Permutation methods: a distance function approach
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| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York [u.a.]
Springer
2001
|
| Series: | Springer series in statistics
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Literaturverz. S. 325 - 345 |
| Physical Description: | XV, 352 S. graph. Darst. : 25 cm |
| ISBN: | 0387988823 |
Staff View
MARC
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| 001 | BV013953760 | ||
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| 100 | 1 | |a Mielke, Paul W. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Permutation methods |b a distance function approach |c Paul W. Mielke ; Kenneth J. Berry |
| 264 | 1 | |a New York [u.a.] |b Springer |c 2001 | |
| 300 | |a XV, 352 S. |b graph. Darst. : 25 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Springer series in statistics | |
| 500 | |a Literaturverz. S. 325 - 345 | ||
| 650 | 7 | |a Afstand |2 gtt | |
| 650 | 7 | |a Hypothesetoetsing |2 gtt | |
| 650 | 7 | |a Permutaties |2 gtt | |
| 650 | 4 | |a Rééchantillonnage (Statistique) | |
| 650 | 7 | |a Statistische analyse |2 gtt | |
| 650 | 4 | |a Tests d'hypothèses (Statistique) | |
| 650 | 4 | |a Resampling (Statistics) | |
| 650 | 4 | |a Statistical hypothesis testing | |
| 650 | 0 | 7 | |a Randomisierter Test |0 (DE-588)4294178-7 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Resampling |0 (DE-588)4288033-6 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Randomisierter Test |0 (DE-588)4294178-7 |D s |
| 689 | 0 | |5 DE-604 | |
| 689 | 1 | 0 | |a Resampling |0 (DE-588)4288033-6 |D s |
| 689 | 1 | |5 DE-604 | |
| 700 | 1 | |a Berry, Kenneth J. |e Verfasser |4 aut | |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009549145&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-009549145 | |
Record in the Search Index
| _version_ | 1816444497562697728 |
|---|---|
| adam_text |
CONTENTS
PREFACE
VII
1
INTRODUCTION
1
2
DESCRIPTION
OF
MRPP
2.1
GENERAL
FORMULATION
OF
MRPP
.
2.1.1
EXAMPLES
OF
MRPP
.
2.2
CHOICE
OF
WEIGHTS
AND
DISTANCE
FUNCTIONS
.
2.3
PROBABILITY
OF
AN
OBSERVED
6
.
2.3.1
RESAMPLING
APPROXIMATION
.
2.3.2
PEARSON
TYPE
III
APPROXIMATION
.
2.3.3
APPROXIMATION
COMPARISONS
.
2.3.4
GROUP
WEIGHTS
.
2.3.5
WITHIN-GROUP
AGREEMENT
MEASURE
.
2.4
EXACT
AND
APPROXIMATE
P
VALUES
.
2.5
MRPP
WITH
AN
EXCESS
GROUP
.
2.6
DETECTION
OF
MULTIPLE
CLUMPING
.
2.7
DETECTION
OF
EVENLY
SPACED
LOCATION
PATTERNS
.
2.8
DEPENDENCE
OF
MRPP
ON
V
.
2.9
PERMUTATION
VERSION
OF
ONE-WAY
ANOVA
.
2.10
EUCLIDEAN
AND
HOTELLING
COMMENSURATION
.
2.11
POWER
COMPARISONS
.
2.11.1
THE
NORMAL
PROBABILITY
DISTRIBUTION
.
2.11.2
THE
CAUCHY
PROBABILITY
DISTRIBUTION
.
XII
CONTENTS
2.11.3
NONCENTRALITY
AND
POWER
.
62
2.11.4
SYNOPSIS
.
63
2.12
SUMMARY
.
64
3
FURTHER
MRPP
APPLICATIONS
67
3.1
AUTOREGRESSIVE
PATTERN
DETECTION
METHODS
.
67
3.2
ASYMMETRIC
TWO-WAY
CONTINGENCY
TABLE
ANALYSES
.
71
3.2.1
DEVELOPMENT
OF
THE
PROBLEM
.
73
3.2.2
A
NONASYMPTOTIC
SOLUTION
.
74
3.2.3
EXAMPLES
.
76
3.2.4
ANALYSIS
OF
POWER
.
78
3.2.5
SAMPLING
PROCEDURE
.
79
3.2.6
POWER
COMPARISONS
.
81
3.3
MEASUREMENT
OF
AGREEMENT
.
82
3.3.1
INTERVAL
DEPENDENT
VARIABLES
.
84
INTERVAL
EXAMPLE
.
87
3.3.2
ORDINAL
DEPENDENT
VARIABLES
.
87
ORDINAL
EXAMPLE
.
89
3.3.3
NOMINAL
DEPENDENT
VARIABLES
.
