on the results. Red p values are less than 0.05.  \nSignificance level (alpha) to remove interaction term = 0.05.  \nOperator*Part interaction is not significant and is removed in the calculations below.  \nANOVA Table without Interaction  \nSource  \nPart Operator Repeatability Total  \ndf  \n9 2  \n78  \n89  \nSS  \n88.36 3.167 3.118  \n94.65  \nMS  \n9.818 1.584  \n0.0400  \nF  \n245.614  \n39.617  \np Value  \n0.000  \n0.000  \n% Contribution Based on Variance  \nSource Variance % Contribution  \nGage R&R 0.0914 1.46%   \nRepeatability 0.0400 0.64%  \nReproducibility 0.0515 0.82%  \nOperator 0.0515 0.82%  \nPart-to-Part 6.159 98.54%  \nTotal Variance 6.250 100.00%  \nTable provides the % variance due to each source based on the total variance.  \nTotal variance based on process sigma entered by user.  \nAIAG Guidelines for Gage R&R:  \n% Gage R&R& \u003C 1%: measurement system is acceptable.  \n % Gage R&R 1% to 9%: measurement system may be acceptable for some applications.   \n% Gage R&R > 9%: measurement system is not acceptable.  \nDescription of Output  \nPrint out of information entered by the user  \nThe Analysis of Variance table is given; the sources are defined below the table. The column to focus on is the p Value column. Values less than 0.05 are considered statistically significant and are turned red. This table includes the interaction term (Operator*Part)  \nIf the p value for the interaction term is greater than the value entered by the user, it is removed from the calculations.  \nIf the interaction term is removed from the calculations, the Analysis of Variance table is remade without the interaction term.  \nEach source's variance is calculated and the % contribution of each source is determined. The % contribution is the % of the total variance.  \nIf the process sigma is entered by the user, it is used to determine the total variance. If not, the parts used in the study are used to determine the total variance.  \nAIAG guidelines are used to determine if the measurement system is acceptable.  \n% Based on Standard Deviation  \nSource  \nGage R&R Repeatability Reproducibility Operator  \nOperator*Part Part-to-Part Total Variation  \nStandard Deviation  \n(SD)  \n0.302 0.200 0.227 0.227  \n2.482 2.500  \nStudy Var (6SD)  \n1.814 1.200 1.361 1.361  \n14.89 15.00  \nTable gives the % of spread consumed by each source based on the total variation. Total variation based on process sigma entered by user.  \nAIAG Guidelines for Gage R&R:  \n% Gage R&R& \u003C 10%: measurement system is acceptable.  \n% Gage R&R 10% to 30%: measurement system may be acceptable for some applications.% Gage R&R > 30%: measurement system is not acceptable.  \nThe standard deviation from each source is calculated. The study variation is calculated as 6 times the standard deviation. The % of total study variation is calculated for each source.  \nIf the process sigma is entered by the user, it is used for the total variation standard deviation. If not, the parts used in the study are used to determine the total v","cbCaiceICwKgSViu","https://ap.wps.com/l/cbCaiceICwKgSViu","pdf",802340,"English","# ANOVA Table (with interaction)\n## ANOVA Table (without interaction)\n# Variance contribution summary\n## % Based on Standard Deviation\n# AIAG acceptance guidelines\n## Number of Distinct Categories (NDC)\n# Variance Components and Control Charts\n## Operator-Part control charts","[{\"question\":\"What do p-values indicate in the ANOVA tables for this Gage R\\u0026R analysis?\",\"answer\":\"p-values indicate whether each source of variation is statistically significant. Values below the significance level alpha=0.05 are treated as significant, and interaction terms are removed if their p-value exceeds the user-entered alpha.\"},{\"question\":\"How are variance and % contribution computed in the report?\",\"answer\":\"Each source’s variance is calculated and converted into % contribution relative to total variance. Total variance is tied to the process sigma input when provided; otherwise, it is derived from the study parts used.\"},{\"question\":\"How does the report judge whether the measurement system is acceptable?\",\"answer\":\"It applies AIAG guidelines using % Gage R\\u0026R thresholds. For example, lower % indicates acceptance, mid-range may be acceptable for some applications, and higher % indicates the system is not acceptable.\"}]","Gage R&R ANOVA Report - Example Output Description | PDF",1789262633]