Statistics for linguistics with R: a practical introduction
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin [u.a.]
de Gruyter Mouton
2009
|
| Series: | Trends in linguistics Studies and monographs
208 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | X, 335 S. graph. Darst. |
| ISBN: | 9783110205657 9783110205640 |
Staff View
MARC
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Record in the Search Index
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| adam_text | CONTENTS PREFACE V CHAPTER 1 SOME FUNDAMENTALS OF EMPIRICAL RESEARCH 1
1. INTRODUCTION 1 2. ON THE RELEVANCE OF QUANTITATIVE METHODS IN
LINGUISTICS 3 3. THE DESIGN AND THE LOGIC OF QUANTITATIVE STUDIES 7 3.1
SCOUTING 8 3.2. HYPOTHESES AND OPERATIONALIZATION 10 3.2.1. SCIENTIFIC
HYPOTHESES IN TEXT FORM 11 3.2.2. OPERATIONALIZING YOUR VARIABLES 14
3.2.3. SCIENTIFIC HYPOTHESES IN STATISTICAL/MATHEMATICAL FORM 18 3.3.
DATA COLLECTION AND STORAGE 24 3.4. THE DECISION 29 3.4.1. OVERVIEW:
DISCRETE PROBABILITY DISTRIBUTIONS 33 3.4.2. EXTENSION: CONTINUOUS
PROBABILITY DISTRIBUTIONS 44 4. THE DESIGN OF AN EXPERIMENT:
INTRODUCTION 48 5. THE DESIGN OF AN EXPERIMENT: ANOTHER EXAMPLE 54
CHAPTER 2 FUNDAMENTALS OF R 58 1. INTRODUCTION AND INSTALLATION 58 2.
FUNCTIONS AND ARGUMENTS 62 3. VECTORS 66 3.1. GENERATING VECTORS IN R 66
3.2. LOADING AND SAVING VECTORS IN R. 71 3.3. EDITING VECTORS IN R 74 4.
FACTORS 82 4.1. GENERATING FACTORS IN R 83 4.2. LOADING AND SAVING
FACTORS IN R 83 4.3. EDITING FACTORS IN R 84 5. DATA FRAMES 85 5.1.
GENERATING DATA FRAMES IN R 85 5.2. LOADING AND SAVING DATA FRAMES IN R
88 5.3. EDITING DATA FRAMES IN R 90 BIBLIOGRAFISCHE INFORMATIONEN
HTTP://D-NB.INFO/997087374 DIGITALISIERT DURCH ANALYTICAL STATISTICS 148
CHAPTER 3 DESCRIPTIVE STATISTICS 96 1. UNIVARIATE STATISTICS 96 1.1.
FREQUENCY DATA 96 1.1.1. SCATTERPLOTS AND LINE PLOTS 98 1.1.2. PIE
CHARTS 102 1.1.3. BAR PLOTS 102 1.1.4. PARETO-CHARTS 104 1.1.5.
HISTOGRAMS 105 1.2. MEASURES OF CENTRAL TENDENCY 106 1.2.1. THE MODE 106
1.2.2. THE MEDIAN 107 1.2.3. THE ARITHMETIC MEAN 107 1.2.4. THE
GEOMETRIC MEAN 108 1.3. MEASURES OF DISPERSION ILL 1.3.1. RELATIVE
ENTROPY 112 1.3.2. THE RANGE 113 1.3.3. QUANTILES AND QUARTILES 113
1.3.4. THE AVERAGE DEVIATION 115 1.3.5. THE STANDARD DEVIATION 116
1.3.6. THE VARIATION COEFFICIENT 117 1.3.7. SUMMARY FUNCTIONS 118 1.3.8.
THE STANDARD ERROR 119 1.4. CENTERING AND STANDARDIZATION (^-SCORES) 121
1.5. CONFIDENCE INTERVALS 123 1.5.1. CONFIDENCE INTERVALS OF ARITHMETIC
MEANS 124 1.5.2. CONFIDENCE INTERVALS OF PERCENTAGES 125 2. BIVARIATE
STATISTICS 127 2.1. FREQUENCIES AND CROSSTABULATION 127 2.1.1. BAR PLOTS
AND MOSAIC PLOTS 129 2.1.2. SPINEPLOTS 130 2.1.3. LINE PLOTS 131 2.2.
MEANS 132 2.2.1. BOXPLOTS 133 2.2.2. INTERACTION PLOTS 134 2.3.
COEFFICIENTS OF CORRELATION AND LINEAR REGRESSION 138 CHAPTER 4 1.
DISTRIBUTIONS AND FREQUENCIES 148 1.1. DISTRIBUTION FITTING 148 1.1.1.