89
NOMINAL
EXAMPLE
.
89
3.3.4
MIXED
DEPENDENT
VARIABLES
.
90
MIXED
EXAMPLE
.
90
3.3.5
RELATIONSHIPS
WITH
EXISTING
STATISTICS
.
92
INTERVAL
DEPENDENT
VARIABLE
.
93
ORDINAL
DEPENDENT
VARIABLE
.
93
NOMINAL
DEPENDENT
VARIABLE
.
94
3.4
ANALYSES
INVOLVING
CYCLIC
DATA
.
94
3.4.1
ANALYSIS
OF
CIRCULAR
DATA
.
95
3.4.2
ANALYSIS
OF
SPHERICAL
DATA
.
95
A
PARAMETRIC
APPROACH
.
97
A
PERMUTATION
APPROACH
.
97
APPLICATION
OF
THE
PERMUTATION
APPROACH
.
99
3.5
ANALYSES
BASED
ON
GENERALIZED
RUNS
.
101
3.5.1
WALD-WOLFOWITZ
RUNS
TEST
.
102
3.5.2
GENERALIZED
RUNS
TEST
.
103
3.6
ANALYSES
INVOLVING
RANK-ORDER
STATISTICS
.
105
3.6.1
ASYMPTOTICALLY
MOST
POWERFUL
RANK
TESTS
AND
V
.
.
108
4
DESCRIPTION
OF
MRBP
113
4.1
GENERAL
FORMULATION
OF
MRBP
.
116
4.2
PERMUTATION
RANDOMIZED
BLOCK
ANALYSIS
OF
VARIANCE
.
119
4.3
RANK
AND
BINARY
TRANSFORMATIONS
.
121
4.3.1
EXAMPLE
1
.
124
4.3.2
EXAMPLE
2
.
125
4.4
ONE-SAMPLE
AND
MATCHED-PAIR
DESIGNS
.
125
CONTENTS
XIII
4.4.1
COMPARISONS
AMONG
UNIVARIATE
RANK
TESTS
.
128
4.4.2
MULTIVARIATE
TESTS
.
129
EXAMPLE
.
132
4.5
MEASUREMENT
OF
AGREEMENT
.
134
4.5.1
AGREEMENT
BETWEEN
TWO
OBSERVERS
.
136
NOMINAL
MEASUREMENT
.
136
ORDINAL
MEASUREMENT
.
139
INTERVAL
MEASUREMENT
.
145
4.5.2
MULTIPLE
OBSERVERS
.
145
4.5.3
TEST
OF
SIGNIFICANCE
.
148
4.5.4
TWO
INDEPENDENT
GROUPS
OF
OBSERVERS
.
150
4.5.5
AGREEMENT
WITH
A
STANDARD
.
151
5
REGRESSION
ANALYSIS,
PREDICTION,
AND
AGREEMENT
155
5.1
AN
HISTORICAL
PERSPECTIVE
.
155
5.2
OLS
AND
LAD
REGRESSIONS
.
156
5.2.1
ILLUSTRATION
.
157
DISTANCE
.
158
LEVERAGE
.
159
INFLUENCE
.
161
5.3
MRPP
REGRESSION
ANALYSES
OF
LINEAR
MODELS
.
164
5.3.1
ONE-WAY
RANDOMIZED
DESIGN
.
167
5.3.2
ONE-WAY
RANDOMIZED
DESIGN
WITH
A
COVARIATE
.
.
.
168
5.3.3
FACTORIAL
DESIGN
.
169
5.3.4
ONE-WAY
BLOCK
DESIGN
.
174
5.3.5
BALANCED
TWO-WAY
BLOCK
DESIGN
.
175
REANALYSIS
OF
BETWEEN-SUBJECTS
FACTORS
A
AND
B
.
.
178
5.3.6
UNBALANCED
TWO-WAY
BLOCK
DESIGN
.
179
5.3.7
LATIN
SQUARE
DESIGN
.
184
5.3.8
SPLIT-PLOT
DESIGN
.
185
ANALYSIS
OF
FACTOR
B
.
186
ANALYSIS
OF
THE
A
X
B
INTERACTION
.
187
ANALYSIS
OF
FACTOR
A
.
190
REANALYSIS
OF
THE
BETWEEN-SUBJECTS
FACTOR
.
190
5.4
MRPP,
CADE-RICHARDS,
AND
OLS
REGRESSION
ANALYSES
.
.
.
193
5.4.1
EXTENSION
OF
MRPP
REGRESSION
ANALYSIS
.
195
5.4.2
LIMITATIONS
OF
MRPP
REGRESSION
ANALYSIS
.
196
ANALYSIS
OF
CASE
1
.
