Applied Statistics A Handbook of Techniques
An English translation now joins the Russian and Spanish versions. It is based on the newly revised fifth edition of the German version of the book. The original edition has become very popular as a learning and reference source with easy to follow recipes and cross references for scientists in fiel...
| Main Author: | |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
New York, NY
Springer New York
1982, 1982
|
| Edition: | 1st ed. 1982 |
| Series: | Springer Series in Statistics
|
| Subjects: | |
| Online Access: | |
| Collection: | Springer Book Archives -2004 - Collection details see MPG.ReNa |
Table of Contents:
- 7.6 Rank Analysis of Variance for Several Correlated Samples
- ? 7.7 Principles of Experimental Design
- Bibliography and General References
- Exercises
- Solutions to the Exercises
- Author Index
- ? 3.3 Comparison of an Empirical Variance with Its Parameter
- 3.4 Confidence Interval for the Variance and for the Coefficient of Variation
- 3.5 Comparison of Two Empirically Determined Variances of Normally Distributed Populations
- ? 3.6 Comparison of Two Empirical Means of Normally Distributed Populations
- 3.7 Quick Tests Which Assume Nearly Normally Distributed Data
- 3.8 The Problem of Outliers and Some Tables Useful in Setting Tolerance Limits
- 3.9 Distribution-Free Procedures for the Comparison of Independent Samples
- 4 Further Test Procedures
- 4.1 Reduction of Sampling Errors by Pairing Observations: Paired Samples
- 4.2 Observations Arranged in Pairs
- 4.3 The ?2 Goodness of Fit Test
- 4.4 The Kolmogoroff-Smirnoff Goodness of Fit Test
- 4.5 The Frequency of Events
- 4.6 The Evaluation of Fourfold Tables
- 4.7 Testing the Randomness of a Sequence of Dichotomous Data or of Measured Data
- 4.8 The S3 Sign Test of Cox and Stuart for Detection of a Monotone Trend
- 5 Measures of Association: Correlation and Regression
- 5.1 Preliminary Remarks and Survey
- 5.2 Hypotheses on Causation Must Come from Outside, Not Necessarily from Statistics
- 5.3 Distribution-Free Measures of Association
- 5.4 Estimation Procedures
- 5.5 Test Procedures
- 5.6 Nonlinear Regression
- 5.7 Some Linearizing Transformations
- ? 5.8 Partial and Multiple Correlations and Regressions
- 6 The Analysis of k × 2 and Other Two Way Tables
- 6.1 Comparison of Several Samples of Dichotomous Data and the Analysis of a k × 2 Two Way Table
- 6.2 The Analysis of r × c Contingency and Homogeneity Tables
- 7 Analysis of Variance Techniques
- ? 7.1 Preliminary Discussion and Survey
- 7.2 Testing the Equality of Several Variances
- 7.3 One Way Analysis of Variance
- 7.4 Two Way and Three Way Analysis of Variance
- 7.5 Rapid Tests of Analysis of Variance
- to Statistics
- 0 Preliminaries
- 0.1 Mathematical Abbreviations
- 0.2 Arithmetical Operations
- 0.3 Computational Aids
- 0.4 Rounding Off
- 0.5 Computations with Inaccurate Numbers
- 1 Statistical Decision Techniques
- 1.1 What Is Statistics? Statistics and the Scientific Method
- 1.2 Elements of Computational Probability
- 1.3 The Path to the Normal Distribution
- 1.4 The Road to the Statistical Test
- 1.5 Three Important Families of Test Distributions
- 1.6 Discrete Distributions
- 2 Statistical Methods in Medicine and Technology
- 2.1 Medical Statistics
- 2.2 Sequential Test Plans
- 2.3 Evaluation of Biologically Active Substances Based on Dosage-Dichotomous Effect Curves
- 2.4 Statistics in Engineering
- 2.5 Operations Research
- 3 The Comparison of Independent Data Samples
- 3.1 The Confidence Interval of the Mean and of the Median
- ? 3.2 Comparison of an Empirical Mean with the Mean of a Normally Distributed Population