A handbook of statistical analyses using Stata:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton [u.a.]
Chapman & Hall/CRC
2007
|
| Ausgabe: | 4. ed., [updated for version 9] |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | IX, 342 S. graph. Darst. |
| ISBN: | 9781584887560 1584887567 |
Internformat
MARC
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| 245 | 1 | 0 | |a A handbook of statistical analyses using Stata |c Sophia Rabe-Hesketh ; Brian S. Everitt |
| 246 | 1 | 3 | |a Statistical analyses using Stata |
| 250 | |a 4. ed., [updated for version 9] | ||
| 264 | 1 | |a Boca Raton [u.a.] |b Chapman & Hall/CRC |c 2007 | |
| 300 | |a IX, 342 S. |b graph. Darst. | ||
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| 650 | 7 | |a Estatística |2 larpcal | |
| 650 | 7 | |a Statistische methoden |2 gtt | |
| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a Mathematical statistics |x Data processing | |
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Datensatz im Suchindex
| _version_ | 1804136249699598336 |
|---|---|
| adam_text | Contents
1
A
Brief
Introduction to
Stata
....................................1
1.1
Getting help and information
1
1.2
Running
Stata
2
1.3
Conventions used in this book
9
1.4 Datasets in
Stata
9
1.5
Stata
commands
13
1.6
Data management
19
1.7
Estimation
22
1.8
Graphics
24
1.9
Stata
as a calculator
30
1.10
Matrix calculations using
Mata
32
1.11
Brief introduction to programming
34
1.12
Keeping
Stata
up to date
39
1.13
Exercises
40
2
Data Description and Simple Inference: Female
Psychiatric Patients
...............................................43
2.1
Description of data
43
2.2
Group comparison and correlations
46
2.3
Analysis using
Stata
47
2.4
Exercises
57
3
Multiple Regression: Determinants of Pollution in
U.S. Cities
...........................................................61
3.1
Description of data
61
3.2
The multiple regression model
63
3.3
Analysis using
Stata
64
3.4
Exercises
82
viii
■ Contents
4
Analysis of Variance I: Treating Hypertension
..........85
4.1
Description of data
85
4.2
Analysis of variance model
85
4.3
Analysis using
Stata
87
4.4
Exercises
96
5
Analysis of Variance II: Effectiveness of Slimming
Clinics
............................................................... 101
5.1
Description of data
101
5.2
Analysis of variance model
102
5.3
Analysis using
Stata
104
5.4
Exercises
108
6
Logistic Regression: Treatment of Lung Cancer
and Diagnosis of Heart Attacks
.............................
Ill
6.1
Description of data 111
6.2
The logistic regression model
112
6.3
Analysis using
Stata
116
6.4
Exercises
129
7
Generalized Linear Models: Australian School
Children
............................................................ 133
7.1
Description of data
133
7.2
Generalized linear models
134
7.3
Analysis using
Stata
139
7.4
Exercises
153
8
Summary Measure Analysis of Longitudinal Data:
Treatment of Post-Natal Depression
....................... 157
8.1
Description of data
157
8.2
The analysis of longitudinal data
159
8.3
Analysis using
Stata
159
8.4
Exercises
170
9
Random Effects Models: Thought Disorder and
Schizophrenia
..................................................... 173
9.1
Description of data
173
9.2
Random effects models
173
9.3
Analysis using
Stata
178
9.4
Thought disorder data
190
9.5
Exercises
199
10
Generalized Estimating Equations: Epileptic
Seizures and Chemotherapy
.................................. 201
10.1
Description of data
201
Contents
10.2
Generalized estimating equations
203
10.3
Analysis using
Stata
205
10.4
Exercises
218
11
Some Epidemiology
............................................. 221
11.1
Description of data
221
11.2
Introduction to epidemiology
222
11.3
Analysis using
Stata
228
11.4
Exercises
236
12
Survival Analysis: Retention of Heroin Addicts in
Methadone Maintenance Treatment
