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296 Pages
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Industry Reviews
Preface to the first paperback edition | p. xiv |
Preface | p. xv |
The purpose of the book | p. xv |
Survey of contents | p. xvi |
How to use the book | p. xvii |
Notation, terminology and conventions | p. xvii |
Acknowledgements | p. xviii |
Introduction | p. 1 |
Descriptive methods | p. 15 |
Introduction | p. 15 |
Data display | p. 15 |
Simple summary quantities | p. 30 |
Sample trigonometric moments | p. 30 |
Other measures of location and spread | p. 35 |
Linear order statistics and circular ranks | p. 37 |
Modifications for axial data | p. 37 |
Models | p. 39 |
Introduction | p. 39 |
Notation; trigonometric moments | p. 40 |
Probability density functions and distribution functions | p. 40 |
Trigonometric moments and other population characteristics | p. 41 |
Probability distributions on the circle | p. 43 |
The uniform distribution U[superscript c] | p. 43 |
The Cardioid distribution C([mu], [rho]) | p. 44 |
Wrapped distributions--general | p. 45 |
The Wrapped Cauchy distribution WC([mu], [rho]) | p. 46 |
The Wrapped Normal distribution WN([mu], [rho]) | p. 47 |
The von Mises distribution V M([mu], [kappa]) | p. 48 |
Other models for circular data | p. 56 |
Analysis of a single sample of data | p. 59 |
Introduction | p. 59 |
Exploratory analysis | p. 62 |
Testing a sample of unit vectors for uniformity | p. 64 |
Nonparametric methods for unimodal data | p. 72 |
Introduction | p. 72 |
Estimation of the median direction | p. 72 |
Testing the median direction for a specified value | p. 73 |
Estimation of the mean direction | p. 75 |
Testing a mean direction for a specified value | p. 79 |
Testing for symmetry | p. 80 |
Statistical analysis of a random sample of unit vectors from a von Mises distribution | p. 81 |
Introduction | p. 81 |
Test for uniformity against a von Mises alternative | p. 82 |
Goodness-of-fit for the von Mises model | p. 82 |
Outlier test for discordancy for von Mises data | p. 85 |
Parameter estimation for the von Mises distribution | p. 88 |
Test for a specified mean direction or concentration parameter of a von Mises distribution | p. 93 |
Statistical analysis of a random sample of unit vectors from a multimodal distribution | p. 96 |
Fitting a mixture of two von Mises distributions | p. 97 |
A test for the number of components in a mixture of von Mises distributions | p. 100 |
Other topics | p. 102 |
Analysis of two or more samples, and of other experimental layouts | p. 105 |
Introduction | p. 105 |
Exploratory analysis | p. 109 |
Nonparametric methods for analysing two or more samples of unimodal data | p. 113 |
Introduction | p. 113 |
Test for a common median direction of two or more distributions | p. 114 |
Estimation of the common median direction of two or more distributions | p. 114 |
Test for a common mean direction of two or more distributions | p. 115 |
Estimation of the common mean direction of two or more distributions | p. 118 |
Test whether two or more distributions are identical | p. 122 |
Analysis of two or more samples from von Mises distributions | p. 123 |
Introduction | p. 123 |
Test for a common mean direction of two or more von Mises distributions | p. 124 |
Estimation of the common mean direction of two or more von Mises distributions | p. 130 |
Test for equality of concentration parameters of two or more von Mises distributions | p. 131 |
Estimation of the common concentration parameter of two or more von Mises distributions | p. 133 |
Analysis of data from more complicated experimental designs | p. 133 |
Correlation and regression | p. 135 |
Introduction | p. 135 |
Linear--circular association and circular--linear association | p. 139 |
Introduction | p. 139 |
Linear--circular association: C-association | p. 140 |
Linear--circular association: C-linear association | p. 145 |
Circular--circular association | p. 145 |
Introduction | p. 145 |
Circular--circular association: T-monotone association | p. 146 |
