Statistics using R:
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Oxford
Alpha Science Internat.
2008
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references and index. - Hardback |
| Beschreibung: | VIII, [300] S. graph. Darst. |
| ISBN: | 9781842654781 1842654780 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV035114409 | ||
| 003 | DE-604 | ||
| 005 | 20090204 | ||
| 007 | t | ||
| 008 | 081022s2008 d||| |||| 00||| eng d | ||
| 015 | |a GBA899851 |2 dnb | ||
| 020 | |a 9781842654781 |9 978-1-84265-478-1 | ||
| 020 | |a 1842654780 |9 1-84265-478-0 | ||
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| 035 | |a (DE-599)HBZHT015670255 | ||
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| 050 | 0 | |a QA276.45.R3 | |
| 082 | 0 | |a 519.50285 |2 22 | |
| 084 | |a ST 250 |0 (DE-625)143626: |2 rvk | ||
| 100 | 1 | |a Purohit, Sudha G. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Statistics using R |c Sudha G. Purohit ; Sharad D. Gore ; Shailaja R. Deshmukh |
| 264 | 1 | |a Oxford |b Alpha Science Internat. |c 2008 | |
| 300 | |a VIII, [300] S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Includes bibliographical references and index. - Hardback | ||
| 650 | 4 | |a R (Lenguaje de programación) | |
| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a Statistik | |
| 650 | 4 | |a R (Computer program language) | |
| 650 | 4 | |a Statistics |x Data processing | |
| 650 | 4 | |a Statistics |x Computer programs | |
| 650 | 0 | 7 | |a R |g Programm |0 (DE-588)4705956-4 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a R |g Programm |0 (DE-588)4705956-4 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Gore, Sharad D. |e Verfasser |4 aut | |
| 700 | 1 | |a Deshmukh, Shailaja R. |e Verfasser |4 aut | |
| 856 | 4 | 2 | |m Digitalisierung UB Bayreuth |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016782182&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-016782182 | |
Datensatz im Suchindex
| _version_ | 1809403581643620352 |
|---|---|
| adam_text |
Contents
Preface
v
1
INTRODUCTION
TO
R
1.1
Introduction
.
l.l
1.2
R
as a statistical software and language
. 1.2
1.3
R
as a calculator
. 1.5
1.4
R
preliminaries
. 1.7
1.5
Methods of data input
. 1.8
1.6
Data accessing or indexing
. 1.15
1.7
Some useful built-in functions
. 1.19
1.8
Graphics with
R
. 1.20
1.9
Getting help
. 1.23
1.10
Saving, storing and retrieving work
. 1.24
1.11
Exercises
. 1.24
1.12
Solutions to exercises
. 1.26
2
DESCRITPIVE STATISTICS
2.1
Introduction
. 2.1
2.2
Diagrammatic representation of data
. 2.1
2.3
Graphical representation of data
. 2.8
2.4
Measures of central tendency
. 2.24
2.5
Measures of dispersion
. 2.43
2.6
Measures of skenewss and kurtosis
. 2.52
2.7
Selection of representative samples
. 2.63
viii
Contereis
2.8
Exercises
. 2.70
2.9
Solutions
to
exercises
. 2.72
3
PROBABILITY AND PROBABILITY DISTRIBUTIONS
3.1
Introduction
. 3.1
3.2
Probability: Definition and properties
. 3.2
3.3
Probability distributions
. 3.7
3.4
Some special discrete distributions
. 3.12
3.5
Continuous probability distributions
. 3.30
3.6
Some special continuous distributions
. 3.32
3.7
Exercises
. 3.47
3-8
Solutions to exercises
. 3.48
4
STATISTICAL INFERENCE
4.1
Introduction
. 4.1
4.2
Sampling distribution of sample mean
. 4.2
4.3
Estimation of parameters
. 4.8
4.4
Plots to check normality
. 4.13
4.5
Hypothesis testing
. 4.16
4.6
Goodness of fit tests
. 4.59
4.7
Exercises
. 4.66
4.8
Solutions to exercises
. 4.69
5
CORRELATION AND REGRESSION ANALYSIS
5.1
Introduction
. 5.1
5.2
Correlation
. 5.3
5.3
Inference procedures for correlation coefficient
. 5.11
5.4
Linear regression
. 5.15
5-5
Inference procedures for simple linear model
. 5.20
5-6
Validation of linear regression model
. 5.24
5.7
Transformation of the variables
. 5.29
5.8
Polynomial regression models
. 5.34
5.9
Exercises
. 5.37
5.10
Solutions to exercises
. 5.39
References R.