....................... 239
12.1
Description of data
239
12.2
Survival analysis
242
12.3
Analysis using
Stata
245
12.4
Exercises
258
13
Maximum Likelihood Estimation: Age of Onset of
Schizophrenia
.....................................................263
13.1
Description of data
263
13.2
Finite mixture distributions
263
13.3
Analysis using
Stata
264
13.4
Exercises
277
14
Principal Components Analysis: Hearing
Measurement Using an Audiometer
....................... 281
14.1
Description of data
281
14.2
Principal component analysis
283
14.3
Analysis using
Stata
284
14.4
Exercises
291
15
Cluster Analysis: Tibetan Skulls and
Determinants of Pollution in U.S. Cities
................. 295
15.1
Description of data
295
15.2
Cluster analysis
297
15.3
Analysis using
Stata
298
15.4
Exercises
311
Appendix: Answers to Selected Exercises
.....................315
References
...............................................................327
Index
......................................................................335
|
| adam_txt |
Contents
1
A
Brief
Introduction to
Stata
.1
1.1
Getting help and information
1
1.2
Running
Stata
2
1.3
Conventions used in this book
9
1.4 Datasets in
Stata
9
1.5
Stata
commands
13
1.6
Data management
19
1.7
Estimation
22
1.8
Graphics
24
1.9
Stata
as a calculator
30
1.10
Matrix calculations using
Mata
32
1.11
Brief introduction to programming
34
1.12
Keeping
Stata
up to date
39
1.13
Exercises
40
2
Data Description and Simple Inference: Female
Psychiatric Patients
.43
2.1
Description of data
43
2.2
Group comparison and correlations
46
2.3
Analysis using
Stata
47
2.4
Exercises
57
3
Multiple Regression: Determinants of Pollution in
U.S. Cities
.61
3.1
Description of data
61
3.2
The multiple regression model
63
3.3
Analysis using
Stata
64
3.4
Exercises
82
viii
■ Contents
4
Analysis of Variance I: Treating Hypertension
.85
4.1
Description of data
85
4.2
Analysis of variance model
85
4.3
Analysis using
Stata
87
4.4
Exercises
96
5
Analysis of Variance II: Effectiveness of Slimming
Clinics
. 101
5.1
Description of data
101
5.2
Analysis of variance model
102
5.3
Analysis using
Stata
104
5.4
Exercises
108
6
Logistic Regression: Treatment of Lung Cancer
and Diagnosis of Heart Attacks
.
Ill
6.1
Description of data 111
6.2
The logistic regression model
112
6.3
Analysis using
Stata
116
6.4
Exercises
129
7
Generalized Linear Models: Australian School
Children
. 133
7.1
Description of data
133
7.2
Generalized linear models
134
7.3
Analysis using
Stata
139
7.4
Exercises
153
8
Summary Measure Analysis of Longitudinal Data:
Treatment of Post-Natal Depression
. 157
8.1
Description of data
157
8.2
The analysis of longitudinal data
159
8.3
Analysis using
Stata
159
8.4
Exercises
170
9
Random Effects Models: Thought Disorder and
Schizophrenia
. 173
9.1
Description of data
173
9.2
Random effects models
173
9.3
Analysis using
Stata
178
9.4
Thought disorder data
190
9.5
Exercises
199
10
Generalized Estimating Equations: Epileptic
Seizures and Chemotherapy
. 201
10.1
Description of data
201
Contents
10.2
Generalized estimating equations
203
10.3
Analysis using
Stata
205
10.4
Exercises
218
11
Some Epidemiology
. 221
11.1
Description of data
221
11.2
Introduction to epidemiology
222
11.3
Analysis using
Stata
228
11.4
Exercises
236
12
Survival Analysis: Retention of Heroin Addicts in
Methadone Maintenance Treatment
. 239
12.1
Description of data
239
12.2
Survival analysis
242
12.3
Analysis using
Stata
245
12.4
Exercises
258
13
Maximum Likelihood Estimation: Age of Onset of
Schizophrenia
.263
13.1
Description of data
263
13.2
Finite mixture distributions
263
13.3
Analysis using
Stata
264
13.4
Exercises
277
14
Principal Components Analysis: Hearing
Measurement Using an Audiometer
. 281
14.1
Description of data
281
14.2
Principal component analysis
283
14.3
Analysis using
