{"product_id":"experimental-design-and-statistical-analysis-for-pharmacology-and-the-biomedical-sciences-9781119437635","title":"Experimental Design and Statistical Analysis for","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eExperimental Design and Statistical Analysis for Pharmacology and the Biomedical Sciences A practical guide to the use of basic principles of experimental design and statistical analysis in pharmacology Experimental Design and Statistical Analysis for Pharmacology and the Biomedical Sciences provides clear instructions on applying statistical analysis techniques to pharmacological data. Written by an experimental pharmacologist with decades of experience teaching statistics and designing preclinical experiments, this reader-friendly volume explains the variety of statistical tests that researchers require to analyze data and draw correct conclusions. Detailed, yet accessible, chapters explain how to determine the appropriate statistical tool for a particular type of data, run the statistical test, and analyze and interpret the results. By first introducing basic principles of experimental design and statistical analysis, the author then guides readers through descriptive and inferentia\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e Foreward 4\u003c\/p\u003e \u003cp\u003e1 Introduction 6\u003c\/p\u003e \u003cp\u003e2 So, what are data? 8\u003c\/p\u003e \u003cp\u003e3 Numbers; counting and measuring, precision and accuracy 9\u003c\/p\u003e \u003cp\u003e4 Data collection: Sampling and populations, different types of data, data distributions 12\u003c\/p\u003e \u003cp\u003e5 Descriptive statistics: measures to describe and summarize data sets. 16\u003c\/p\u003e \u003cp\u003e6 Testing for Normality and transforming skewed data sets 22\u003c\/p\u003e \u003cp\u003e7 The Standard Normal Distribution 28\u003c\/p\u003e \u003cp\u003e8 Non-Parametric Descriptive statistics 30\u003c\/p\u003e \u003cp\u003e9 Summary of descriptive statistics; so, what values may I use to describe my data? 34\u003c\/p\u003e \u003cp\u003e Decision Flowchart 1: Descriptive Statistics – Parametric v Non-parametric data 43\u003c\/p\u003e \u003cp\u003e10 Introduction to Inferential statistics 44\u003c\/p\u003e \u003cp\u003e11 Comparing 2 sets of data – Independent t-test 50\u003c\/p\u003e \u003cp\u003e12 Comparing 2 sets of data – Paired t-test 55\u003c\/p\u003e \u003cp\u003e13 Comparing 2 sets of data – Independent non-parametric data 58\u003c\/p\u003e \u003cp\u003e14 Comparing 2 sets of data – Paired non-parametric data 62\u003c\/p\u003e \u003cp\u003e15 Parametric 1-way Analysis of Variance 66\u003c\/p\u003e \u003cp\u003e16 Repeated Measures Analysis of Variance 78\u003c\/p\u003e \u003cp\u003e17 Complex Analysis of Variance models 86\u003c\/p\u003e \u003cp\u003e18 Non-parametric ANOVA 102\u003c\/p\u003e \u003cp\u003e Decision Flowchart 2: Inferential Statistics – Single and multiple pairwise comparisons 115\u003c\/p\u003e \u003cp\u003e19 Correlation Analysis 116\u003c\/p\u003e \u003cp\u003e20 Regression Analysis 126\u003c\/p\u003e \u003cp\u003e21 Chi-Square Analysis 136\u003c\/p\u003e \u003cp\u003e Decision Flowchart 3: Inferential Statistics –Tests of Association 145\u003c\/p\u003e \u003cp\u003e22 Confidence Intervals 146\u003c\/p\u003e \u003cp\u003e23 Permutation Test of Exact Inference 150\u003c\/p\u003e \u003cp\u003e24 General Linear Model 152\u003c\/p\u003e \u003cp\u003eAppendices Introduction to Appendices 155\u003c\/p\u003e \u003cp\u003eA Data distribution: probability mass function and probability density functions\u003c\/p\u003e \u003cp\u003eA.1 Binomial Distribution 156\u003c\/p\u003e \u003cp\u003eA.2 Exponential Distribution 157\u003c\/p\u003e \u003cp\u003eA.3 Normal Distribution 158\u003c\/p\u003e \u003cp\u003eA.4 Chi-square Distribution 159\u003c\/p\u003e \u003cp\u003eA.5 Student t-Distribution 160\u003c\/p\u003e \u003cp\u003eA.6 F Distribution 161\u003c\/p\u003e \u003cp\u003eB Standard Normal Probabilities\u003c\/p\u003e \u003cp\u003eB.1 AUC values for z values below the mean (i.e. -z) 162\u003c\/p\u003e \u003cp\u003eB.2 AUC values for z values above the mean (i.e. +z) 163\u003c\/p\u003e \u003cp\u003eC Critical values of the t-distribution 164\u003c\/p\u003e \u003cp\u003eD Critical values of the Mann-Whitney U statistic\u003c\/p\u003e \u003cp\u003eD.1 Critical values for U; One-tailed test, p = 0.05 165\u003c\/p\u003e \u003cp\u003eD.2 Critical values for U; One-tailed test, p = 0.01 166\u003c\/p\u003e \u003cp\u003eD.3 Critical values for U; Two-tailed test, p = 0.05 167\u003c\/p\u003e \u003cp\u003eD.4 Critical values for U; Two-tailed test, p = 0.01 168\u003c\/p\u003e \u003cp\u003eE Critical values of the F distribution\u003c\/p\u003e \u003cp\u003eE.1 Critical values of F, p = 0.05 169\u003c\/p\u003e \u003cp\u003eE.2 Critical values of F, p = 0.01 170\u003c\/p\u003e \u003cp\u003eE.3 Critical values of F, p = 0.001 171\u003c\/p\u003e \u003cp\u003eF Critical values of the Chi-square distribution 172\u003c\/p\u003e \u003cp\u003eG Critical z values for multiple non-parametric pairwise comparisons\u003c\/p\u003e \u003cp\u003eG.1 Critical values of z according to the number of comparisons 173\u003c\/p\u003e \u003cp\u003eG.2 Alternative critical values of z according to the number of comparisons when all groups have an equal number of subjects 173\u003c\/p\u003e \u003cp\u003eH Critical values of correlation coefficients\u003c\/p\u003e \u003cp\u003eH.1 Pearson Product Moment Correlation 174\u003c\/p\u003e \u003cp\u003eH.2 Spearman Rank Correlation 174\u003c\/p\u003e \u003cp\u003eH.3 Kendall’s Rank Correlation (Kendall’s tau) 175\u003c\/p\u003e \u003cp\u003e Overall Decision Flowchart: Descriptive and Inferential Statistics 176\u003c\/p\u003e \u003cp\u003eIndex \u003c\/p\u003e","brand":"John Wiley and Sons Ltd","offers":[{"title":"Default Title","offer_id":49407056773463,"sku":"9781119437635","price":37.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781119437635.jpg?v=1730498020","url":"https:\/\/bookcurl.com\/products\/experimental-design-and-statistical-analysis-for-pharmacology-and-the-biomedical-sciences-9781119437635","provider":"Book Curl","version":"1.0","type":"link"}