BT endobj q /URI (www\056cambridge\056org) >> 3 0 obj 17.01000 731.22000 Td /URI (www\056cambridge\056org\0579781108415392) /Border [ 0 0 0 ] 17.01000 14.61000 Td endobj >> << << 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 Or, /URI (www\056cambridge\056org\0579781108415392) /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 << /A << 9 0 obj /Border [ 0 0 0 ] >> ] >> << /XObject << /Type /Annot The procedure proposed is based on selecting the critical variables and estimating reliability and false positive and false negative rates. /Matrix [ -1 0 0 -1 430.86600 646.29900 ] /Border [ 0 0 0 ] /pdfrw_0 126 0 R /Resources << endobj /Rect [ 17.01000 21.01000 191.50000 13.01000 ] q >> << << /S /URI 1 0 0 1 0 32.50000 cm BT /Border [ 0 0 0 ] ET /URI (www\056cambridge\056org\0579781108415392) /BBox [ 0 0 430.87000 646.30000 ] /MediaBox [ 0 0 430 784.65000 ] /URI (www\056cambridge\056org) >> ] Cambridge Core - Research Methods in Sociology and Criminology - Robustness Tests for Quantitative Research - by Eric Neumayer. /Subtype /Link /pdfrw_0 Do /Annots [ << /MediaBox [ 0 0 430 784.65000 ] /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] endobj /Type /Page /Resources << >> endobj 17.01000 686.58000 64.06000 -0.39000 re S /S /URI /pdfrw_0 77 0 R >> /I1 44 0 R /Parent 1 0 R endobj /Subtype /Link /A << S 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) /Type /Page >> /Font << /Parent 1 0 R /XObject << /A << >> >> /Font << 2 J >> 0.06500 0.37100 0.64200 rg f /Border [ 0 0 0 ] /Subtype /Link /URI (www\056cambridge\056org) endstream /Contents 53 0 R /MediaBox [ 0 0 430 784.65000 ] >> ] >> << BT /Rect [ 17.01000 21.01000 191.50000 13.01000 ] Robustness Tests for Quantitative Research || The Logic of Robustness Testing Author: Neumayer, Eric Plumper, Thomas Issue Date: 2017 Page: 23-33. /XObject << >> /pdfrw_0 19 0 R /Parent 1 0 R >> ] endobj /A << endobj << /Annots [ << /S /URI >> >> /FormType 1 ET << Related; /Subtype /Link /Border [ 0 0 0 ] /Type /Page 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. /Annots [ << /Subtype /Link /Subtype /Link >> of Systems Design, Div. /S /URI >> endobj /A << /Rect [ 17.01000 693.69000 81.07000 685.69000 ] /URI (www\056cambridge\056org\0579781108415392) /Annots [ << >> /Type /Page /URI (www\056cambridge\056org\0579781108415392) /Contents 58 0 R /Type /Annot /I1 44 0 R /Border [ 0 0 0 ] >> <>/Font<>/Pattern<>/XObject<>/ProcSet[/PDF/Text/ImageB/ImageC/ImageI] >>/MediaBox[ 0 0 540 720] /Contents 4 0 R/Group<>/Tabs/S>> /S /URI /Parent 1 0 R /Font << 11 0 obj /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /Type /Annot Buy Robustness Tests for Quantitative Research (Methodological Tools in the Social Sciences) by Eric Neumayer, Thomas Plümper (ISBN: 9781108401388) from Amazon's Book Store. << /XObject << /Parent 1 0 R 127.56000 0 0 32.69000 7.09000 744.87000 cm It’s all a matter of degree; the point, as is often made here, is to model uncertainty, not dispel it. /Count 14 /A << /Type /Annot >> /Border [ 0 0 0 ] /Rect [ 17.01000 21.01000 191.50000 13.01000 ] q Robustness testing allows researchers to explore the stability of their main estimates to plausible variations in model specifications. /Subtype /Link /Annots [ << 12 0 obj /Parent 1 0 R Q /Type /Page endobj >> << /Border [ 0 0 0 ] /MediaBox [ 0 0 430 784.65000 ] /S /URI The uncertainty that researchers face in specifying their estimation model threatens the validity of their inferences. /Border [ 0 0 0 ] /Rect [ 17.01000 21.01000 191.50000 13.01000 ] /Rect [ 17.01000 21.01000 191.50000 13.01000 ] /Font << /Rect [ 17.01000 21.01000 191.50000 13.01000 ] >> << /Type /Page q /Border [ 0 0 0 ] /Rect [ 17.01000 693.69000 81.07000 685.69000 ] >> /Contents 68 0 R /Border [ 0 0 0 ] q /MediaBox [ 0 0 430 784.65000 ] /Rect [ 17.01000 693.69000 81.07000 685.69000 ] 2 3 ... • Base the sample size calculation on a test of proportions. << 141.73000 742.13000 m /Type /Annot /Rect [ 17.01000 693.69000 81.07000 685.69000 ] >> /Contents 107 0 R 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. /URI (www\056cambridge\056org) /MediaBox [ 0 0 430 784.65000 ] BT /F1 46 0 R /Producer (PyPDF2) /F1 46 0 R >> /Subtype /Link /Type /Annot Q /F1 46 0 R /pdfrw_0 141 0 R /URI (www\056cambridge\056org) /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] Close this message to accept … /A << /Subtype /Link /S /URI 0.06500 0.37100 0.64200 RG /Contents 125 0 R >> 17 0 obj >> << /Contents 145 0 R /A << 17.01000 721.30000 Td /S /URI –are the study arms equivalent in terms of the proportions << /Length 2686 /URI (www\056cambridge\056org) /Annots [ << >> >> /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /Type /Annot 0.06500 0.37100 0.64200 rg 17.01000 13.90000 174.50000 -0.39000 re /Subtype /Link /URI (www\056cambridge\056org) 14 0 obj /Contents 135 0 R /A << /Font << /Annots [ << /S /URI >> /URI (www\056cambridge\056org) /Resources << >> << /Type /Page 0.06500 0.37100 0.64200 rg /A << /A << /Type /Annot endobj /F1 46 0 R /Border [ 0 0 0 ] /Type /Annot /Border [ 0 0 0 ] ET >> << /S /URI >> ] /Subtype /Link Robustness Tests for Quantitative Research by Eric Neumayer and Publisher Cambridge University Press. >> >> BT >> endobj /Contents 76 0 R /A << >> /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /S /URI >> /pdfrw_0 146 0 R /F1 46 0 R Q >> << /Type /XObject >> /URI (www\056cambridge\056org\0579781108415392) >> << >> >> /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] endobj >> ] /URI (www\056cambridge\056org\0579781108415392) /I1 44 0 R /Border [ 0 0 0 ] 1 1 1 RG Q /Resources << 17.01000 687.29000 Td /Annots [ << >> ] /URI (www\056cambridge\056org\0579781108415392) 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. /URI (www\056cambridge\056org\0579781108415392) 430 31.18000 l >> /Filter /FlateDecode /Annots [ << /Subtype /Link >> /Length 13 /Border [ 0 0 0 ] /F1 46 0 R /XObject << /Subtype /Link >> ] 6 0 obj /Rect [ 17.01000 21.01000 191.50000 13.01000 ] q /Subtype /Link /XObject << /Type /Annot /Annots [ << /A << /I1 44 0 R endobj /A << /Font << /A << 13 0 obj /F1 46 0 R /MediaBox [ 0 0 430 784.65000 ] /MediaBox [ 0 0 430 784.65000 ] /Subtype /Link Q 0.57000 w /Subtype /Link /A << 0 31.18000 m /Type /Annot /Rect [ 17.01000 693.69000 81.07000 685.69000 ] /Subtype /Link /Parent 1 0 R /S /URI /Type /Annot /Font 23 0 R /Subtype /Link In regression analyses of observational data, the 'true model' remains unknown, and researchers face a choice between plausible alternative specifications. >> /I1 44 0 R /Annots [ << 4 0 obj /A << Find 500+ million publication pages, 20+ million researchers, and 900k+ projects. /Subtype /Form >> /XObject << /Font << /Type /Annot >> >> A Quantitative Test for the Robustness of Graspless Manipulation Yusuke MAEDA Dept. >> >> ] <007700770077002e00630061006d006200720069006400670065002e006f00720067> Tj /URI (www\056cambridge\056org\0579781108415392) 1 0 obj This book explains why robustness tests help researchers to deal with model uncertainty in quantitative research. 17.01000 709.96000 Td /Parent 1 0 R >> Heteroskedasticity is when the variance of the error term is related to one of the predictors in the model. /Border [ 0 0 0 ] /S /URI >> /Contents 120 0 R /Type /Annot /Type /Annot /S /URI >> /F1 46 0 R >> << /A << <> /A << /A << Q <004d006f0072006500200049006e0066006f0072006d006100740069006f006e> Tj >> /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /Type /Annot 10 0 obj <00460072006f006e0074006d00610074007400650072> Tj /FullPage 20 0 R >> << /Type /Page /Annots [ << /Rect [ 17.01000 21.01000 191.50000 13.01000 ] 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. /BBox [ 0 0 430.86600 646.29900 ] stream /Resources << >> /Font << 1 0 obj 141.73000 784.65000 l /Subtype /Link 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. /Rect [ 17.01000 693.69000 81.07000 685.69000 ] >> /Resources << endobj /pdfrw_0 108 0 R /Resources << /ExtGState 21 0 R /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. /Font << << /Font << The print version of this textbook is ISBN: 9781108415392, 1108415393. /S /URI >> The number of real-time polymerase chain reaction (qPCR) instruments available has greatly increased over recent years. /Subtype /Form Q /Font << /I1 44 0 R /Border [ 0 0 0 ] /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /Parent 1 0 R >> /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 ] << >> ] Robustness tests allow to study the influence of arbitrary specification assumptions on estimates. /Type /Annot /Length 1670 ET /Rect [ 17.01000 693.69000 81.07000 685.69000 ] /Resources << Cambridge University Press 978-1-108-41539-2 — Robustness Tests for Quantitative Research Eric Neumayer , Thomas Plümper Frontmatter More Information. /Resources << 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. /Type /Page q /MediaBox [ 0 0 430 784.65000 ] /Subtype /Link /Type /Annot << /XObject << >> /Rect [ 17.01000 21.01000 191.50000 13.01000 ] /Font << Cambridge University Press endobj >> ] /XObject << %PDF-1.5 16 0 obj /Border [ 0 0 0 ] /pdfrw_0 54 0 R /URI (www\056cambridge\056org\0579781108415392) /Type /Page /Rect [ 17.01000 21.01000 191.50000 13.01000 ] /Border [ 0 0 0 ] >> /S /URI /F1 46 0 R First, let's look at the White test. 8 0 obj /Rect [ 17.01000 693.69000 81.07000 685.69000 ] /XObject << /pdfrw_0 131 0 R Robustness testing allows researchers to explore the stability of estimates to alternative plausible model specifications. 17.01000 698.63000 Td /MediaBox [ 0 0 430 784.65000 ] /I1 44 0 R 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 … >> /A << /Type /Page /S /URI >> 15 0 obj 7 0 obj >> /Rect [ 17.01000 693.69000 81.07000 685.69000 ] >> /A << >> ET >> ] Robustness testing allows researchers to explore the stability of their main estimates to plausible variations in model specifications. #�HL8i·'|�/ތG�{Z�!��ƣ���a�/l�����;�/��+�Z�xu�#�����?���� >> Robustness Tests for Quantitative Research - by Eric Neumayer August 2017. >> << /URI (www\056cambridge\056org\0579781108415392) /Contents 99 0 R >> /Parent 1 0 R >> 430 679.77000 l /S /URI /Type /Catalog /Subtype /Link /Subtype /Link /S /URI >> endstream >> /Type /Annot >> /MediaBox [ 0 0 430 784.65000 ] /Subtype /Link q /Rect [ 17.01000 693.69000 81.07000 685.69000 ] 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). /I1 44 0 R /F1 46 0 R >> >> %���� /URI (www\056cambridge\056org) 18 0 obj 0.99000 w 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. << /Type /XObject /S /URI /A << /Contents 90 0 R /Subtype /Link /Rect [ 17.01000 21.01000 191.50000 13.01000 ] endobj /Rect [ 17.01000 21.01000 191.50000 13.01000 ] 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� /Border [ 0 0 0 ] The robustness test examines the potential sources of variability in one or a number of responses of the method. /pdfrw_0 91 0 R /Parent 1 0 R of Mechanical Engineering, >> >> First, robustness is not binary, although people (especially people with econ training) often talk about it that way. /Resources << /FullPage Do /Border [ 0 0 0 ] S Everyday low prices and free delivery on eligible orders. /Subtype /Link /S /URI 3 0 obj /Type /Annot Allison DB(1), Neale MC, Zannolli R, Schork NJ, Amos CI, Blangero J. /Contents 130 0 R >> endobj /S /URI >> << /I1 Do /I1 44 0 R /Border [ 0 0 0 ] 5 0 obj /A << >> /F1 8 Tf Author information: (1)Obesity Research Center, St. Luke's/Roosevelt Hospital, Columbia University College of Physicians & Surgeons, New York, NY, USA. /Type /Page /Border [ 0 0 0 ] /Type /Annot 0 g /ProcSet [ /PDF /Text ] /F1 46 0 R 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�. >> /Rect [ 17.01000 693.69000 81.07000 685.69000 ] /I1 44 0 R /Border [ 0 0 0 ] /Type /Annot /Type /Annot 2 0 obj /I1 44 0 R >> ] /MediaBox [ 0 0 430 784.65000 ] /Type /Annot /XObject << onAcademic is where you discover scientific knowledge and share your research. Save up to 80% by choosing the eTextbook option for ISBN: 9781108244121, 1108244122. 330.79000 14.17000 Td /S /URI stream >> /Resources << /I1 44 0 R /URI (www\056cambridge\056org) >> /pdfrw_0 136 0 R f Let's put this list to the test with two common robustness tests to see how we might fill them in. <00a900200069006e00200074006800690073002000770065006200200073006500720076006900630065002000430061006d00620072006900640067006500200055006e00690076006500720073006900740079002000500072006500730073> Tj q /Rect [ 17.01000 21.01000 191.50000 13.01000 ] /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] /A << /S /URI The White test is one way (of many) of testing for the presence of heteroskedasticity in your regression. 