Sequential data in biological experiments: an introduction for research workers
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
London u.a.
Chapman & Hall
1992
|
| Edition: | 1. ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XII, 240 S. graph. Darst. |
| ISBN: | 0412414104 |
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Record in the Search Index
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| adam_text | SEQUENTIAL DATA
IN BIOLOGICAL
EXPERIMENTS
An introduction for research workers
EA^ Roberts
Sydney Water Board
CHAPMAN amp; HALL
London • New York • Tokyo • Melbourne • Madras
Contents
Preface xi
1 Introduction
2 A
3 A
Introduction
Matrices
Simple linear regression
Multiple linear regression
Polynomial regression
Periodic regression
Serial correlation
Analysis of variance
Multivariate analysis of variance
Complex responses
Regression to be fitted to the data of Figure 1 4
Estimation from the regression equation
Discussion
simple factorial grazing experiment measured on 27 occasions
Introduction
Estimates of treatment comparisons
Plots of c0, c3, ,c 9 against time
Regression of c3, , c9 on time
Fitting Equation (2 3) to the data for each plot
Analysis of bo, ,bio
Choosing equations to approximate trends in c3, ,c9
Predicted values of treatment comparisons
Calculation of predicted values and their variances by
regression analysis
Confidence limits
Discussion
3x3 factorial with quantitative levels
Introduction
Background to the experiment
Data and analvsis of variance
viii Contents
Estimates of c2, ,c2233 of Equation (3 1) for each weighing
time
Regression of c2, ,c2233 on time
Fitting Equation (3 2) to the live weights for each plot
Analysis of the bk of Table 3 7
Regression of the treatment effects on time
Predicted values of the treatment contrasts
3 10 Predicted values for live weight
I Variances of the predicted live weights
Definable within-individual comparisons
Introduction
An example
Covariance
Introduction
Background to the example
Analysis of variance of the basic design
Analysis of covariance
Regression of the values of cu , c23 on time
Expected values for dry matter
Polynomials through the origin
Discussion
Pre-treatment observations in the design of experiments
Introduction
Blocking
Allocation of treatments
More than one concomitant
General comments
Weighted regression, goodness-of-fit and related topics
Introduction
Direct fitting
Generalized least squares
Weighted least squares using estimated weights
Example
Experiments with few degrees of freedom for error
Environmental variables
Introduction
Rainfall variables
Contents ix
8 3 Simple regression of the comparisons on rainfall
8 4 c3(Pl)andc42(P2/SR2)
8 5 c6(SR)
8 6 c5 ,(P3/SR1)
8 7 cs 2(P3/SR2)
8 8 Discussion
9 Correlation between series of random variables
9 1 Introduction
9 2 Data
9 3 Regression of live weight on dry matter
9 4 Correlation between nitrogen and phosphorus content
of lucerne
9 5 Discussion
10 Response (reaction) times
10 1 Introduction
10 2 Example
10 3 Discussion
Appendix
Standardized orthogonal multipliers for polynomial
regression through the origin for n = 2-24
Bibliographical note
Bibliography
Index
|
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| dewey-raw | 574/.072 |
| dewey-search | 574/.072 |
| dewey-sort | 3574 272 |
| dewey-tens | 570 - Biology |
| discipline | Biologie |
| edition | 1. ed. |
| format | Book |
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| publisher | Chapman & Hall |
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| spelling | Roberts, Edwin A. Verfasser aut Sequential data in biological experiments an introduction for research workers E. A. Roberts 1. ed. London u.a. Chapman & Hall 1992 XII, 240 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Biology - Statistical mathematics Biometrie gtt Biology Experiments Statistical methods Biology, Experimental Statistical methods Biostatistik (DE-588)4729990-3 gnd rswk-swf Biologie (DE-588)4006851-1 gnd rswk-swf Datenerhebung (DE-588)4155272-6 gnd rswk-swf Experiment (DE-588)4015999-1 gnd rswk-swf Biologie (DE-588)4006851-1 s Experiment (DE-588)4015999-1 s Datenerhebung (DE-588)4155272-6 s 1\p DE-604 Biostatistik (DE-588)4729990-3 s 2\p DE-604 HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=005391090&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Roberts, Edwin A. Sequential data in biological experiments an introduction for research workers Biology - Statistical mathematics Biometrie gtt Biology Experiments Statistical methods Biology, Experimental Statistical methods Biostatistik (DE-588)4729990-3 gnd Biologie (DE-588)4006851-1 gnd Datenerhebung (DE-588)4155272-6 gnd Experiment (DE-588)4015999-1 gnd |
| subject_GND | (DE-588)4729990-3 (DE-588)4006851-1 (DE-588)4155272-6 (DE-588)4015999-1 |
| title | Sequential data in biological experiments an introduction for research workers |
| title_auth | Sequential data in biological experiments an introduction for research workers |
| title_exact_search | Sequential data in biological experiments an introduction for research workers |
| title_full | Sequential data in biological experiments an introduction for research workers E. A. Roberts |
| title_fullStr | Sequential data in biological experiments an introduction for research workers E. A. Roberts |
| title_full_unstemmed | Sequential data in biological experiments an introduction for research workers E. A. Roberts |
| title_short | Sequential data in biological experiments |
| title_sort | sequential data in biological experiments an introduction for research workers |
| title_sub | an introduction for research workers |
| topic | Biology - Statistical mathematics Biometrie gtt Biology Experiments Statistical methods Biology, Experimental Statistical methods Biostatistik (DE-588)4729990-3 gnd Biologie (DE-588)4006851-1 gnd Datenerhebung (DE-588)4155272-6 gnd Experiment (DE-588)4015999-1 gnd |
| topic_facet | Biology - Statistical mathematics Biometrie Biology Experiments Statistical methods Biology, Experimental Statistical methods Biostatistik Biologie Datenerhebung Experiment |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=005391090&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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