Circular--circular association: T-linear association | p. 151 |
A general test for circular--circular association | p. 153 |
Regression models for a circular response variable | p. 155 |
Introduction | p. 155 |
Circular regression for the mean direction | p. 157 |
Circular regression for the concentration parameter | p. 163 |
Circular regression with a mixed model | p. 166 |
Circular regression with a circular covariate | p. 168 |
Analysis of data with temporal or spatial structure | p. 169 |
Introduction | p. 169 |
Analysis of temporal data | p. 172 |
Introduction | p. 172 |
Exploratory analysis | p. 173 |
Detecting changes of direction and serial dependence | p. 176 |
Fitting autoregressive models to time series | p. 184 |
Spatial analysis | p. 189 |
Some modern statistical techniques for testing and estimation | p. 199 |
Introduction | p. 199 |
Bootstrap methods for confidence intervals and hypothesis tests: general description | p. 200 |
Bootstrap methods for circular data: confidence regions for the mean direction | p. 205 |
Introduction | p. 205 |
Methods for a single sample | p. 205 |
Handling very small samples | p. 207 |
Methods for combining two or more samples | p. 209 |
Computing algorithms | p. 210 |
Bootstrap methods for circular data: hypothesis tests for mean directions | p. 211 |
Introduction | p. 211 |
Methods for a single sample | p. 211 |
Handling very small samples | p. 212 |
Methods for comparing two or more samples | p. 213 |
Randomisation, or permutation, tests | p. 214 |
Tables | p. 219 |
Percentiles of the Normal N(0,1) distribution | p. 219 |
Percentiles of the X[superscript 2 subscript v]-distribution | p. 221 |
Values of y = A[superscript -1 subscript 1] (x) for 0 [less than or equal] x [greater than or equal] 1 | p. 224 |
Values of x = A[subscript 1] (y) for y [greater than or equal] 0 | p. 225 |
Selected percentiles for the statistic V | p. 225 |
Selected confidence intervals for the median direction | p. 226 |
Critical values for the Wilcoxon signed-rank statistic | p. 227 |
Critical values for testing goodness of fit of a von Mises distribution | p. 230 |
Critical values for the discordancy test for a von Mises sample | p. 231 |
Critical values for the angular--linear rank correlation statistic U[subscript n] | p. 231 |
Assessment of significance of the angular--linear rank correlation coefficients [lambda subscript n] and [lambda subscript n,M] | p. 232 |
Critical values for the angular--angular rank correlation coefficient [Delta subscript n] | p. 234 |
Critical values for the angular--angular rank correlation coefficient [Pi subscript n] | p. 236 |
Data sets | p. 239 |
Arrival times at an intensive care unit | p. 239 |
Long-axis orientations of feldspar laths | p. 240 |
Movements of turtles | p. 241 |
Directional preferences of starhead topminnows | p. 241 |
Long-axis orientations of feldspar laths | p. 242 |
Cross-bed azimuths of palaeocurrents | p. 242 |
Movements of ants | p. 243 |
Orientations of pebbles | p. 243 |
Dance directions of bees | p. 244 |
Directions of desert ants | p. 244 |
Movements of sea stars | p. 245 |
Vanishing directions of homing pigeons | p. 245 |
Orientations of termite mounds | p. 246 |
Seasonal wind directions | p. 249 |
Groove and tool marks, and flute marks | p. 250 |
Cross-bed measurements from Himalayan molasse | p. 250 |
Orientations of rock cores | p. 251 |
Wind direction and ozone concentration | p. 251 |
Nest orientations and creek directions | p. 252 |
Movements of blue periwinkles | p. 252 |
Pairs of wind directions | p. 253 |
Face-cleat in a coal seam | p. 254 |
Wind directions | p. 254 |
Time series of flare azimuths | p. 255 |
References | p. 257 |
Index | p. 269 |
Table of Contents provided by Syndetics. All Rights Reserved. |
ISBN: 9780521568906
ISBN-10: 0521568900
Published: 11th December 1995
Format: Paperback
Language: English
Number of Pages: 296
Audience: College, Tertiary and University
Publisher: Cambridge University Press
Country of Publication: GB
Dimensions (cm): 23.5 x 19.2 x 1.7
Weight (kg): 0.51
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