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Statistical assessment of biosimilarity based on relative distance between follow-on biologics
In this paper, we propose a new three‐arm parallel design to investigate biosimilarity between a biosimilar product and an innovator biological product by using relative distance based on the absolute mean differences. In the proposed design, one arm is for the biosimilar product and the other two a...
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Published in: | Statistics in medicine 2013-02, Vol.32 (3), p.382-392 |
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creator | Kang, Seung-Ho Chow, Shein-Chung |
description | In this paper, we propose a new three‐arm parallel design to investigate biosimilarity between a biosimilar product and an innovator biological product by using relative distance based on the absolute mean differences. In the proposed design, one arm is for the biosimilar product and the other two arms are for the innovator biological product. The distance between the biosimilar product and the innovator biological product is defined by the absolute mean different between two products. Similarly, the distance between the innovator biological products from two difference batches is defined. The relative distance is defined as the ratio of the two distances whose denominator is the distance between the innovator biological products from two different batches. In the proposed design, if the relative distance is less than a prespecified margin, we claim that the two products are claimed to be biosimilar. The statistical test based on the ratio estimator and the linearization method are developed to assess biosimilarity. The power functions of two tests are derived in large sample and compared numerically. Because the statistical test based on the ratio estimator is more powerful than the linearization method, we recommend the statistical test based on the ratio estimator. Copyright © 2012 John Wiley & Sons, Ltd. |
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In the proposed design, one arm is for the biosimilar product and the other two arms are for the innovator biological product. The distance between the biosimilar product and the innovator biological product is defined by the absolute mean different between two products. Similarly, the distance between the innovator biological products from two difference batches is defined. The relative distance is defined as the ratio of the two distances whose denominator is the distance between the innovator biological products from two different batches. In the proposed design, if the relative distance is less than a prespecified margin, we claim that the two products are claimed to be biosimilar. The statistical test based on the ratio estimator and the linearization method are developed to assess biosimilarity. The power functions of two tests are derived in large sample and compared numerically. Because the statistical test based on the ratio estimator is more powerful than the linearization method, we recommend the statistical test based on the ratio estimator. Copyright © 2012 John Wiley & Sons, Ltd.</description><identifier>ISSN: 0277-6715</identifier><identifier>EISSN: 1097-0258</identifier><identifier>DOI: 10.1002/sim.5582</identifier><identifier>PMID: 22941672</identifier><identifier>CODEN: SMEDDA</identifier><language>eng</language><publisher>Chichester, UK: John Wiley & Sons, Ltd</publisher><subject>Algorithms ; Biological products ; biosimilar ; Biosimilar Pharmaceuticals - analysis ; Comparative analysis ; Drug Evaluation - statistics & numerical data ; Estimating techniques ; linearization method ; parallel design ; ratio estimator ; similarity ; Statistical methods</subject><ispartof>Statistics in medicine, 2013-02, Vol.32 (3), p.382-392</ispartof><rights>Copyright © 2012 John Wiley & Sons, Ltd.</rights><rights>Copyright John Wiley and Sons, Limited Feb 10, 2013</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3872-bc724daaf01962cdb93d19f1b1bd83c155c650b37fa3585a3ee006db052ef7013</citedby><cites>FETCH-LOGICAL-c3872-bc724daaf01962cdb93d19f1b1bd83c155c650b37fa3585a3ee006db052ef7013</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22941672$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kang, Seung-Ho</creatorcontrib><creatorcontrib>Chow, Shein-Chung</creatorcontrib><title>Statistical assessment of biosimilarity based on relative distance between follow-on biologics</title><title>Statistics in medicine</title><addtitle>Statist. Med</addtitle><description>In this paper, we propose a new three‐arm parallel design to investigate biosimilarity between a biosimilar product and an innovator biological product by using relative distance based on the absolute mean differences. In the proposed design, one arm is for the biosimilar product and the other two arms are for the innovator biological product. The distance between the biosimilar product and the innovator biological product is defined by the absolute mean different between two products. Similarly, the distance between the innovator biological products from two difference batches is defined. The relative distance is defined as the ratio of the two distances whose denominator is the distance between the innovator biological products from two different batches. In the proposed design, if the relative distance is less than a prespecified margin, we claim that the two products are claimed to be biosimilar. The statistical test based on the ratio estimator and the linearization method are developed to assess biosimilarity. The power functions of two tests are derived in large sample and compared numerically. Because the statistical test based on the ratio estimator is more powerful than the linearization method, we recommend the statistical test based on the ratio estimator. Copyright © 2012 John Wiley & Sons, Ltd.