Modern applied statistics with S-plus:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York [u.a.]
Springer
1994
|
| Schriftenreihe: | Statistics and computing
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XII, 462 S. graph. Darst. Diskette (9 cm) |
| ISBN: | 3540943501 0387943501 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
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| 084 | |a MAT 620f |2 stub | ||
| 100 | 1 | |a Venables, William N. |e Verfasser |0 (DE-588)1027351689 |4 aut | |
| 245 | 1 | 0 | |a Modern applied statistics with S-plus |c W. N. Venables ; B. D. Ripley |
| 264 | 1 | |a New York [u.a.] |b Springer |c 1994 | |
| 300 | |a XII, 462 S. |b graph. Darst. |e Diskette (9 cm) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Statistics and computing | |
| 630 | 0 | 4 | |a S-Plus |
| 650 | 7 | |a Dataprocessing |2 gtt | |
| 650 | 7 | |a Statistiek |2 gtt | |
| 650 | 4 | |a Statistique - Informatique | |
| 650 | 4 | |a Statistique mathématique - Informatique | |
| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a Statistik | |
| 650 | 4 | |a Mathematical statistics |x Data processing | |
| 650 | 4 | |a Statistics |x Data processing | |
| 650 | 0 | 7 | |a S-PLUS |0 (DE-588)4321162-8 |2 gnd |9 rswk-swf |
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| 700 | 1 | |a Ripley, Brian D. |d 1952- |e Verfasser |0 (DE-588)124271413 |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=006543238&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 883 | 1 | |8 1\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
Datensatz im Suchindex
| _version_ | 1805075959984947200 |
|---|---|
| adam_text |
CONTENTS
PREFACE
V
TYPOGRAPHICAL
CONVENTIONS
XIII
1
INTRODUCTION
1
1.1
A
QUICK
OVERVIEW
OF
S
.
3
1.2
GETTING
STARTED
.
4
1.3
BAILINGOUT
.
6
1.4
GETTING
HELP
WITH
FUNCTIONS
AND
FEATURES
.
7
1.5
AN
INTRODUCTORY
SESSION
.
8
1.6
WHATNEXT?
.
16
2
THE
S
LANGUAGE
17
2.1
A
CONCISE
DESCRIPTION
OF
S
OBJECTS
.
17
2.2
CALLING
CONVENTIONS
FOR
FUNCTIONS
.
25
2.3
ARITHMETICAL
EXPRESSIONS
.
26
2.4
READING
DATA
.
32
2.5
FINDING
S
OBJECTS
.
36
2.6
CHARACTER
VECTOR
OPERATIONS
.
38
2.7
INDEXING
VECTORS,
MATRICES
AND
ARRAYS
.
40
2.8
MATRIX
OPERATIONS
.
45
2.9
FUNCTIONS
OPERATING
ON
FACTORS
AND
LISTS
.
51
2.10
INPUL/OUTPUT
FACILITIES
.
54
2.11
CUSTOMIZING
YOUR
S
ENVIRONMENT
.
57
2.12
HISTORY
AND
AUDIT
TRAILS
.
59
2.13
EXERCISES
.
59
3
GRAPHICAL
OUTPUT
61
3.1
GRAPHICS
DEVICES
.
61
3.2
BASIC
PLOTTING
FUNCTIONS
.
65
3.3
ENHANCING
PLOTS
.
70
X
CONTENTS
3.4
CONDITIONING
PLOTS
.
74
3.5
FINE
CONTROL
OF
GRAPHICS
.
76
3.6
EXERCISES
.
83
4
PROGRAMMING
IN
S
85
4.1
CONTROL
STRUCTURES
.
85
4.2
WRITING
YOUR
OWN
FUNCTIONS
.
90
4.3
FINDING
ERRORS
.
97
4.4
CALLING
THE
OPERATING
SYSTEM
.
103
4.5
SOME
MORE
ADVANCED
FEATURES.
RECURSION
AND
FRAMES
.
105
4.6
GENERIC
FUNCTIONS
AND
OBJECT-ORIENTED
PROGRAMMING
.
110
4.7
USING
C
AND
FORTRAN
ROUTINES
.
113
4.8
EXERCISES
.
119
5
DISTRIBUTIONS
AND
DATA
SUMMARIES
121
5.1
PROBABILITY
DISTRIBUTIONS
.
121
5.2
GENERATING
RANDOM
DATA
.
123
5.3
DATA
SUMMARIES
.
125
5.4
CLASSICAL
UNIVARIATE
STATISTICS
.
129
5.5
DENSITY
ESTIMATION
.
134
5.6
BOOTSTRAP
AND
PERMUTATION
METHODS
.
141
5.7
EXERCISES
.