ONE DEP. VARIABLE (RATIO-SCALED) 148 1.1.2. ONE DEP. VARIABLE
(NOMINAL/CATEGORICAL) 151 1.2. TESTS FOR DIFFERENCES/INDEPENDENCE 158
1.2.1. ONE DEP. VARIABLE (ORDINAL/INTERVAL/RATIO SCALED) AND ONE INDEP.
VARIABLE (NOMINAL) (INDEP. SAMPLES) 159 1.2.2 ONE DEP. VARIABLE
(NOMINAL/CATEGORICAL) AND ONE INDEP. VARIABLE (NOMINAL/CATEGORICAL)
(INDEP. SAMPLES) 165 1.2.3. ONE DEP. VARIABLE (NOMINAL/CATEGORICAL)
(DEP. SAMPLES) 180 2. DISPERSIONS 184 2.1. GOODNESS-OF-FIT TEST FOR ONE
DEP. VARIABLE (RATIO-SCALED) 185 2.2. ONE DEP. VARIABLE (RATIO-SCALED)
AND ONE INDEP. VARIABLE (NOMINAL) 187 3. MEANS 194 3.1. GOODNESS-OF-FIT
TESTS 195 3.1.1. ONE DEP. VARIABLE (RATIO-SCALED) 195 3.1.2. ONEDEP.
VARIABLE (ORDINAL) 199 3.2. TESTS FOR DIFFERENCES/INDEPENDENCE 204
3.2.1. ONE DEP. VARIABLE (RATIO-SCALED) AND ONE INDEP. VARIABLE
(NOMINAL) (INDEP. SAMPLES) 205 3.2.2. ONE DEP. VARIABLE (RATIO-SCALED)
AND ONE INDEP. VARIABLE (NOMINAL) (DEP. SAMPLES) 212 3.2.3. ONE DEP.
VARIABLE (ORDINAL) AND ONE INDEP. VARIABLE (NOMINAL) (INDEP. SAMPLES)
218 3.2.4. ONE DEP. VARIABLE (ORDINAL) AND ONE INDEP. VARIABLE (NOMINAL)
(DEP. SAMPLES) 226 4. COEFFICIENTS OF CORRELATION AND LINEAR REGRESSION
230 4.1. THE SIGNIFICANCE OF THE PRODUCT-MOMENT CORRELATION 231 4.2. THE
SIGNIFICANCE OF KENDALL S TAU 234 4.3. CORRELATION AND CAUSALITY 236
CHAPTE 3.1. MONOFACTORIAL ANOVA 275 3.2. TWO-ANULTIFACTORIAL ANOVA 284
4. BINARY LOGISTIC REGRESSION 291 5. HIERARCHICAL AGGLOMERATIVE CLUSTER
ANALYSIS 306 CHAPTER 6 EPILOG 320 REFERENCES 323 FUNCTION INDEX 329
|
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| isbn | 9783110205657 9783110205640 |
| language | English |
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| publisher | de Gruyter Mouton |
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| series | Trends in linguistics Studies and monographs |
| series2 | Trends in linguistics : studies and monographs Mouton textbook |
| spelling | Gries, Stefan Thomas 1970- Verfasser (DE-588)131571222 aut Statistics for linguistics with R a practical introduction by Stefan Th. Gries Berlin [u.a.] de Gruyter Mouton 2009 X, 335 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Trends in linguistics : studies and monographs 208 : Mouton textbook Mouton textbook Linguistik Linguistics Statistical methods R (Computer program language) Sprachstatistik (DE-588)4182534-2 gnd rswk-swf R Programm (DE-588)4705956-4 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content R Programm (DE-588)4705956-4 s Sprachstatistik (DE-588)4182534-2 s DE-604 Trends in linguistics Studies and monographs 208 (DE-604)BV000000738 208 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017018404&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 | Gries, Stefan Thomas 1970- Statistics for linguistics with R a practical introduction Trends in linguistics Studies and monographs Linguistik Linguistics Statistical methods R (Computer program language) Sprachstatistik (DE-588)4182534-2 gnd R Programm (DE-588)4705956-4 gnd |
| subject_GND | (DE-588)4182534-2 (DE-588)4705956-4 (DE-588)4123623-3 |
| title | Statistics for linguistics with R a practical introduction |
| title_auth | Statistics for linguistics with R a practical introduction |
| title_exact_search | Statistics for linguistics with R a practical introduction |
| title_full | Statistics for linguistics with R a practical introduction by Stefan Th. Gries |
| title_fullStr | Statistics for linguistics with R a practical introduction by Stefan Th. Gries |
| title_full_unstemmed | Statistics for linguistics with R a practical introduction by Stefan Th. Gries |
| title_short | Statistics for linguistics with R |
| title_sort | statistics for linguistics with r a practical introduction |
| title_sub | a practical introduction |
| topic | Linguistik Linguistics Statistical methods R (Computer program language) Sprachstatistik (DE-588)4182534-2 gnd R Programm (DE-588)4705956-4 gnd |
| topic_facet | Linguistik Linguistics Statistical methods R (Computer program language) Sprachstatistik R Programm Lehrbuch |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017018404&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000738 |
| work_keys_str_mv | AT griesstefanthomas statisticsforlinguisticswithrapracticalintroduction |