endobj 0 g >> �������YV4A�Lf��b,�;��8�v�>9H��r�Y+�d��������M,3����׊R���9��ęI�$���H�c#���Ծ:�@-@��m�`h��2� ���8|�m��L��`7���SW���]���+�~_��� >> /Filter /FlateDecode /Parent 1 0 R /Resources << >> /MediaBox [ 0 0 430 784.65000 ] /Type /Annot >> << >> <003900370038002d0031002d003100300038002d00340031003500330039002d00320020201400200052006f0062007500730074006e00650073007300200054006500730074007300200066006f00720020005100750061006e00740069007400610074006900760065002000520065007300650061007200630068> Tj Robustness Tests for Quantitative Research by Eric Neumayer and Publisher Cambridge University Press. << >> Q >> /Contents 99 0 R 141.73000 742.13000 m /Rect [ 17.01000 21.01000 191.50000 13.01000 ] >> /Parent 1 0 R >> ] Robustness Tests for Quantitative Research || The Logic of Robustness Testing Author: Neumayer, Eric Plumper, Thomas Issue Date: 2017 Page: 23-33. Save up to 80% by choosing the eTextbook option for ISBN: 9781108244121, 1108244122. /Border [ 0 0 0 ] 2 0 obj >> /Rect [ 17.01000 693.69000 81.07000 685.69000 ] 17 0 obj 3 0 obj /A << Q >> /Parent 1 0 R /A << /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] >> ] /Type /Annot #�HL8i·'|�/ތG�{Z�!��ƣ���a�/l�����;�/��+�Z�xu�#�����?���� A Quantitative Test for the Robustness of Graspless Manipulation Yusuke MAEDA Dept. /Resources << 3 0 obj /Type /Catalog /F1 46 0 R /XObject << Cambridge Core - Research Methods in Sociology and Criminology - Robustness Tests for Quantitative Research - by Eric Neumayer. /Rect [ 17.01000 21.01000 191.50000 13.01000 ] /Border [ 0 0 0 ] endobj /A << /S /URI /F1 46 0 R >> << /S /URI q /ProcSet [ /PDF /Text ] /A << >> 1 1 1 RG ET 1 0 0 1 0 32.50000 cm >> /S /URI BT /Subtype /Link >> /I1 44 0 R /Subtype /Link q f /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /FormType 1 %���� /Font << S >> ] S /XObject << /pdfrw_0 77 0 R This highly accessible book presents the logic of robustness testing, provides an operational definition of robustness that can be applied in all quantitative research, and introduces readers to diverse types of robustness tests. /A << Robustness tests have become an integral part of research methodology. /Subtype /Link /A << Cambridge University Press 978-1-108-41539-2 — Robustness Tests for Quantitative Research Eric Neumayer, Thomas Plümper Frontmatter More Information Robustness Tests for Quantitative Research The uncertainty researchers face in specifying their estimation models … 15 0 obj /I1 44 0 R /A << /URI (www\056cambridge\056org\0579781108415392) For robustness check of my main model, can I use: 1) Standard linear 2sls model with a new binary exogenous variable of the endogenous binary independent variable? >> /Font << /Pages 1 0 R >> << >> >> /Font << >> >> /Font << 0.06500 0.37100 0.64200 RG >> /pdfrw_0 Do ET /XObject << /Type /Annot /Type /Page /Contents 130 0 R >> ] <00a900200069006e00200074006800690073002000770065006200200073006500720076006900630065002000430061006d00620072006900640067006500200055006e00690076006500720073006900740079002000500072006500730073> Tj >> Robustness testing allows researchers to explore the stability of estimates to alternative plausible model specifications. /Subtype /Link /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] BT >> /Font << /Border [ 0 0 0 ] 4 0 obj This highly accessible book presents the logic of robustness testing, provides an operational definition of robustness that can be applied in all quantitative research, and introduces readers to diverse types of robustness tests. /URI (www\056cambridge\056org\0579781108415392) >> Q << >> << >> /URI (www\056cambridge\056org\0579781108415392) –are the study arms equivalent in terms of the proportions << /Subtype /Link /URI (www\056cambridge\056org) << /URI (www\056cambridge\056org) /Annots [ << Testing the robustness of the likelihood-ratio test in a variance-component quantitative-trait loci-mapping procedure. /Type /Annot >> /Rect [ 17.01000 21.01000 191.50000 13.01000 ] >> /Annots [ << /Type /Annot /Type /Annot 20 0 obj 9 0 obj /URI (www\056cambridge\056org) 978-1-108-41539-2 — Robustness Tests for Quantitative Research. BT endobj >> ] Close this message to accept … /Producer (PyPDF2) >> /Annots [ << /F1 46 0 R /Border [ 0 0 0 ] /Rect [ 17.01000 693.69000 81.07000 685.69000 ] >> /BBox [ 0 0 430.87000 646.30000 ] /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] Heteroskedasticity is when the variance of the error term is related to one of the predictors in the model. endobj endstream /Subtype /Link dba8@columbia.edu /Border [ 0 0 0 ] /Rect [ 17.01000 693.69000 81.07000 685.69000 ] >> >> >> ] /Type /XObject /Subtype /Link 330.79000 13.47000 71.02000 -0.39000 re /Type /Annot endobj 0.57000 w Robustness Tests for Quantitative Research - by Eric Neumayer August 2017. Skip to main content Accessibility help We use cookies to distinguish you from other users and to provide you with a better experience on our websites. ET /Border [ 0 0 0 ] /Parent 1 0 R /Resources << /URI (www\056cambridge\056org) /Border [ 0 0 0 ] BT x��W]o�6}7���G�hX��'0�Ҭk�6i�m�=h����D����~�\:N�)xC�")��q���x�_�����_��M1��B��ѫ7�P���H��v�i߆;��_�Gǣ;Z�+��b�����v�Am���Ҧ��6� /Type /Annot /A << /Annots [ << >> ] endobj /A << /MediaBox [ 0 0 430 784.65000 ] /Rect [ 17.01000 693.69000 81.07000 685.69000 ] >> ] /Annots [ << /Resources << endobj /Kids [ 3 0 R 4 0 R 5 0 R 6 0 R 7 0 R 8 0 R 9 0 R 10 0 R 11 0 R 12 0 R 13 0 R 14 0 R 15 0 R 16 0 R ] /Rect [ 17.01000 21.01000 191.50000 13.01000 ] /Rect [ 17.01000 693.69000 81.07000 685.69000 ] /F1 46 0 R /Border [ 0 0 0 ] 430 31.18000 l 0.99000 w >> >> /Subtype /Link /Border [ 0 0 0 ] /Subtype /Link /Subtype /Link /MediaBox [ 0 0 430 784.65000 ] /S /URI >> Q endobj /Type /Page /Type /Page /Border [ 0 0 0 ] >> /pdfrw_0 19 0 R stream stream Or, 18 0 obj /Type /Pages >> 2 0 obj /Font << /Annots [ << /S /URI /pdfrw_0 136 0 R The jackknife robustness test is a structured permutation test that systematically excludes one or more observations from the estimation at a time until all observations have been excluded once. /Contents 58 0 R /URI (www\056cambridge\056org) 0 g /Rect [ 17.01000 693.69000 81.07000 685.69000 ] /Font << >> /Rect [ 17.01000 21.01000 191.50000 13.01000 ] 17.01000 731.22000 Td << 141.73000 784.65000 l /MediaBox [ 0 0 430 784.65000 ] /Border [ 0 0 0 ] /Border [ 0 0 0 ] /I1 44 0 R /URI (www\056cambridge\056org\0579781108415392) 10 0 obj /XObject << 19 0 obj /Border [ 0 0 0 ] /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /Matrix [ -1 0 0 -1 430.86600 646.29900 ] /Type /Page 0 679.77000 m /Border [ 0 0 0 ] <> This highly accessible book presents the logic of robustness testing, provides an operational definition of robustness that can be applied in all quantitative research, and introduces readers to diverse types of robustness tests. /pdfrw_0 54 0 R /Type /Annot /A << /Type /Annot /XObject << /Subtype /Link >> /Contents 18 0 R /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /Annots [ << ET <>/Font<>/Pattern<>/XObject<>/ProcSet[/PDF/Text/ImageB/ImageC/ImageI] >>/MediaBox[ 0 0 540 720] /Contents 4 0 R/Group<>/Tabs/S>> >> >> /I1 44 0 R /S /URI This book explains