Pub Date : 2018-12-13DOI: 10.1201/9781315141039-10
V. L. Anderson, R. Mclean
{"title":"Fractional Factorial Experiments For Two-Leveled Factors","authors":"V. L. Anderson, R. Mclean","doi":"10.1201/9781315141039-10","DOIUrl":"https://doi.org/10.1201/9781315141039-10","url":null,"abstract":"","PeriodicalId":188348,"journal":{"name":"Design of Experiments","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129900513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-12-13DOI: 10.1201/9781315141039-12
V. L. Anderson, R. Mclean
{"title":"Mixed Factorial Experiments and Other Incomplete Block Designs","authors":"V. L. Anderson, R. Mclean","doi":"10.1201/9781315141039-12","DOIUrl":"https://doi.org/10.1201/9781315141039-12","url":null,"abstract":"","PeriodicalId":188348,"journal":{"name":"Design of Experiments","volume":"129 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127096217","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Split Plot Type Designs","authors":"V. L. Anderson, R. Mclean","doi":"10.1201/9781315141039-7","DOIUrl":"https://doi.org/10.1201/9781315141039-7","url":null,"abstract":"","PeriodicalId":188348,"journal":{"name":"Design of Experiments","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114670377","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-12-13DOI: 10.1201/9781315141039-11
V. L. Anderson, R. Mclean
{"title":"Three-Level Factorial Experiments","authors":"V. L. Anderson, R. Mclean","doi":"10.1201/9781315141039-11","DOIUrl":"https://doi.org/10.1201/9781315141039-11","url":null,"abstract":"","PeriodicalId":188348,"journal":{"name":"Design of Experiments","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123742800","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Completely Randomized Design (CRD)","authors":"V. L. Anderson, R. Mclean","doi":"10.1201/9781315141039-4","DOIUrl":"https://doi.org/10.1201/9781315141039-4","url":null,"abstract":"","PeriodicalId":188348,"journal":{"name":"Design of Experiments","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115285093","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Some Intermediate Data Analysis Concepts","authors":"V. L. Anderson, R. Mclean","doi":"10.1201/9781315141039-2","DOIUrl":"https://doi.org/10.1201/9781315141039-2","url":null,"abstract":"","PeriodicalId":188348,"journal":{"name":"Design of Experiments","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129758869","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"2n Factorial Experiments (Complete and Incomplete Blocks)","authors":"V. L. Anderson, R. Mclean","doi":"10.1201/9781315141039-9","DOIUrl":"https://doi.org/10.1201/9781315141039-9","url":null,"abstract":"","PeriodicalId":188348,"journal":{"name":"Design of Experiments","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117085696","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-12-13DOI: 10.1201/9781315141039-13
V. L. Anderson, R. Mclean
{"title":"Response Surface Exploration","authors":"V. L. Anderson, R. Mclean","doi":"10.1201/9781315141039-13","DOIUrl":"https://doi.org/10.1201/9781315141039-13","url":null,"abstract":"","PeriodicalId":188348,"journal":{"name":"Design of Experiments","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121476168","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Description of the Design • Probably the most used and useful of the experimental designs. • Takes advantage of grouping similar experimental units into blocks or replicates. • The blocks of experimental units should be as uniform as possible. • The purpose of grouping experimental units is to have the units in a block as uniform as possible so that the observed differences between treatments will be largely due to “true” differences between treatments. Randomization Procedure • Each replicate is randomized separately. • Each treatment has the same probability of being assigned to a given experimental unit within a replicate. • Each treatment must appear at least once per replicate. Example Given four fertilizer rates applied to ‘Amidon’ wheat and three replicates of each treatment. Rep 1 Rep 2 Rep 3 A B A A=0 kg N/ha D A B B=50 kg N/ha C D C C=100 kg N/ha B C D D=150 kg N/ha
•可能是最常用和最有用的实验设计。•利用分组相似的实验单元成块或重复。•实验单元的模块应尽可能统一。•分组实验单元的目的是使单元尽可能统一，以便观察到的处理之间的差异将主要归因于处理之间的“真实”差异。•每个复制分别随机化。•在重复实验中，每个处理被分配到给定实验单元的概率相同。•每个处理必须在每个重复中至少出现一次。对“阿米顿”小麦施用4种施肥水平，每种处理3个重复。Rep 1 Rep 2 Rep 3 A B A A=0 kg N/ha D A B=50 kg N/ha C D C C=100 kg N/ha B C D D=150 kg N/ha
{"title":"Randomized Complete Block Design (RCBD)","authors":"V. L. Anderson, R. Mclean","doi":"10.1201/9781315141039-5","DOIUrl":"https://doi.org/10.1201/9781315141039-5","url":null,"abstract":"Description of the Design • Probably the most used and useful of the experimental designs. • Takes advantage of grouping similar experimental units into blocks or replicates. • The blocks of experimental units should be as uniform as possible. • The purpose of grouping experimental units is to have the units in a block as uniform as possible so that the observed differences between treatments will be largely due to “true” differences between treatments. Randomization Procedure • Each replicate is randomized separately. • Each treatment has the same probability of being assigned to a given experimental unit within a replicate. • Each treatment must appear at least once per replicate. Example Given four fertilizer rates applied to ‘Amidon’ wheat and three replicates of each treatment. Rep 1 Rep 2 Rep 3 A B A A=0 kg N/ha D A B B=50 kg N/ha C D C C=100 kg N/ha B C D D=150 kg N/ha","PeriodicalId":188348,"journal":{"name":"Design of Experiments","volume":"133 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115988920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Latin Square Type Designs","authors":"V. L. Anderson, R. Mclean","doi":"10.1201/9781315141039-8","DOIUrl":"https://doi.org/10.1201/9781315141039-8","url":null,"abstract":"","PeriodicalId":188348,"journal":{"name":"Design of Experiments","volume":"124 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122752410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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