Stata
284
14.4
Exercises
291
15
Cluster Analysis: Tibetan Skulls and
Determinants of Pollution in U.S. Cities
. 295
15.1
Description of data
295
15.2
Cluster analysis
297
15.3
Analysis using
Stata
298
15.4
Exercises
311
Appendix: Answers to Selected Exercises
.315
References
.327
Index
.335 |
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| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik Wirtschaftswissenschaften |
| discipline_str_mv | Informatik Mathematik Wirtschaftswissenschaften |
| edition | 4. ed., [updated for version 9] |
| format | Book |
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| illustrated | Illustrated |
| index_date | 2024-07-02T16:40:06Z |
| indexdate | 2024-07-09T20:53:24Z |
| institution | BVB |
| isbn | 9781584887560 1584887567 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-015463651 |
| oclc_num | 70867113 |
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| physical | IX, 342 S. graph. Darst. |
| publishDate | 2007 |
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| spelling | Rabe-Hesketh, Sophia Verfasser (DE-588)13573116X aut A handbook of statistical analyses using Stata Sophia Rabe-Hesketh ; Brian S. Everitt Statistical analyses using Stata 4. ed., [updated for version 9] Boca Raton [u.a.] Chapman & Hall/CRC 2007 IX, 342 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Stata Dataprocessing gtt Estatística computacional larpcal Estatística larpcal Statistische methoden gtt Datenverarbeitung Mathematical statistics Data processing Statistik (DE-588)4056995-0 gnd rswk-swf Programm (DE-588)4047394-6 gnd rswk-swf Stata (DE-588)4617285-3 gnd rswk-swf Statistik (DE-588)4056995-0 s Programm (DE-588)4047394-6 s DE-604 Stata (DE-588)4617285-3 s Everitt, Brian 1944- Verfasser (DE-588)121459411 aut Everitt, Brian 1944- (DE-588)121459411 aut Statistical analyses using Stata Digitalisierung UB Bayreuth application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015463651&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Rabe-Hesketh, Sophia Everitt, Brian 1944- Everitt, Brian 1944- A handbook of statistical analyses using Stata Stata Dataprocessing gtt Estatística computacional larpcal Estatística larpcal Statistische methoden gtt Datenverarbeitung Mathematical statistics Data processing Statistik (DE-588)4056995-0 gnd Programm (DE-588)4047394-6 gnd Stata (DE-588)4617285-3 gnd |
| subject_GND | (DE-588)4056995-0 (DE-588)4047394-6 (DE-588)4617285-3 |
| title | A handbook of statistical analyses using Stata |
| title_alt | Statistical analyses using Stata |
| title_auth | A handbook of statistical analyses using Stata |
| title_exact_search | A handbook of statistical analyses using Stata |
| title_exact_search_txtP | A handbook of statistical analyses using Stata |
| title_full | A handbook of statistical analyses using Stata Sophia Rabe-Hesketh ; Brian S. Everitt |
| title_fullStr | A handbook of statistical analyses using Stata Sophia Rabe-Hesketh ; Brian S. Everitt |
| title_full_unstemmed | A handbook of statistical analyses using Stata Sophia Rabe-Hesketh ; Brian S. Everitt |
| title_short | A handbook of statistical analyses using Stata |
| title_sort | a handbook of statistical analyses using stata |
| topic | Stata Dataprocessing gtt Estatística computacional larpcal Estatística larpcal Statistische methoden gtt Datenverarbeitung Mathematical statistics Data processing Statistik (DE-588)4056995-0 gnd Programm (DE-588)4047394-6 gnd Stata (DE-588)4617285-3 gnd |
| topic_facet | Stata Dataprocessing Estatística computacional Estatística Statistische methoden Datenverarbeitung Mathematical statistics Data processing Statistik Programm |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015463651&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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