146
6
LINEAR
STATISTICAL
MODELS
147
6.1
A
LINEAR
REGRESSION
EXAMPLE
.
147
6.2
MODEL
FORMULAE
.
153
6.3
REGRESSION
DIAGNOSTICS
.
157
6.4
SAFE
PREDICTION
.
161
6.5
FACTORIAL
DESIGNS
AND
DESIGNED
EXPERIMENTS
.
162
6.6
AN
UNBALANCED
FOUR-WAY
LAYOUT
.
169
6.7
MULTISTRATUMMODELS
.
177
7
GENERALIZED
LINEAR
MODELS
183
7.1
FUNCTIONS
FOR
GENERALIZED
LINEAR
MODELLING
.
187
7.2
BINOMIAL
DATA
.
189
7.3
POISSON
MODELS
.
196
7.4
A
NEGATIVE
BINOMIAL
FAMILY
.
200
CONTENTS
XI
8
ROBUST
STATISTICS
203
8.1
UNIVARIATE
SAMPLES
.
204
8.2
MEDIAN
POLISH
.
210
8.3
ROBUST
REGRESSION
.
212
8.4
RESISTANT
REGRESSION
.
217
8.5
MULTIVARIATE
LOCATION
AND
SCALE
.
222
9
NON-LINEAR
REGRESSION
MODELS
223
9.1
FITTING
NON-LINEAR
REGRESSION
MODELS
.
224
9.2
PARAMETRIZED
DATA
FRAMES
.
226
9.3
USING
FUNCTION
DERIVATIVE
INFORMATION
.
226
9.4
NON-LINEAR
FITTED
MODEL
OBJECTS
AND
METHOD
FUNCTIONS
.
229
9.5
TAKING
ADVANTAGE
OF
LINEAR
PARAMETERS
.
230
9.6
EXAMPLES
.
231
9.7
ASSESSING
THE
LINEAR
APPROXIMATION:
PROFILES
.
237
9.8
GENERAL
MINIMIZATION
AND
MAXIMUM
LIKELIHOOD
ESTIMATION
.
.
.
239
10
MODERN
REGRESSION
247
10.1
ADDITIVE
MODELS
AND
SCATTERPLOT
SMOOTHERS
.
247
10.2
PROJECTION-PURSUIT
REGRESSION
.
255
10.3
RESPONSE
TRANSFORMATION
MODELS
.
258
10.4
NEURAL
NETWORKS
.
261
10.5
CONCLUSIONS
.
265
11
SURVIVAL
ANALYSIS
267
11.1
ESTIMATORS
OF
SURVIVOR
CURVES
.
269
11.2
PARAMETRIC
MODELS
.
273
11.3
COX
PROPORTIONAL
HAZARDS
MODEL
.
279
11.4
FUERTHER
EXAMPLES
.
285
11.5
EXPECTED
SURVIVAL
RATES
.
298
11.6
SUPERSEDED
FUNCTIONS
.
299
12
MULTIVARIATE
ANALYSIS
301
12.1
GRAPHICAL
METHODS
.
301
12.2
CLUSTER
ANALYSIS
.
311
12.3
DISCRIMINANT
ANALYSIS
.
315
12.4
AN
EXAMPLE:
LEPTOGRAPSUS
VARIEGATUS
CRABS
.
322
XII
CONTENTS
13
TREE-BASED
METHODS
329
13.1
PARTITIONING
METHODS
.
330
13.2
CUTTING
TREES
DOWN
TO
SIZE
.
342
13.3
LOW
BIRTH
WEIGHTS
REVISITED
.
345
14
TIME
SERIES
349
14.1
SECOND-ORDER
SUMMARIES
.
352
14.2
ARIMAMODELS
.
361
14.3
SEASONALITY
.
367
14.4
MULTIPLE
TIME
SERIES
.
373
14.5
NOTTINGHAM
TEMPERATURE
DATA
.
376
14.6
OTHER
TIME-SERIES
FUNCTIONS
.
380
14.7
BACKWARDS
COMPATIBILITY
.
382
15
SPATIAL
STATISTICS
383
15.1
INTERPOLATION
AND
KRIGING
.
383
15.2
POINT
PROCESS
ANALYSIS
.
392
REFERENCES
397
APPENDICES
A
DATASETS
AND
SOFTWARE
407
A.L
DIRECTORIES
.
408
A.2
SOURCES
OF
MACHINE-READABLE
VERSIONS
.
411
A.3
CAVEAT
.
412
B
COMMON
S-PLUS
FUNCTIONS
413
C
S
VERSUS
S-PLUS
429
D
USING
S
LIBRARIES
431
D.L
CREATING
A
LIBRARY
.
433
D.2
SOURCES
OF
LIBRARIES
.