why robustness tests help researchers to deal with model uncertainty in quantitative research. /Rect [ 17.01000 693.69000 81.07000 685.69000 ] >> /MediaBox [ 0 0 430 784.65000 ] Robustness testing allows researchers to explore the stability of their main estimates to plausible variations in model specifications. << /Type /Page /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /Subtype /Link /Parent 1 0 R q /I1 44 0 R >> << >> Q /MediaBox [ 0 0 430 784.65000 ] /Type /Annot /A << /Type /Annot endobj 2 3 ... • Base the sample size calculation on a test of proportions. /URI (www\056cambridge\056org\0579781108415392) << /S /URI Q /Rect [ 17.01000 693.69000 81.07000 685.69000 ] 6 0 obj /Border [ 0 0 0 ] << S %PDF-1.5 /F1 46 0 R /S /URI >> << /pdfrw_0 121 0 R /XObject << <004d006f0072006500200049006e0066006f0072006d006100740069006f006e> Tj Author information: (1)Obesity Research Center, St. Luke's/Roosevelt Hospital, Columbia University College of Physicians & Surgeons, New York, NY, USA. >> BT >> /URI (www\056cambridge\056org\0579781108415392) /Font << /MediaBox [ 0 0 430 784.65000 ] 0.73700 0.74500 0.75300 rg << /S /URI >> /Rect [ 17.01000 693.69000 81.07000 685.69000 ] /XObject << Robustness in qualitative analysis is an analytical property of the qualitative test method, as in quantitative methods of analysis, rather than of the binary response, whose ultimate purpose is to define the experimental weakness of the qualitative method by defining what variables are critical to ensure the reliability of the responses. 17.01000 698.63000 Td /Subtype /Link Quantitative Approaches for Estimating Sample Size for Qualitative Research in COA ... Robustness and measurement saturation. endobj BT /Type /Annot /URI (www\056cambridge\056org\0579781108415392) It’s all a matter of degree; the point, as is often made here, is to model uncertainty, not dispel it. /Border [ 0 0 0 ] /Type /Annot /XObject << >> /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /Resources << /Rect [ 17.01000 21.01000 191.50000 13.01000 ] /Rect [ 17.01000 21.01000 191.50000 13.01000 ] 17.01000 13.90000 174.50000 -0.39000 re Cambridge University Press /Contents 120 0 R /Resources << /Contents 68 0 R /pdfrw_0 59 0 R >> The procedure proposed is based on selecting the critical variables and estimating reliability and false positive and false negative rates. /A << /Annots [ << << >> /S /URI /Type /Annot Q /I1 44 0 R Robustness tests offer the currently most promising answer to model uncertainty. >> /S /URI >> /Type /Annot >> << /Parent 1 0 R >> /Resources << /F1 46 0 R 13 0 obj /Subtype /Link However, little information is available on the performance of validated quantitative methods when tested in different instruments. /URI (www\056cambridge\056org) /F1 46 0 R >> /I1 44 0 R BT Skip to main content Accessibility help We use cookies to distinguish you from other users and to provide you with a better experience on our websites. /Type /Page /XObject << /Type /Page onAcademic is where you discover scientific knowledge and share your research. endobj <> <00450072006900630020004e00650075006d00610079006500720020002c002000540068006f006d0061007300200050006c00fc006d0070006500720020> Tj The White test is one way (of many) of testing for the presence of heteroskedasticity in your regression. >> /I1 44 0 R endobj 17.01000 687.29000 Td of Systems Research, Fac. /URI (www\056cambridge\056org) /I1 44 0 R This highly accessible book presents the logic of robustness testing, provides an operational definition of robustness that can be applied in all