| 查看: 672 | 回复: 6 | ||||
| 当前主题已经存档。 | ||||
hf6391964铁杆木虫 (知名作家)
|
[交流]
精品书----Data Analysis for Chemistry
|
|||
|
ISBN: 0195162110 Title: Data Analysis for Chemistry: An Introductory Guide for Students and Laboratory Scientists Author: D. Brynn Hibbert J. Justin Gooding Publisher: Oxford University Press, USA Publication Date: 2005-10-27 Number Of Pages: 192 2.2 Mb pdf Chemical data analysis, with aspects of metrology in chemistry and chemometrics, is an evolving discipline where new and better ways of doing things are constantly being developed. This book makes data analysis simple by demystifying the language and whenever possible giving unambiguous ways of doing things. Based on author D. Brynn Hibberts lectures on data analysis to undergraduates and graduate students, Data Analysis for Chemistry covers topics including measurements, means and confidence .. Contents Readers’ Guide: Definitions, Questions, and Useful Functions: Where to Find Things and What to Do 1 1. Introduction 21 1.1. What This Chapter Should Teach You 21 1.2. Measurement 21 1.3. Why Measure? 21 1.4. Definitions 22 1.5. Calibration and Traceability 23 1.6. So Why Do We Need to Do Data Analysis at All? 23 1.7. Three Types of Error 24 1.8. Accuracy and Precision 31 1.9. Significant Figures 35 1.10. Fit for Purpose 37 2. Describing Data: Means and Confidence Intervals 39 2.1. What This Chapter Should Teach You 39 2.2. The Analytical Result 39 2.3. Population and Sample 40 2.4. Mean, Variance, and Standard Deviation 41 2.5. So How Do I Quote My Uncertainty? 49 2.6. Robust Estimators 61 2.7. Repeatability and Reproducibility of Measurements 64 3. Hypothesis Testing 67 3.1. What This Chapter Should Teach You 67 3.2. Why Perform Hypothesis Tests? 67 3.3. Levels of Confidence and Significance 68 3.4. How to Test If Your Data Are Normally Distributed 72 3.5. Test for an Outlier 77 3.6. Determining Significant Systematic Error 82 3.7. Testing Variances: Are Two Variances Equivalent? 87 3.8. Testing Two Means (Means t-Test) 90 3.9. Paired t-Test 94 3.10. Hypothesis Testing in Excel 97 4. Analysis of Variance 99 4.1. What This Chapter Should Teach You 99 4.2. What Is Analysis of Variance (ANOVA)? 99 4.3. Jargon 101 4.4. One-Way ANOVA 101 4.5. Least Significant Difference 105 4.6. ANOVA in Excel 106 4.7. Sampling 112 4.8. Multiway ANOVA 115 4.9. Two-Way ANOVA in Excel 116 4.10. Calculations of Multiway ANOVA 125 4.11. Variances in Multiway ANOVA 125 5. Calibration 127 5.1. What This Chapter Should Teach You 127 5.2. Introduction 127 5.3. Linear Calibration Models 129 5.4. Calibration in Excel 147 5.5. r2: A Much Abused Statistic 153 5.6. The Well-Tempered Calibration 154 5.7. Standard Addition 155 5.8. Limits of Detection and Determination 160 Appendix 165 Bibliography 169 Index 173 http://www.isload.com.cn/store/mfi2czaajesmf |
回复此楼» 收录本帖的淘帖专辑推荐
 实验事故---要命呀 |
» 猜你喜欢
基金啊基金
已经有3人回复
-
科研孤儿太难了
已经有15人回复
-
让我中一个面上吧！
已经有10人回复
-
言之凿凿，明天官网会通知放榜？
已经有17人回复
-
时间戳又变了
已经有17人回复
-
今天系统多次维护，明天很可能放榜！
已经有11人回复
-
时间戳变了，能看出什么问题？
已经有23人回复
-
只有每年这种时候来逛逛小木虫
已经有22人回复
-
放榜前的不淡定
已经有12人回复
-
重要消息，中午系统在维护
已经有12人回复
yensh
金虫 (文坛精英)
- ACI: 1
- 应助: 0 (幼儿园)
- 贵宾: 7.448
- 金币: 2333.1
- 散金: 18967
- 红花: 118
- 沙发: 677
- 帖子: 25063
- 在线: 1871.6小时
- 虫号: 446925
- 注册: 2007-10-28
- 专业: 未来学
2楼2007-12-24 12:45:10
anny67
金虫 (著名写手)
- 应助: 0 (幼儿园)
- 金币: 4234.7
- 帖子: 2624
- 在线: 152.1小时
- 虫号: 421051
- 注册: 2007-07-14
- 性别: MM
- 专业: 样品前处理方法与技术
3楼2007-12-24 13:52:37
0.5
 |
4楼2007-12-24 14:16:13
yinjj
金虫 (职业作家)
- 应助: 0 (幼儿园)
- 金币: 1181.6
- 红花: 10
- 帖子: 4308
- 在线: 585小时
- 虫号: 84177
- 注册: 2005-08-03
- 性别: GG
- 专业: 化学计量学与化学信息学
5楼2007-12-24 14:26:11
6楼2007-12-24 14:37:52
7楼2007-12-24 15:46:57
40