R data analysis without programming:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York
Routledge, Taylor & Francis Group
2014
|
| Schlagworte: | |
| Online-Zugang: | TUM01 Inhaltsverzeichnis |
| Beschreibung: | Description based on print version record |
| Beschreibung: | 1 online resource (xvi, 291 pages) illustrations |
| ISBN: | 9780415641739 9780415657204 9781315856759 9781306197496 9781317931676 |
Internformat
MARC
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| 100 | 1 | |a Gerbing, David W. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a R data analysis without programming |c David W. Gerbing |
| 264 | 1 | |a New York |b Routledge, Taylor & Francis Group |c 2014 | |
| 300 | |a 1 online resource (xvi, 291 pages) |b illustrations | ||
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| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a R (Computer program language) | |
| 650 | 4 | |a Mathematical statistics |x Data processing | |
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Datensatz im Suchindex
| _version_ | 1804175326990827520 |
|---|---|
| adam_text | BRIEF CONTENTS
PREFACE XIII
ABOUT THE AUTHOR XVII
CHAPTER 1 R FOR DATA ANALYSIS 1
CHAPTER 2 READ/WRITE DATA 31
CHAPTER 3 EDIT DATA 53
CHAPTER 4 CATEGORICAL VARIABLES 77
CHAPTER 5 CONTINUOUS VARIABLES 99
CHAPTER 6 MEANS, COMPARE TWO SAMPLES 123
CHAPTER 7 COMPARE MULTIPLE SAMPLES 149
CHAPTER 8 CORRELATION 181
CHAPTER 9 REGRESSION I 203
CHAPTER 10 REGRESSION II 223
CHAPTER 11 FACTOR/ITEM ANALYSIS 251
APPENDIX: STANDARD R CODE 279
NOTES 283
REFERENCES 285
INDEX 287
CONTENTS
PREFACE XIII
ABOUT THE AUTHOR XVII
M CHAPTER 1 R FOR DATA ANALYSIS 1
L
3
6
16
19
20
28
DATA 31
31
32
40
45
48
50
53
53
* . . * 54
55
62
66
68
1.1
1.2
1.3
1.4
1.5
1.6
S
2.1
2.2
2.3
2.4
2.5
11
3.1
3.2
3.3
3.4
3.5
3.6
INTRODUCTION
ACCESS R
USE R
R GRAPHS
REPRODUCIBLE CODE
DATA
WORKED PROBLEMS
CHAPTER 2 READ/WRI
QUICK START
READ DATA
MORE DATA FORMATS
VARIABLE LABELS
WRITE DATA
WORKED PROBLEMS
CHAPTER 3 EDIT DATA
QUICK START
EDIT DATA
TRANSFORM DATA
RECODE DATA
SORT DATA
SUBSET DATA
X CONTENTS
3.7 MERGE DATA 72
WORKED PROBLEMS 75
B CHAPTER 4 CATEGORICAL VARIABLES 77
4.1 QUICK START 77
4.2 ONE CATEGORICAL VARIABLE 79
4.3 TWO CATEGORICAL VARIABLES 87
4.4 ONWARD TO THE THIRD DIMENSION 93
WORKED PROBLEMS 98
Q CHAPTER 5 CONTINUOUS VARIABLES 99
5.1 QUICK START 99
5.2 HISTOGRAM 100
5.3 SUMMARY STATISTICS 105
5.4 SCATTER PLOT AND BOX PLOT 110
5.5 DENSITY PLOT 114
5.6 TIME PLOT 118
WORKED PROBLEMS 121
3 CHAPTER 6 MEANS, COMPARE TWO SAMPLES 123
6.1 QUICK START 123
6.2 EVALUATE A SINGLE GROUP MEAN 124
6.3 COMPARE TWO DIFFERENT GROUPS 130
6.4 COMPARE DEPENDENT SAMPLES 142
WORKED PROBLEMS 147
ES CHAPTER 7 COMPARE MULTIPLE SAMPLES 149
7.1 QUICK START 149
7.2 ONE-WAY ANOVA 150
7.3 RANDOMIZED BLOCK ANOVA 158
7.4 TWO-WAY ANOVA 166
7.5 MORE ADVANCED DESIGNS 173
WORKED PROBLEMS 180
* CHAPTER 8 CORRELATION 181
8.1 QUICK START . 181
8.2 RELATION OF TWO NUMERIC VARIABLES 181
8.3 THE CORRELATION MATRIX 194
8.4 NON-PARAMETRIC CORRELATION COEFFICIENTS 200
WORKED PROBLEMS 202
CONTENTS XI
M CHAPTER 9 REGRESSION I 203
9.1 QUICK START 203
9.2 THE REGRESSION MODEL 204
9.3 RESIDUALS AND MODEL FIT 209
9.4 PREDICTION INTERVALS 212
9.5 OUTLIERS AND DIAGNOSTICS 216
WORKED PROBLEMS 221
EB CHAPTER 10 REGRESSION II 223
10.1 QUICK START 223
10.2 THE MULTIPLE REGRESSION MODEL 224
10.3 INDICATOR VARIABLES 234
10.4 LOGISTIC REGRESSION 239
WORKED PROBLEMS 248
Q CHAPTER 11 FACTOR/ITEM ANALYSIS 251
11.1 QUICK START 251
11.2 OVERVIEW OF FACTOR ANALYSIS 252
11.3 EXPLORATORY FACTOR ANALYSIS 254
11.4 THE SCALE SCORE 260
11.5 CONFIRMATORY FACTOR ANALYSIS 263
11.6 BEYOND THE BASICS 275
WORKED PROBLEMS 276
APPENDIX: STANDARD R CODE 279
NOTES 283
REFERENCES 285
INDEX 287
|
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| dewey-search | 519.50285/5133 |
| dewey-sort | 3519.50285 45133 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| format | Electronic eBook |
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| id | DE-604.BV042989402 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T07:14:31Z |
| institution | BVB |
| isbn | 9780415641739 9780415657204 9781315856759 9781306197496 9781317931676 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028414881 |
| oclc_num | 865508647 |
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| owner | DE-91 DE-BY-TUM |
| owner_facet | DE-91 DE-BY-TUM |
| physical | 1 online resource (xvi, 291 pages) illustrations |
| psigel | ZDB-26-MYL ZDB-26-MYL TUM_PDA_MIL_Kauf |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | Routledge, Taylor & Francis Group |
| record_format | marc |
| spelling | Gerbing, David W. Verfasser aut R data analysis without programming David W. Gerbing New York Routledge, Taylor & Francis Group 2014 1 online resource (xvi, 291 pages) illustrations txt rdacontent c rdamedia cr rdacarrier Description based on print version record Datenverarbeitung R (Computer program language) Mathematical statistics Data processing SWB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028414881&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Gerbing, David W. R data analysis without programming Datenverarbeitung R (Computer program language) Mathematical statistics Data processing |
| title | R data analysis without programming |
| title_auth | R data analysis without programming |
| title_exact_search | R data analysis without programming |
| title_full | R data analysis without programming David W. Gerbing |
| title_fullStr | R data analysis without programming David W. Gerbing |
| title_full_unstemmed | R data analysis without programming David W. Gerbing |
| title_short | R data analysis without programming |
| title_sort | r data analysis without programming |
| topic | Datenverarbeitung R (Computer program language) Mathematical statistics Data processing |
| topic_facet | Datenverarbeitung R (Computer program language) Mathematical statistics Data processing |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028414881&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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