{"product_id":"statistics-in-toxicology-using-r-1","title":"Statistics in Toxicology Using R","description":"\u003cp\u003eThe apparent contradiction between statistical significance and biological relevance has diminished the value of statistical methods as a whole in toxicology. Moreover, recommendations for statistical analysis are imprecise in most toxicological guidelines. Addressing these dilemmas, \u003cstrong\u003eStatistics in Toxicology Using R\u003c\/strong\u003e explains the statistical analysis of selected experimental data in toxicology and presents assay-specific suggestions, such as for the in vitro micronucleus assay. \u003c\/p\u003e\u003cp\u003eMostly focusing on hypothesis testing, the book covers standardized bioassays for chemicals, drugs, and environmental pollutants. It is organized according to selected toxicological assays, including: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eShort-term repeated toxicity studies\u003c\/li\u003e\n\u003cli\u003eLong-term carcinogenicity assays \u003c\/li\u003e\n\u003cli\u003eStudies on reproductive toxicity \u003c\/li\u003e\n\u003cli\u003eMutagenicity assays \u003c\/li\u003e\n\u003cli\u003eToxicokinetic studies \u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThe book also discusses proof of safety (particularly in ecotoxicological assays), toxicogenomics, the analysis of interlaboratory studies and the modeling of dose-response relationships for risk assessment. For each toxicological problem, the author describes the statistics involved, matching data example, R code, and outcomes and their interpretation. This approach allows you to select a certain bioassay, identify the specific data structure, run the R code with the data example, understand the test outcome and interpretation, and replace the data set with your own data and run again. \u003c\/p\u003e","brand":"Taylor \u0026 Francis Inc","offers":[{"title":"Default Title","offer_id":54255603253592,"sku":"9781498701273","price":107.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781498701273.jpg?v=1779422440","url":"https:\/\/agendabookshop.com\/products\/statistics-in-toxicology-using-r-1","provider":"Agenda Bookshop","version":"1.0","type":"link"}