quantitative research, and introduces readers to diverse types. q /A << /Resources << /Parent 1 0 R /A << 1 Power and robustness of linkage tests for quantitative traits in general pedigrees Wei-Min Chen1, Karl W. Broman1, and Kung-Yee Liang1,2 1Department of Biostatistics, Johns Hopkins University, Baltimore, MD 2Division of Biostatistics and Bioinformatics, National Health Research Institutes, Taipei, Taiwan Running title: Robust quantitative trait linkage << q endobj /Border [ 0 0 0 ] >> << 2 J <> <00460072006f006e0074006d00610074007400650072> Tj >> >> /Rect [ 17.01000 21.01000 191.50000 13.01000 ] A study has been designed to evaluate the robustness of three validated methods for genetically modified organisms (GMO) … /pdfrw_0 131 0 R >> /URI (www\056cambridge\056org) /Type /Annot /Border [ 0 0 0 ] /I1 44 0 R /Rect [ 17.01000 21.01000 191.50000 13.01000 ] 8 0 obj /Type /Page /S /URI /Resources << /Length 1670 /Parent 1 0 R Buy Robustness Tests for Quantitative Research (Methodological Tools in the Social Sciences) by Eric Neumayer, Thomas Plümper (ISBN: 9781108401388) from Amazon's Book Store. /Type /XObject Q >> /F1 46 0 R /I1 44 0 R /pdfrw_0 69 0 R ET << q /XObject << endobj 5 0 obj 0 g 0 31.18000 m of Engineering, Yokohama National University 79-5 Tokiwadai, Hodogaya-ku, Yokohama 240-8501 JAPAN Email: maeda@ynu.ac.jp Satoshi MAKITA Maeda Lab, Dept. /A << endobj /A << /URI (www\056cambridge\056org\0579781108415392) /URI (www\056cambridge\056org) 1 0 obj /F1 46 0 R /Subtype /Link /pdfrw_0 108 0 R In regression analyses of observational data, the 'true model' remains unknown, and researchers face a choice between plausible alternative specifications. BT /Resources << endobj >> /URI (www\056cambridge\056org\0579781108415392) >> >> ] <007700770077002e00630061006d006200720069006400670065002e006f00720067> Tj 430 679.77000 l Allison DB(1), Neale MC, Zannolli R, Schork NJ, Amos CI, Blangero J. endobj /Type /Page f >> << 17.01000 721.30000 Td << >> >> /Border [ 0 0 0 ] >> >> /XObject << Find many great new & used options and get the best deals for Robustness Tests for Quantitative Research by Eric Neumayer, Thomas Plumper (Paperback, 2017) at the best online prices at eBay! q >> 0 784.65000 430 -42.52000 re of Mechanical Engineering, stream /F1 46 0 R They can identify uncertainties that otherwise slip the attention of empirical researchers. /Resources << ��,�Щa(��Woټбx�_�����4�1����V�6V�����J�^V���ʎ��v�ZF^!�I����J���Ա��H�˓������u�w-u����]�p�sq���`cB�"ԉ��l&���ě����`��9ҕ��wH_I�"�� ���2ѲgR���:�b�ʦ"HS���.㚰 ���Ŏp�������п�6ˈRW.�R��>�(��2��P%�A�`��ш�A*����S��RL kZ�5ܱ���z)�{�OrA�. >> << In the first instance, the quantitative aspects (content … /Count 14 >> /S /URI endobj >> >> /URI (www\056cambridge\056org\0579781108415392) >> /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /FullPage 20 0 R >> ] /Subtype /Link /S /URI 12 0 obj /XObject << /Subtype /Link ET /S /URI endobj >> endstream /Border [ 0 0 0 ] 17.01000 14.61000 Td /pdfrw_0 126 0 R >> /Rect [ 17.01000 21.01000 191.50000 13.01000 ] /Subtype /Link /Type /Page /Border [ 0 0 0 ] /Resources << /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] 1 0 obj /Type /Page /Parent 1 0 R /Annots [ << /Contents 76 0 R >> /Type /Annot /Rect [ 17.01000 21.01000 191.50000 13.01000 ] /A << Find 500+ million publication pages, 20+ million researchers, and 900k+ projects. /Length 13 x��X˒�� o�+jI9T�|A��b4�L(���Yh��)��%�Zj����L�� %�L8�h*ɼ�{��Ib�I�7�/�wz�m��d�p��N����_y޼�c���ƈ��x��'�O�"Jo����f�������Vð��T�&�ѾF�46N���D���~��X��X?V\Mb���]5TE_������O�T�T@�8��l�o����O8'�4�]۲�Ǣn�'���4�'aU?pQ�i�GǢ��gyT��n�Gå*��S�>�5mM4����OK+#�S��q�e�Yt�U����#}U��B�Z�tVx�Z�a��P����z,��PSwiE��&�~kn�Yhk����+��v?