197
ANALYSIS
OF
CASE
2
.
199
5.5
MRPP
CONFIDENCE
INTERVALS
FOR
A
REGRESSION
PARAMETER
.
.
201
5.5.1
THE
NORTH
DAKOTA
CLOUD
MODIFICATION
PROJECT
.
.
.
203
5.5.2
CROP
HAIL
INSURANCE
DATA
.
203
5.5.3
METHODOLOGY
.
204
5.5.4
ANALYSIS
RESULTS
.
205
5.6
LAD
REGRESSION
PREDICTION
MODELS
.
205
XIV
CONTENTS
5.6.1
PREDICTION
AND
CROSS-VALIDATION
.
207
CROSS-VALIDATION
.
209
STATISTICAL
MEASURES
.
211
DATA
AND
SIMULATION
PROCEDURES
.
213
FINDINGS
AND
DISCUSSION
.
214
5.6.2
APPLICATION
TO
THE
PREDICTION
OF
AFRICAN
RAINFALL
.
.
234
5.6.3
LINEAR
AND
NONLINEAR
MULTIVARIATE
REGRESSION
MODELS
235
6
GOODNESS-OF-FIT
TESTS
239
6.1
DISCRETE
DATA
GOODNESS-OF-FIT
TESTS
.
239
6.1.1
FISHER
'
S
EXACT
TESTS
.
240
6.1.2
NONASYMPTOTIC
TESTS
.
242
6.1.3
INFORMATIVE
EXAMPLES
.
245
6.2
CONTINUOUS
DATA
GOODNESS-OF-FIT
TESTS
.
246
6.2.1
SMIRNOV
MATCHING
TEST
.
247
6.2.2
KOLMOGOROV
GOODNESS-OF-FIT
TEST
.
248
6.2.3
GOODNESS-OF-FIT
TESTS
BASED
ON
COVERAGES
.
248
KENDALL-SHERMAN
AND
GREENWOOD-MORAN
TESTS
.
.
.
249
FISHER
'
S
MAXIMUM
COVERAGE
TEST
.
250
6.2.4
POWER
COMPARISONS
OF
THE
KOLMOGOROV
AND
KENDALL
SHERMAN
TESTS
.
250
7
CONTINGENCY
TABLES
257
7.1
FISHER
'
S
EXACT
TEST
.
259
7.1.1
ANALYSIS
OF
A
2
X
2
TABLE
.
260
2X2
EXAMPLE
.
262
7.1.2
ANALYSIS
OF
A
3
X
2
TABLE
.
264
3X2
EXAMPLE
.
265
7.1.3
ANALYSIS
OF
A
3
X
3
TABLE
.
265
3X3
EXAMPLE
.
266
7.1.4
ANALYSIS
OF
A
2
X
2
X
2
TABLE
.
267
2X2X2
EXAMPLE
.
269
7.2
APPROXIMATE
TESTS
.
269
7.3
CONTINGENCY
TABLE
COMPARISONS
UNDER
THE
NULL
HYPOTHESIS
273
7.3.1
P
VALUE
COMPARISONS
AMONG
FOUR
CONTINGENCY
TA
BLE
TESTS
.
274
7.3.2
MONTE
CARLO
COMPARISONS
AMONG
FIVE
CONTINGENCY
TABLE
TESTS
.
275
NONASYMPTOTIC
CHI-SQUARE
TEST
.
275
TWO
ASYMPTOTIC
CHI-SQUARE
TESTS
.
281
TWO
ASYMPTOTIC
LIKELIHOOD-RATIO
TESTS
.
281
GOODNESS-OF-FIT
COMPARISONS
.
283
7.3.3
SUMMARY
.
291
7.4
EXACT
TESTS
FOR
INTERACTION
IN
2
R
TABLES
.
292
7.4.1
ANALYSIS
OF
A
2
X
2
X
2
TABLE
.
301
CONTENTS
XV
2X2X2
EXAMPLE
.
303
7.4.2
ANALYSIS
OFA2X2X2X2
TABLE
.
304
2
4
EXAMPLE
.
305
7.5
RELATIONSHIP
BETWEEN
CHI-SQUARE
AND
TAU
STATISTICS
.
305
7.5.1
EXAMPLE
.
307
8
MULTISAMPLE
HOMOGENEITY
TESTS
309
8.1
DISCRETE
DATA
TESTS
.
309
8.1.1
EXAMPLE
.
310
8.2
CONTINUOUS
DATA
TESTS
.
312
8.2.1
GENERALIZED
RUNS
TEST
.
312
8.2.2
KOLMOGOROV-SMIRNOV
TEST
.
312
8.2.3
EMPIRICAL
COVERAGE
TESTS
.