</description><subject>Algorithms</subject><subject>Biological products</subject><subject>biosimilar</subject><subject>Biosimilar Pharmaceuticals - analysis</subject><subject>Comparative analysis</subject><subject>Drug Evaluation - statistics & numerical data</subject><subject>Estimating techniques</subject><subject>linearization method</subject><subject>parallel design</subject><subject>ratio estimator</subject><subject>similarity</subject><subject>Statistical methods</subject><issn>0277-6715</issn><issn>1097-0258</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><recordid>eNp1kM1uEzEURi1URNOC1CeoLHXDZop_xmPPso0grQiwCAhWWLbnDnLxjIs9acjb11VCK1VidTfnO7o6CJ1Qck4JYe-yH86FUOwFmlHSyoowoQ7QjDApq0ZScYiOcr4hhFLB5Ct0yFhb00ayGfq5mszk8-SdCdjkDDkPME449tj6WLw-mOSnLbYmQ4fjiBOEsrgD3JWZGR1gC9MGYMR9DCFuqsKUaYi_vMuv0cvehAxv9vcYffvw_uv8qlp-WVzPL5aV40qyyjrJ6s6YntC2Ya6zLe9o21NLbae4o0K4RhDLZW-4UMJwAEKazhLBoJeE8mP0due9TfHPGvKkB58dhGBGiOusKZO8rjlVdUHPnqE3cZ3G8l2hGqW4lIo_CV2KOSfo9W3yg0lbTYl-aK5LG_3QvKCne-HaDtA9gv8iF6DaARsfYPtfkV5df9oL93wJDH8feZN-60ZyKfT3zwv9g31czJeXS93we9Vwmoo</recordid><startdate>20130210</startdate><enddate>20130210</enddate><creator>Kang, Seung-Ho</creator><creator>Chow, Shein-Chung</creator><general>John Wiley & Sons, Ltd</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>K9.</scope><scope>7X8</scope></search><sort><creationdate>20130210</creationdate><title>Statistical assessment of biosimilarity based on relative distance between follow-on biologics</title><author>Kang, Seung-Ho ; Chow, Shein-Chung</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3872-bc724daaf01962cdb93d19f1b1bd83c155c650b37fa3585a3ee006db052ef7013</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Algorithms</topic><topic>Biological products</topic><topic>biosimilar</topic><topic>Biosimilar Pharmaceuticals - analysis</topic><topic>Comparative analysis</topic><topic>Drug Evaluation - statistics & numerical data</topic><topic>Estimating techniques</topic><topic>linearization method</topic><topic>parallel design</topic><topic>ratio estimator</topic><topic>similarity</topic><topic>Statistical methods</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kang, Seung-Ho</creatorcontrib><creatorcontrib>Chow, Shein-Chung</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>Statistics in medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kang, Seung-Ho</au><au>Chow, Shein-Chung</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Statistical assessment of biosimilarity based on relative distance between follow-on biologics</atitle><jtitle>Statistics in medicine</jtitle><addtitle>Statist. Med</addtitle><date>2013-02-10</date><risdate>2013</risdate><volume>32</volume><issue>3</issue><spage>382</spage><epage>392</epage><pages>382-392</pages><issn>0277-6715</issn><eissn>1097-0258</eissn><coden>SMEDDA</coden><abstract>In this paper, we propose a new three‐arm parallel design to investigate biosimilarity between a biosimilar product and an innovator biological product by using relative distance based on the absolute mean differences. In the proposed design, one arm is for the biosimilar product and the other two arms are for the innovator biological product. The distance between the biosimilar product and the innovator biological product is defined by the absolute mean different between two products. Similarly, the distance between the innovator biological products from two difference batches is defined. The relative distance is defined as the ratio of the two distances whose denominator is the distance between the innovator biological products from two different batches. In the proposed design, if the relative distance is less than a prespecified margin, we claim that the two products are claimed to be biosimilar. The statistical test based on the ratio estimator and the linearization method are developed to assess biosimilarity. The power functions of two tests are derived in large sample and compared numerically. Because the statistical test based on the ratio estimator is more powerful than the linearization method, we recommend the statistical test based on the ratio estimator. Copyright © 2012 John Wiley & Sons, Ltd.</abstract><cop>Chichester, UK</cop><pub>John Wiley & Sons, Ltd</pub><pmid>22941672</pmid><doi>10.1002/sim.5582</doi><tpages>11</tpages></addata></record> |
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subjects | Algorithms Biological products biosimilar Biosimilar Pharmaceuticals - analysis Comparative analysis Drug Evaluation - statistics & numerical data Estimating techniques linearization method parallel design ratio estimator similarity Statistical methods |
title | Statistical assessment of biosimilarity based on relative distance between follow-on biologics |
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