Statistics for environmental biology and toxicology:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
London u.a.
Chapman & Hall
1997
|
| Edition: | 1. ed. |
| Series: | Interdisciplinary statistics
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XVI, 579 S. graph. Darst. |
| ISBN: | 0412047314 |
Staff View
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Record in the Search Index
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| adam_text | Titel: Statistics for environmental biology and toxicology
Autor: Piegorsch, Walter W.
Jahr: 1997
Contents
Preface xi
1 Basic probability and statistical distributions 1
1.1 Introductory concepts in probability 1
1.2 Families of discrete distributions 11
1.3 Families of continuous distributions 20
1.4 The exponential class of distributions 28
1.5 Families of multivariate distributions 30
1.6 Summary 36
Exercises 37
2 Fundamentals of statistical inference 46
2.1 Introductory concepts in statistical estimation 47
2.2 Nature and properties of estimators 49
2.3 Techniques for constructing statistical estimators 50
2.4 Statistical inference - Testing hypotheses 57
2.5 Statistical inference - Confidence intervals 65
2.6 Confidence intervals for some special distributions 75
2.7 Semi-parametric inference 84
2.8 Summary 92
Exercises 92
3 Fundamental issues in experiment design 101
3.1 Basic terminology in experiment design 101
3.2 The experimental unit 109
3.3 Random sampling and randomization 111
3.4 Sample sizes and optimal animal allocation 114
3.5 Dose selection 116
3.6 Summary 121
Exercises 122
4 Data analysis of treatment-versus-control differences 125
4.1 Two-sample comparisons — Testing hypotheses 125
4.2 Two-sample comparisons - Confidence intervals 157
4.3 Summary 168
Exercises 169
viii Contents
5 Treatment-versus-control multiple comparisons 177
5.1 Comparing more than two populations 177
5.2 Multiple comparisons via Bonferroni s inequality 184
5.3 Multiple comparisons with a control - Normal sampling 187
5.4 Multiple comparisons among binomial populations 196
5.5 Multiple comparisons with a control - Poisson sampling 201
5.6 All-pairwise multiple comparisons 204
5.7 Summary 207
Exercises 208
6 Trend testing 213
6.1 Simple linear regression for normal data 214
6.2 Williams test for normal data 223
6.3 Trend tests for proportions 227
6.4 Cochran-Armitage trend test for counts 242
6.5 Overdispersed discrete data 245
6.6 Distribution-free trend testing 261
6.7 Nonparametric tests for nonmonotone ( umbrella ) trends 265
6.8 Summary 270
Exercises 271
7 Dose-response modeling and analysis 288
7.1 Dose-response models on a continuous scale 289
7.2 Dose-response models on a discrete scale 313
7.3 Potency estimation for dose-response data 328
7.4 Comparing dose-response curves 342
7.5 Summary 347
Exercises 347
8 Introduction to generalized linear models 360
8.1 Review of classical linear models 361
8.2 Generalizing the classical linear model 367
8.3 Generalized linear models 371
8.4 Examples and illustrations 378
8.5 Summary 403
Exercises 403
9 Analysis of cross-classified tabular/categorical data 412
9.1 Rx.Ccontingency tables 413
9.2 Statistical distributions for categorical data 414
Contents ix
9.3 Statistical tests of independence in RxC tables 418
9.4 Log-linear models and relationships to generalized linear
models 435
9.5 Tables of proportions 438
9.6 Summary 451
Exercises 451
10 Incorporating historical control information 462
10.1 Guidelines for using historical control data 462
10.2 Two-sample hypothesis testing - Normal distribution
sampling 464
10.3 Two-sample hypothesis testing - Binomial sampling 466
10.4 Trend testing with historical controls 471
10.5 Summary 474
Exercises 475
11 Survival-data analysis 478
11.1 Lifetime distributions 479
11.2 Estimating the survivor function 480
11.3 Nonparametric methods for comparing survival curves 502
11.4 Regression models for survival data 507
11.5 Summary 525
Exercises 526
References 535
Subject Index 564
|
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| indexdate | 2024-07-09T18:27:41Z |
| institution | BVB |
| isbn | 0412047314 |
| language | English |
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| physical | XVI, 579 S. graph. Darst. |
| publishDate | 1997 |
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| publisher | Chapman & Hall |
| record_format | marc |
| series2 | Interdisciplinary statistics |
| spelling | Piegorsch, Walter W. Verfasser aut Statistics for environmental biology and toxicology Walter W. Piegorsch and A. John Bailer 1. ed. London u.a. Chapman & Hall 1997 XVI, 579 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Interdisciplinary statistics Environmental toxicology Statistical methods Toxicology Statistical methods Toxicology statistics Statistik (DE-588)4056995-0 gnd rswk-swf Umwelttoxikologie (DE-588)4121813-9 gnd rswk-swf Umwelttoxikologie (DE-588)4121813-9 s Statistik (DE-588)4056995-0 s DE-604 Bailer, A. John Verfasser aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008444122&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Piegorsch, Walter W. Bailer, A. John Statistics for environmental biology and toxicology Environmental toxicology Statistical methods Toxicology Statistical methods Toxicology statistics Statistik (DE-588)4056995-0 gnd Umwelttoxikologie (DE-588)4121813-9 gnd |
| subject_GND | (DE-588)4056995-0 (DE-588)4121813-9 |
| title | Statistics for environmental biology and toxicology |
| title_auth | Statistics for environmental biology and toxicology |
| title_exact_search | Statistics for environmental biology and toxicology |
| title_full | Statistics for environmental biology and toxicology Walter W. Piegorsch and A. John Bailer |
| title_fullStr | Statistics for environmental biology and toxicology Walter W. Piegorsch and A. John Bailer |
| title_full_unstemmed | Statistics for environmental biology and toxicology Walter W. Piegorsch and A. John Bailer |
| title_short | Statistics for environmental biology and toxicology |
| title_sort | statistics for environmental biology and toxicology |
| topic | Environmental toxicology Statistical methods Toxicology Statistical methods Toxicology statistics Statistik (DE-588)4056995-0 gnd Umwelttoxikologie (DE-588)4121813-9 gnd |
| topic_facet | Environmental toxicology Statistical methods Toxicology Statistical methods Toxicology statistics Statistik Umwelttoxikologie |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008444122&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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