4 0 obj /Annots [ << 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! 0 679.77000 m /pdfrw_0 121 0 R <> /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] 0 g ET >> >> In the first instance, the quantitative aspects (content … /I1 44 0 R <003900370038002d0031002d003100300038002d00340031003500330039002d00320020201400200052006f0062007500730074006e00650073007300200054006500730074007300200066006f00720020005100750061006e00740069007400610074006900760065002000520065007300650061007200630068> Tj << /A << >> /Subtype /Link /Font << /URI (www\056cambridge\056org) /Border [ 0 0 0 ] /Resources << /S /URI of Engineering, Yokohama National University 79-5 Tokiwadai, Hodogaya-ku, Yokohama 240-8501 JAPAN Email: maeda@ynu.ac.jp Satoshi MAKITA Maeda Lab, Dept. /Type /Pages /pdfrw_0 100 0 R BT /Font << /Resources << /URI (www\056cambridge\056org) /Border [ 0 0 0 ] /F1 46 0 R /S /URI 0 g 20 0 obj >> q stream /MediaBox [ 0 0 430 784.65000 ] /URI (www\056cambridge\056org) >> Q >> Robustness tests offer the currently most promising answer to model uncertainty. Quantitative Approaches for Estimating Sample Size for Qualitative Research in COA ... Robustness and measurement saturation. �������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���]���+�~_��� >> >> >> /Resources << >> ET >> << /Rect [ 17.01000 21.01000 191.50000 13.01000 ] /A << /Contents 140 0 R /S /URI ��,�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�. /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] endobj 19 0 obj /Annots [ << BT /XObject << /Rect [ 17.01000 693.69000 81.07000 685.69000 ] << endobj <00450072006900630020004e00650075006d00610079006500720020002c002000540068006f006d0061007300200050006c00fc006d0070006500720020> Tj /Rect [ 17.01000 693.69000 81.07000 685.69000 ] >> /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] Testing the robustness of the likelihood-ratio test in a variance-component quantitative-trait loci-mapping procedure. /XObject << /Parent 1 0 R However, little information is available on the performance of validated quantitative methods when tested in different instruments. >> /URI (www\056cambridge\056org\0579781108415392) /Parent 1 0 R /URI (www\056cambridge\056org) f Q >> >> In this article, we present a practical approach to assessing the robustness of a qualitative method. /Type /Annot /pdfrw_0 59 0 R /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] >> 0 784.65000 430 -42.52000 re <00430061006d00620072006900640067006500200055006e00690076006500720073006900740079002000500072006500730073> Tj /Subtype /Link 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. stream /Rect [ 17.01000 693.69000 81.07000 685.69000 ] >> /I1 44 0 R /Type /Annot /Parent 1 0 R 978-1-108-41539-2 — Robustness Tests for Quantitative Research. /Subtype /Link BT /Type /Annot 0.73700 0.74500 0.75300 rg Q >> ] 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�� /Resources << /XObject << /Type /Annot >> /Resources << 0 g /Pages 1 0 R Robustness tests have become an integral part of research methodology. /pdfrw_0 69 0 R endobj >> %PDF-1.3 dba8@columbia.edu /S /URI f 2 0 obj /Contents 18 0 R << endobj << 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 A study has been designed to evaluate the robustness of three validated methods for genetically modified organisms (GMO) … /F1 46 0 R of Systems Research, Fac. <> /XObject << /ProcSet [ /Text /PDF /ImageI /ImageC /ImageB ] >> /FormType 1 330.79000 13.47000 71.02000 -0.39000 re /Type /Page They can identify uncertainties that otherwise slip the attention of empirical researchers. >> ET >> << /MediaBox [ 0 0 430 784.65000 ] 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? /Border [ 0 0 0 ] >> << >>

robustness tests for quantitative research

Chocolate Rich Tea Discontinued, Cheap Land For Sale In Texas Near Me, Royal Society For The Protection Of Birds, Spice Time Pickling Spice, Squier J Mascis Jazzmaster, Logitech G432 Release Date, Alpha Lipoic Acid For Skin,