Visualization, validation and seriation
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Fernande Dupuis
Abstract
Principal axes methods (such as correspondence analysis [CA]) provide useful visualizations of high-dimensional data sets. In the context of historical textual data, these techniques produce planar maps highlighting the associations between graphemes and texts (paragraphs, chapters, full texts, authors). First, we recall that a simple technique of seriation (re-ordering the rows and columns of a table) is readily derived from the first CA axis. Second, we stress the important role played by bootstrap techniques to allow for valid statistical inferences in a context in which a classical analytical approach is both unrealistic and analytically complex. A series of medieval French texts (12th–13th centuries), rich in spelling variants, exemplify the proposed approaches. A free software program is available.
Abstract
Principal axes methods (such as correspondence analysis [CA]) provide useful visualizations of high-dimensional data sets. In the context of historical textual data, these techniques produce planar maps highlighting the associations between graphemes and texts (paragraphs, chapters, full texts, authors). First, we recall that a simple technique of seriation (re-ordering the rows and columns of a table) is readily derived from the first CA axis. Second, we stress the important role played by bootstrap techniques to allow for valid statistical inferences in a context in which a classical analytical approach is both unrealistic and analytically complex. A series of medieval French texts (12th–13th centuries), rich in spelling variants, exemplify the proposed approaches. A free software program is available.
Chapters in this book
- Prelim pages i
- Table of contents v
- Foreword & acknowledgements ix
- Introduction 1
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Part I. Phonology
- Middle English vowel length in French loanwords 9
- Dental fricatives and stops in Germanic 19
- Dialect variation and the Dutch diminutive 37
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Part II. Morphology, syntax and semantics
- On the disappearance of genitive types in Middle English 49
- An asymmetric view on stage II in Jespersen’s cycle in the West Germanic languages 61
- Temporal reference and grammaticalization in the Spanish perfect(ive) 73
- (Un)-interpretable features and grammaticalization 83
- Imperative morphology in diachrony evidence from the Romance languages 99
- VO vs V(…)O en Français 109
- On the development of Recipient passives in DO languages 123
- The emergence of DP in the history of English 135
- A diachronic view of Psychological verbs with Dative Experiencers in Spanish and Romanian 149
- On the loss of the masculine genitive plural in Cypriot Greek 161
- The rise of peripheral modifiers in the noun phrase 175
- Wild variation, random patterns, and uncertain data* 185
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Part III. Sociolinguistics and dialectology
- Le changement linguistique dans la langue orale selon deux recherches sur le terrain séparées d’un siècle 197
- Patrons sociolinguistiques chez trois générations de locuteurs acadiens 211
- Change of functions of the first person pronouns in Chinese 223
- Vinderup in real time 233
- Variation in real time 245
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Part IV. Tools and methodology
- UNIDIA 259
- Visualization, validation and seriation 269
- Quantifying linguistic changes 285
- Historical core vocabulary: Spring and/or anchor 295
- Index of languages and terms 307
- Index of subjects and terms 309
Chapters in this book
- Prelim pages i
- Table of contents v
- Foreword & acknowledgements ix
- Introduction 1
-
Part I. Phonology
- Middle English vowel length in French loanwords 9
- Dental fricatives and stops in Germanic 19
- Dialect variation and the Dutch diminutive 37
-
Part II. Morphology, syntax and semantics
- On the disappearance of genitive types in Middle English 49
- An asymmetric view on stage II in Jespersen’s cycle in the West Germanic languages 61
- Temporal reference and grammaticalization in the Spanish perfect(ive) 73
- (Un)-interpretable features and grammaticalization 83
- Imperative morphology in diachrony evidence from the Romance languages 99
- VO vs V(…)O en Français 109
- On the development of Recipient passives in DO languages 123
- The emergence of DP in the history of English 135
- A diachronic view of Psychological verbs with Dative Experiencers in Spanish and Romanian 149
- On the loss of the masculine genitive plural in Cypriot Greek 161
- The rise of peripheral modifiers in the noun phrase 175
- Wild variation, random patterns, and uncertain data* 185
-
Part III. Sociolinguistics and dialectology
- Le changement linguistique dans la langue orale selon deux recherches sur le terrain séparées d’un siècle 197
- Patrons sociolinguistiques chez trois générations de locuteurs acadiens 211
- Change of functions of the first person pronouns in Chinese 223
- Vinderup in real time 233
- Variation in real time 245
-
Part IV. Tools and methodology
- UNIDIA 259
- Visualization, validation and seriation 269
- Quantifying linguistic changes 285
- Historical core vocabulary: Spring and/or anchor 295
- Index of languages and terms 307
- Index of subjects and terms 309