434
E
COMMAND
LINE
EDITING
437
F
ANSWERS
TO
SELECTED
EXERCISES
439
INDEX
447 |
| any_adam_object | 1 |
| author | Venables, William N. Ripley, Brian D. 1952- |
| author_GND | (DE-588)1027351689 (DE-588)124271413 |
| author_facet | Venables, William N. Ripley, Brian D. 1952- |
| author_role | aut aut |
| author_sort | Venables, William N. |
| author_variant | w n v wn wnv b d r bd bdr |
| building | Verbundindex |
| bvnumber | BV009878696 |
| callnumber-first | Q - Science |
| callnumber-label | QA276 |
| callnumber-raw | QA276.4 |
| callnumber-search | QA276.4 |
| callnumber-sort | QA 3276.4 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | QH 234 SK 850 ST 320 ST 600 SK 380 |
| classification_tum | MAT 620f |
| ctrlnum | (OCoLC)30664864 (DE-599)BVBBV009878696 |
| dewey-full | 005.369 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.369 |
| dewey-search | 005.369 |
| dewey-sort | 15.369 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Mathematik Wirtschaftswissenschaften |
| format | Book |
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| genre | 1\p (DE-588)4143389-0 Aufgabensammlung gnd-content |
| genre_facet | Aufgabensammlung |
| id | DE-604.BV009878696 |
| illustrated | Illustrated |
| indexdate | 2024-07-20T05:49:42Z |
| institution | BVB |
| isbn | 3540943501 0387943501 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-006543238 |
| oclc_num | 30664864 |
| open_access_boolean | |
| owner | DE-19 DE-BY-UBM DE-703 DE-739 DE-29 DE-N2 DE-384 DE-355 DE-BY-UBR DE-20 DE-83 DE-188 DE-11 DE-706 |
| owner_facet | DE-19 DE-BY-UBM DE-703 DE-739 DE-29 DE-N2 DE-384 DE-355 DE-BY-UBR DE-20 DE-83 DE-188 DE-11 DE-706 |
| physical | XII, 462 S. graph. Darst. Diskette (9 cm) |
| publishDate | 1994 |
| publishDateSearch | 1994 |
| publishDateSort | 1994 |
| publisher | Springer |
| record_format | marc |
| series2 | Statistics and computing |
| spelling | Venables, William N. Verfasser (DE-588)1027351689 aut Modern applied statistics with S-plus W. N. Venables ; B. D. Ripley New York [u.a.] Springer 1994 XII, 462 S. graph. Darst. Diskette (9 cm) txt rdacontent n rdamedia nc rdacarrier Statistics and computing S-Plus Dataprocessing gtt Statistiek gtt Statistique - Informatique Statistique mathématique - Informatique Datenverarbeitung Statistik Mathematical statistics Data processing Statistics Data processing S-PLUS (DE-588)4321162-8 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf 1\p (DE-588)4143389-0 Aufgabensammlung gnd-content Statistik (DE-588)4056995-0 s S-PLUS (DE-588)4321162-8 s DE-604 Ripley, Brian D. 1952- Verfasser (DE-588)124271413 aut DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006543238&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Venables, William N. Ripley, Brian D. 1952- Modern applied statistics with S-plus S-Plus Dataprocessing gtt Statistiek gtt Statistique - Informatique Statistique mathématique - Informatique Datenverarbeitung Statistik Mathematical statistics Data processing Statistics Data processing S-PLUS (DE-588)4321162-8 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4321162-8 (DE-588)4056995-0 (DE-588)4143389-0 |
| title | Modern applied statistics with S-plus |
| title_auth | Modern applied statistics with S-plus |
| title_exact_search | Modern applied statistics with S-plus |
| title_full | Modern applied statistics with S-plus W. N. Venables ; B. D. Ripley |
| title_fullStr | Modern applied statistics with S-plus W. N. Venables ; B. D. Ripley |
| title_full_unstemmed | Modern applied statistics with S-plus W. N. Venables ; B. D. Ripley |
| title_short | Modern applied statistics with S-plus |
| title_sort | modern applied statistics with s plus |
| topic | S-Plus Dataprocessing gtt Statistiek gtt Statistique - Informatique Statistique mathématique - Informatique Datenverarbeitung Statistik Mathematical statistics Data processing Statistics Data processing S-PLUS (DE-588)4321162-8 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | S-Plus Dataprocessing Statistiek Statistique - Informatique Statistique mathématique - Informatique Datenverarbeitung Statistik Mathematical statistics Data processing Statistics Data processing S-PLUS Aufgabensammlung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006543238&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT venableswilliamn modernappliedstatisticswithsplus AT ripleybriand modernappliedstatisticswithsplus |