313
8.2.4
EXAMPLES
.
315
8.3
SUMMARY
.
317
A
COMPUTER
PROGRAMS
319
A.L
CHAPTER
2
.
319
A.
2
CHAPTER
3
.
320
A.
3
CHAPTER
4
.
320
A.4
CHAPTER
5
.
321
A.5
CHAPTER
6
.
322
A.6
CHAPTER
7
.
322
A.
7
CHAPTER
8
.
323
REFERENCES
325
INDEX
347 |
| any_adam_object | 1 |
| author | Mielke, Paul W. Berry, Kenneth J. |
| author_facet | Mielke, Paul W. Berry, Kenneth J. |
| author_role | aut aut |
| author_sort | Mielke, Paul W. |
| author_variant | p w m pw pwm k j b kj kjb |
| building | Verbundindex |
| bvnumber | BV013953760 |
| callnumber-first | Q - Science |
| callnumber-label | QA277 |
| callnumber-raw | QA277 |
| callnumber-search | QA277 |
| callnumber-sort | QA 3277 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | SK 840 SK 850 |
| ctrlnum | (OCoLC)45466252 (DE-599)BVBBV013953760 |
| dewey-full | 519.5/6 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5/6 |
| dewey-search | 519.5/6 |
| dewey-sort | 3519.5 16 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| format | Book |
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| id | DE-604.BV013953760 |
| illustrated | Illustrated |
| indexdate | 2024-11-22T17:27:43Z |
| institution | BVB |
| isbn | 0387988823 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009549145 |
| oclc_num | 45466252 |
| open_access_boolean | |
| owner | DE-824 DE-703 DE-N2 DE-29 DE-11 |
| owner_facet | DE-824 DE-703 DE-N2 DE-29 DE-11 |
| physical | XV, 352 S. graph. Darst. : 25 cm |
| publishDate | 2001 |
| publishDateSearch | 2001 |
| publishDateSort | 2001 |
| publisher | Springer |
| record_format | marc |
| series2 | Springer series in statistics |
| spelling | Mielke, Paul W. Verfasser aut Permutation methods a distance function approach Paul W. Mielke ; Kenneth J. Berry New York [u.a.] Springer 2001 XV, 352 S. graph. Darst. : 25 cm txt rdacontent n rdamedia nc rdacarrier Springer series in statistics Literaturverz. S. 325 - 345 Afstand gtt Hypothesetoetsing gtt Permutaties gtt Rééchantillonnage (Statistique) Statistische analyse gtt Tests d'hypothèses (Statistique) Resampling (Statistics) Statistical hypothesis testing Randomisierter Test (DE-588)4294178-7 gnd rswk-swf Resampling (DE-588)4288033-6 gnd rswk-swf Randomisierter Test (DE-588)4294178-7 s DE-604 Resampling (DE-588)4288033-6 s Berry, Kenneth J. Verfasser aut DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009549145&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Mielke, Paul W. Berry, Kenneth J. Permutation methods a distance function approach Afstand gtt Hypothesetoetsing gtt Permutaties gtt Rééchantillonnage (Statistique) Statistische analyse gtt Tests d'hypothèses (Statistique) Resampling (Statistics) Statistical hypothesis testing Randomisierter Test (DE-588)4294178-7 gnd Resampling (DE-588)4288033-6 gnd |
| subject_GND | (DE-588)4294178-7 (DE-588)4288033-6 |
| title | Permutation methods a distance function approach |
| title_auth | Permutation methods a distance function approach |
| title_exact_search | Permutation methods a distance function approach |
| title_full | Permutation methods a distance function approach Paul W. Mielke ; Kenneth J. Berry |
| title_fullStr | Permutation methods a distance function approach Paul W. Mielke ; Kenneth J. Berry |
| title_full_unstemmed | Permutation methods a distance function approach Paul W. Mielke ; Kenneth J. Berry |
| title_short | Permutation methods |
| title_sort | permutation methods a distance function approach |
| title_sub | a distance function approach |
| topic | Afstand gtt Hypothesetoetsing gtt Permutaties gtt Rééchantillonnage (Statistique) Statistische analyse gtt Tests d'hypothèses (Statistique) Resampling (Statistics) Statistical hypothesis testing Randomisierter Test (DE-588)4294178-7 gnd Resampling (DE-588)4288033-6 gnd |
| topic_facet | Afstand Hypothesetoetsing Permutaties Rééchantillonnage (Statistique) Statistische analyse Tests d'hypothèses (Statistique) Resampling (Statistics) Statistical hypothesis testing Randomisierter Test Resampling |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009549145&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT mielkepaulw permutationmethodsadistancefunctionapproach AT berrykennethj permutationmethodsadistancefunctionapproach |