1
Index I.I |
| adam_txt |
Contents
Preface
v
1
INTRODUCTION
TO
R
1.1
Introduction
.
l.l
1.2
R
as a statistical software and language
. 1.2
1.3
R
as a calculator
. 1.5
1.4
R
preliminaries
. 1.7
1.5
Methods of data input
. 1.8
1.6
Data accessing or indexing
. 1.15
1.7
Some useful built-in functions
. 1.19
1.8
Graphics with
R
. 1.20
1.9
Getting help
. 1.23
1.10
Saving, storing and retrieving work
. 1.24
1.11
Exercises
. 1.24
1.12
Solutions to exercises
. 1.26
2
DESCRITPIVE STATISTICS
2.1
Introduction
. 2.1
2.2
Diagrammatic representation of data
. 2.1
2.3
Graphical representation of data
. 2.8
2.4
Measures of central tendency
. 2.24
2.5
Measures of dispersion
. 2.43
2.6
Measures of skenewss and kurtosis
. 2.52
2.7
Selection of representative samples
. 2.63
viii
Contereis
2.8
Exercises
. 2.70
2.9
Solutions
to
exercises
. 2.72
3
PROBABILITY AND PROBABILITY DISTRIBUTIONS
3.1
Introduction
. 3.1
3.2
Probability: Definition and properties
. 3.2
3.3
Probability distributions
. 3.7
3.4
Some special discrete distributions
. 3.12
3.5
Continuous probability distributions
. 3.30
3.6
Some special continuous distributions
. 3.32
3.7
Exercises
. 3.47
3-8
Solutions to exercises
. 3.48
4
STATISTICAL INFERENCE
4.1
Introduction
. 4.1
4.2
Sampling distribution of sample mean
. 4.2
4.3
Estimation of parameters
. 4.8
4.4
Plots to check normality
. 4.13
4.5
Hypothesis testing
. 4.16
4.6
Goodness of fit tests
. 4.59
4.7
Exercises
. 4.66
4.8
Solutions to exercises
. 4.69
5
CORRELATION AND REGRESSION ANALYSIS
5.1
Introduction
. 5.1
5.2
Correlation
. 5.3
5.3
Inference procedures for correlation coefficient
. 5.11
5.4
Linear regression
. 5.15
5-5
Inference procedures for simple linear model
. 5.20
5-6
Validation of linear regression model
. 5.24
5.7
Transformation of the variables
. 5.29
5.8
Polynomial regression models
. 5.34
5.9
Exercises
. 5.37
5.10
Solutions to exercises
. 5.39
References R.
1
Index I.I |
| any_adam_object | 1 |
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| author | Purohit, Sudha G. Gore, Sharad D. Deshmukh, Shailaja R. |
| author_facet | Purohit, Sudha G. Gore, Sharad D. Deshmukh, Shailaja R. |
| author_role | aut aut aut |
| author_sort | Purohit, Sudha G. |
| author_variant | s g p sg sgp s d g sd sdg s r d sr srd |
| building | Verbundindex |
| bvnumber | BV035114409 |
| callnumber-first | Q - Science |
| callnumber-label | QA276 |
| callnumber-raw | QA276.45.R3 |
| callnumber-search | QA276.45.R3 |
| callnumber-sort | QA 3276.45 R3 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | ST 250 |
| ctrlnum | (OCoLC)845430387 (DE-599)HBZHT015670255 |
| dewey-full | 519.50285 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.50285 |
| dewey-search | 519.50285 |
| dewey-sort | 3519.50285 |
| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik |
| discipline_str_mv | Informatik Mathematik |
| format | Book |
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| id | DE-604.BV035114409 |
| illustrated | Illustrated |
| index_date | 2024-07-02T22:18:58Z |
| indexdate | 2024-09-06T00:15:23Z |
| institution | BVB |
| isbn | 9781842654781 1842654780 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-016782182 |
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| open_access_boolean | |
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| owner_facet | DE-703 |
| physical | VIII, [300] S. graph. Darst. |
| publishDate | 2008 |
| publishDateSearch | 2008 |
| publishDateSort | 2008 |
| publisher | Alpha Science Internat. |
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| spelling | Purohit, Sudha G. Verfasser aut Statistics using R Sudha G. Purohit ; Sharad D. Gore ; Shailaja R. Deshmukh Oxford Alpha Science Internat. 2008 VIII, [300] S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index. - Hardback R (Lenguaje de programación) Datenverarbeitung Statistik R (Computer program language) Statistics Data processing Statistics Computer programs R Programm (DE-588)4705956-4 gnd rswk-swf R Programm (DE-588)4705956-4 s DE-604 Gore, Sharad D. Verfasser aut Deshmukh, Shailaja R. Verfasser aut Digitalisierung UB Bayreuth application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016782182&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Purohit, Sudha G. Gore, Sharad D. Deshmukh, Shailaja R. Statistics using R R (Lenguaje de programación) Datenverarbeitung Statistik R (Computer program language) Statistics Data processing Statistics Computer programs R Programm (DE-588)4705956-4 gnd |
| subject_GND | (DE-588)4705956-4 |
| title | Statistics using R |
| title_auth | Statistics using R |
| title_exact_search | Statistics using R |
| title_exact_search_txtP | Statistics using R |
| title_full | Statistics using R Sudha G. Purohit ; Sharad D. Gore ; Shailaja R. Deshmukh |
| title_fullStr | Statistics using R Sudha G. Purohit ; Sharad D. Gore ; Shailaja R. Deshmukh |
| title_full_unstemmed | Statistics using R Sudha G. Purohit ; Sharad D. Gore ; Shailaja R. Deshmukh |
| title_short | Statistics using R |
| title_sort | statistics using r |
| topic | R (Lenguaje de programación) Datenverarbeitung Statistik R (Computer program language) Statistics Data processing Statistics Computer programs R Programm (DE-588)4705956-4 gnd |
| topic_facet | R (Lenguaje de programación) Datenverarbeitung Statistik R (Computer program language) Statistics Data processing Statistics Computer programs R Programm |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016782182&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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