{"id":244,"date":"2018-12-21T10:24:50","date_gmt":"2018-12-21T10:24:50","guid":{"rendered":"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/?post_type=chapter&#038;p=244"},"modified":"2018-12-24T05:59:37","modified_gmt":"2018-12-24T05:59:37","slug":"response-surface-methodology-ii","status":"publish","type":"chapter","link":"https:\/\/ebooks.inflibnet.ac.in\/statp03\/chapter\/response-surface-methodology-ii\/","title":{"rendered":"Response Surface Methodology-II"},"content":{"raw":"<img class=\"aligncenter size-full wp-image-245\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-04.jpg\" alt=\"\" width=\"961\" height=\"441\" \/> <img class=\"aligncenter size-full wp-image-246\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-05.jpg\" alt=\"\" width=\"943\" height=\"362\" \/> <img class=\"aligncenter size-full wp-image-247\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-06.jpg\" alt=\"\" width=\"881\" height=\"381\" \/> <img class=\"aligncenter size-full wp-image-248\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-07.jpg\" alt=\"\" width=\"879\" height=\"363\" \/> <img class=\"aligncenter size-full wp-image-249\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-08.jpg\" alt=\"\" width=\"886\" height=\"409\" \/> <img class=\"aligncenter size-full wp-image-250\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-09.jpg\" alt=\"\" width=\"939\" height=\"467\" \/> <img class=\"aligncenter size-full wp-image-251\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-10.jpg\" alt=\"\" width=\"956\" height=\"469\" \/> <img class=\"aligncenter size-full wp-image-252\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-11.jpg\" alt=\"\" width=\"957\" height=\"428\" \/> <img class=\"aligncenter size-full wp-image-253\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-12.jpg\" alt=\"\" width=\"961\" height=\"469\" \/> <img class=\"aligncenter size-full wp-image-254\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-13.jpg\" alt=\"\" width=\"881\" height=\"319\" \/> <img class=\"aligncenter size-full wp-image-255\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-14.jpg\" alt=\"\" width=\"909\" height=\"315\" \/> <img class=\"aligncenter size-full wp-image-256\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-15.jpg\" alt=\"\" width=\"911\" height=\"323\" \/> <img class=\"aligncenter size-full wp-image-257\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-16.jpg\" alt=\"\" width=\"930\" height=\"372\" \/> <img class=\"aligncenter size-full wp-image-258\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-17.jpg\" alt=\"\" width=\"962\" height=\"289\" \/>\r\n\r\n&nbsp;\r\n\r\nReferences for Design of Experiment\r\n\r\n&nbsp;\r\n<p style=\"text-align: justify\">1. Aloke Dey (1987). Theory of Block Designs. John Wiley &amp; Sons Inc\r\n2. Douglas C. Montgomery(2012). Design and Analysis of Experiments. 8th Edition. Wiley.\r\n3. Damaraju Raghavarao and Lakshmi V. Padgett (2005). Block Designs: Analysis, Combinatorics And Applications (Series on Applied Mathematics, V. 17). World Scientific Publishing Company.\r\n4. Das, M. N. and Giri, N. C.(2006). Design and Analysis of Experiments. New Age International (P) Ltd\r\n5. Shah, K. R. and Sinha, B. K. (1989). Theory of Optimal Designs. Springer-Verlag Monograph in Lecture Notes in Statistics Series, Vol. 58.\r\n6. C R Rao (1965). Linear Statistical Inference and its Applications. 2nd edition Wiley\r\n7. Khatri &amp; Srivastava(1979). An introduction to multivariate statistics. Published by Elsevier Science Ltd . North-Holland\/New York\r\n8. Andr\u00e9 I. Khuri, Thomas Mathew, Bimal K. Sinha(1998). Statistical Tests for Mixed Linear Models. Wiley.<\/p>\r\n&nbsp;","rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-245\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-04.jpg\" alt=\"\" width=\"961\" height=\"441\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-04.jpg 961w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-04-300x138.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-04-768x352.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-04-65x30.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-04-225x103.jpg 225w, 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src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-10.jpg\" alt=\"\" width=\"956\" height=\"469\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-10.jpg 956w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-10-300x147.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-10-768x377.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-10-65x32.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-10-225x110.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-10-350x172.jpg 350w\" sizes=\"auto, (max-width: 956px) 100vw, 956px\" \/> <img 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https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-14-768x266.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-14-65x23.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-14-225x78.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-14-350x121.jpg 350w\" sizes=\"auto, (max-width: 909px) 100vw, 909px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-256\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-15.jpg\" alt=\"\" width=\"911\" height=\"323\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-15.jpg 911w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-15-300x106.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-15-768x272.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-15-65x23.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-15-225x80.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-15-350x124.jpg 350w\" sizes=\"auto, (max-width: 911px) 100vw, 911px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-257\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-16.jpg\" alt=\"\" width=\"930\" height=\"372\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-16.jpg 930w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-16-300x120.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-16-768x307.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-16-65x26.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-16-225x90.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-16-350x140.jpg 350w\" sizes=\"auto, (max-width: 930px) 100vw, 930px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-258\" src=\"http:\/\/statp03.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-17.jpg\" alt=\"\" width=\"962\" height=\"289\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-17.jpg 962w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-17-300x90.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-17-768x231.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-17-65x20.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-17-225x68.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp03\/wp-content\/uploads\/sites\/127\/2018\/12\/9542_et_ppt_module21-17-350x105.jpg 350w\" sizes=\"auto, (max-width: 962px) 100vw, 962px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>References for Design of Experiment<\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: justify\">1. Aloke Dey (1987). Theory of Block Designs. John Wiley &amp; Sons Inc<br \/>\n2. Douglas C. Montgomery(2012). Design and Analysis of Experiments. 8th Edition. Wiley.<br \/>\n3. Damaraju Raghavarao and Lakshmi V. Padgett (2005). Block Designs: Analysis, Combinatorics And Applications (Series on Applied Mathematics, V. 17). World Scientific Publishing Company.<br \/>\n4. Das, M. N. and Giri, N. C.(2006). Design and Analysis of Experiments. New Age International (P) Ltd<br \/>\n5. Shah, K. R. and Sinha, B. K. (1989). Theory of Optimal Designs. Springer-Verlag Monograph in Lecture Notes in Statistics Series, Vol. 58.<br \/>\n6. C R Rao (1965). Linear Statistical Inference and its Applications. 2nd edition Wiley<br \/>\n7. Khatri &amp; Srivastava(1979). An introduction to multivariate statistics. Published by Elsevier Science Ltd . North-Holland\/New York<br \/>\n8. Andr\u00e9 I. Khuri, Thomas Mathew, Bimal K. Sinha(1998). Statistical Tests for Mixed Linear Models. 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