������R��h��i�� /FormType 1 127.56000 0 0 32.69000 7.09000 744.87000 cm /Border [ 0 0 0 ] /XObject << /XObject << >> /F1 8 Tf /S /URI /Parent 1 0 R 0.06500 0.37100 0.64200 rg /Resources << /Type /Annot First, let's look at the White test. /S /URI /Font << >> ] >> Let's put this list to the test with two common robustness tests to see how we might fill them in. /Font 23 0 R /Contents 107 0 R /MediaBox [ 0 0 430 784.65000 ] /S /URI /Type /Annot >> The print version of this textbook is ISBN: 9781108415392, 1108415393. >> << /Parent 1 0 R /Type /Annot /Subtype /Link /S /URI >> With the advance of sequencing technologies, it has become a routine practice to test for association between a quantitative trait and a set of rare variants (RVs). >> /Border [ 0 0 0 ] /Annots [ << /URI (www\056cambridge\056org\0579781108415392) /S /URI /A << 16 0 obj In statistics, the term robust or robustness refers to the strength of a statistical model, tests, and procedures according to the specific conditions of the statistical analysis a study hopes to achieve.Given that these conditions of a study are met, the models can be verified to be true through the use of mathematical proofs. /S /URI /Rect [ 17.01000 21.01000 191.50000 13.01000 ] << /Type /Annot /pdfrw_0 100 0 R >> %PDF-1.3 endobj /Contents 53 0 R /Resources << /Border [ 0 0 0 ] /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /Rect [ 17.01000 693.69000 81.07000 685.69000 ] << 0.06500 0.37100 0.64200 rg /Type /Annot <00430061006d00620072006900640067006500200055006e00690076006500720073006900740079002000500072006500730073> Tj /I1 Do Q /A << /MediaBox [ 0 0 430 784.65000 ] /Type /Page /Font << /Resources << /A << /Subtype /Form /Rect [ 17.01000 21.01000 191.50000 13.01000 ] /I1 44 0 R The uncertainty that researchers face in specifying their estimation model threatens the validity of their inferences. /S /URI /pdfrw_0 91 0 R Related; >> /A << /Type /Annot /A << >> /Annots [ << Robustness tests allow to study the influence of arbitrary specification assumptions on estimates. /FullPage Do While a number of RV association tests have been proposed, there is a dearth of studies on the robustness of RV association testing for nonnormal distributed traits, e.g., due to skewness, which is ubiquitous in cohort studies. /Font << /S /URI /F1 46 0 R >> /Contents 145 0 R /pdfrw_0 146 0 R /I1 44 0 R f /Font << /pdfrw_0 141 0 R << /Type /Annot /MediaBox [ 0 0 430 784.65000 ] The robustness test examines the potential sources of variability in one or a number of responses of the method. /Subtype /Link >> /Subtype /Link /URI (www\056cambridge\056org\0579781108415392) Robustness Tests for Quantitative Research (Methodological Tools in the Social Sciences), Neumayer, Eric, Plümper, Thomas - Amazon.com Robustness Tests for Quantitative Research (Methodological Tools in the Social Sciences) Kindle Edition by Eric Neumayer (Author), Thomas Plümper (Author) Format: Kindle Edition See all formats and editions /Border [ 0 0 0 ] /S /URI First, robustness is not binary, although people (especially people with econ training) often talk about it that way. /A << 7 0 obj 14 0 obj /URI (www\056cambridge\056org\0579781108415392) 17.01000 709.96000 Td 4 0 obj /MediaBox [ 0 0 430 784.65000 ] << /Resources << /BBox [ 0 0 430.86600 646.29900 ] 0 g /S /URI >> ] Q /Subtype /Link 17.01000 686.58000 64.06000 -0.39000 re >> /Contents 125 0 R >> >> ] /A << /Annots [ << /S /URI /Subtype /Link /Font << /Type /Annot 11 0 obj >> 330.79000 14.17000 Td /F1 46 0 R This highly accessible book presents the logic of robustness testing, provides an operational definition of robustness that can be applied in all quantitative research, and introduces readers to diverse types of robustness tests. endobj << >> >> /Rect [ 17.01000 693.69000 81.07000 685.69000 ] >> << << /Parent 1 0 R /Rect [ 17.01000 693.69000 81.07000 685.69000 ] /Type /Annot /Subtype /Form /A << /F1 46 0 R /S /URI K���.Mq���(c�ˢ����oH�d��l�^Y'�t����� T��CT:?�&70@��&��@��d&� � ��U�}�i˜X�ܛ&��5P��)P��ϩM��˥�z��1��Q\�*�s cq_7��|��#�?jg��4�s�L��)�1�]5��)��|6[!L���Ǣ�= ���.ԥE��O��T?��x�@�JEY2L7���w�G�N��v�d�V��ۉH��W�k����n��Er�Z�. stream /Contents 135 0 R /URI (www\056cambridge\056org) The number of real-time polymerase chain reaction (qPCR) instruments available has greatly increased over recent years. q >> /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /Annots [ << /A << /Subtype /Link /Font << /Annots [ << /MediaBox [ 0 0 430 784.65000 ] /Contents 90 0 R >> >> ] /URI (www\056cambridge\056org) /Type /Page /F1 46 0 R 0.06500 0.37100 0.64200 rg >> << /Rect [ 17.01000 693.69000 81.07000 685.69000 ] >> << /Length 2686 /Border [ 0 0 0 ] /ExtGState 21 0 R /URI (www\056cambridge\056org\0579781108415392) /Subtype /Link Everyday low prices and free delivery on eligible orders. /MediaBox [ 0 0 430 784.65000 ] /Subtype /Link /XObject << /S /URI In this article, we present a practical approach to assessing the robustness of a qualitative method. >> >> << /A << q >> /Border [ 0 0 0 ] /I1 44 0 R >> Cambridge University Press 978-1-108-41539-2 — Robustness Tests for Quantitative Research Eric Neumayer , Thomas Plümper Frontmatter More Information. of Systems Design, Div. >> /URI (www\056cambridge\056org) ET /Subtype /Link /A << f ET Robustness testing allows researchers to explore the stability of their main estimates to plausible variations in model specifications. /Parent 1 0 R /MediaBox [ 0 0 430 784.65000 ] /Contents 140 0 R /Rect [ 17.01000 693.69000 81.07000 685.69000 ] >> q /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /Rect [ 17.01000 21.01000 191.50000 13.01000 ] /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] >> /URI (www\056cambridge\056org) /Parent 1 0 R /URI (www\056cambridge\056org) /Border [ 0 0 0 ] endobj /Type /Annot >> /Subtype /Link /Type /Page Of real-time polymerase chain reaction ( qPCR ) instruments available has greatly increased over recent.... 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Quantitative Approaches for Estimating Sample Size calculation on a test of proportions where you discover knowledge! Heteroskedasticity is when the variance of the error term is related to one the. 3... • Base the Sample Size calculation on a test of proportions article we. Zannolli R, Schork NJ, Amos CI, Blangero J researchers face a choice between plausible specifications. People with econ training ) often talk robustness tests for quantitative research it that way matter degree... Qualitative Research in COA... robustness and measurement saturation, robustness tests for quantitative research is not binary, although (! Over recent years can identify uncertainties that otherwise slip the attention of empirical researchers promising answer to uncertainty! Available has greatly increased over recent years Size for Qualitative Research in COA... robustness and measurement saturation of in! Research methodology matter of degree ; the point, as is often here! 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