History by numbers: an introduction to quantitative approaches
"Fully updated and carefully revised, this new 2nd edition of History by Numbers still stands alone as the only textbook on quantitative methods suitable for students of history. Even the numerically challenged will find inspiration. Taking a problem-solving approach and using authentic histori...
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| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
London ; Oxford ; New York ; New Delhi ; Sydney
Bloomsbury Academic
2017
|
| Edition: | Second edition |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis Inhaltsverzeichnis |
| Summary: | "Fully updated and carefully revised, this new 2nd edition of History by Numbers still stands alone as the only textbook on quantitative methods suitable for students of history. Even the numerically challenged will find inspiration. Taking a problem-solving approach and using authentic historical data, it describes each method in turn, including its origin, purpose, usefulness and associated pitfalls. The problems are developed gradually and with narrative skill, allowing readers to experience the moment of discovery for each of the interpretative outcomes. Quantitative methods are essential for the modern historian, and this lively and accessible text will prove an invaluable guide for anyone entering the discipline"... |
| Item Description: | Includes bibliographical references (pages 307-330) and index |
| Physical Description: | xx, 339 Seiten Illustrationen, Diagramme, Karten |
| ISBN: | 9781474294157 9781849665377 |
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Record in the Search Index
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| adam_text | HISTORY BY NUMBERS
/ HUDSON, PATYYD1948-
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
1. THE PROSPECTS AND PITFALLS OF HISTORY BY NUMBERS
2. THE ORIGINS AND NATURE OF QUANTITATIVE THINKING
3. ARRANGING, REARRANGING AND DISPLAYING DATA
4. SUMMARISING DATA : AVERAGES AND DISTRIBUTIONS
5. TIME SERIES AND INDICES
6. RELATIONSHIPS BETWEEN VARIABLES
7. SAMPLING AND SIGNIFICANCE TESTING
8. ECONOMIC HISTORY AND ECONOMETRIC HISTORY
9. HISTORICAL RESEARCH, COMPUTING AND THE DIGITAL REVOLUTION
GLOSSARY
DIESES SCHRIFTSTCK WURDE MASCHINELL ERZEUGT.
CONTENTS
List of Figures ix
List of Tables xii
Preface xv
1 The Prospects and Pitfalls of History by Numbers 1
The growth of quantitative history 1
The computer revolution 3
From the elite to the masses 6
Descriptive statistics and inferential statistics 7
Time series and causal analysis 9
Sampling 10
Mathematical modelling 11
Quantification as a common language 12
Reliability of data 13
Statistical categories and comparability of data 16
Choice of technique, use and misuse 18
Analysis of results 19
Pitfalls of modelling 20
Conclusion 20
2 The Origins and Nature of Quantitative Thinking 23
Origins of the statistical movement in Britain 23
The meaning of statistics 25
Data display and collection 26
The Victorian statistical movement 29
Twentieth-century developments 33
Statistical theory 35
Positivism 38
Objectivity and prejudice 40
Conclusion 41
3 Arranging, Rearranging and Displaying Data 45
Types of data 45
Some definitions involved in regrouping data 50
The presentation of tables and figures 52
Initial questions about the data 53
Grouping data in a frequency distribution 54
Contents
Bar charts 62
Histograms 68
Pie charts and pyramid charts 71
Graphs: time series 74
Other graphs using independent and causal variables 78
Word clouds and similar figures in textual analysis 82
Cartograms 85
Conclusion 85
4 Summarizing Data: Averages and Distributions 87
The mean 87
The median 90
The mode 91
The geometric mean 91
Choice of average 92
Dispersion around the mean: standard deviation and variance 95
Dispersion around the mean: the coefficient of variation 98
Rank order dispersal measures 101
More examples of analysis of distributions from history 104
The normal distribution 112
Skewed distributions 113
Distributions with more than one mode 116
Conclusion 117
5 Time Series and Indices 129
Index numbers (indices) 130
The formation of indices 130
Composite indices 134
Construction of composite indices: some examples 136
Real indices 141
Time series: influences 144
Measures of trend: growth rates 146
Calculation of the trend line 149
Cyclical fluctuations and moving averages 153
Seasonal fluctuations 157
Irregular fluctuations 160
Vital statistics or vital variables 160
Conclusion 161
6 Relationships Between Variables 163
The null hypothesis 164
The contingency coefficient CC’ 165
The scatter diagram 169
vi
Contents
Dummy variables 174
Correlation coefficient (R) 174
How strong is the relationship? 175
The form of the relationship 176
Lagged results 177
Spearmans rank correlation coefficient 180
The regression line 182
The coefficient of determination 184
Examples of correlation and regression analysis in history 185
Multiple regression models 189
Non-random error, autocorrelation and multicollinearity 194
Dealing with autocorrelation and multicollinearity 196
Conclusion 204
7 Sampling and Significance Testing 205
The purpose and procedures of sampling 206
Independent random sample 208
Systematic and stratified samples 209
Other sorts of samples 210
Sampling error 212
The normal distribution 212
The distribution of sample means 213
Estimation of the population mean and standard deviation from a sample 214
Samples and populations: some examples 214
Difference-of-means test 216
The significance of sample results 217
The significance of correlation and regression results 218
Conclusion 225
8 Economic History and Econometric History 241
Some definitions 242
The history of econometric history 244
Econometric history: first wave examples 246
Neoclassical mo del-building 251
Econometric tools and econometric history today 254
Comparative economic growth and new time series research 257
The models, the evidence, the reality 259
Conclusion 2-fifi
9 Historical Research, Computing and the Digital Revolution 263
Useful software types 263
The impact of advances in ICT on historical research and writing 275
vii
Contents
Getting started with quantitative and qualitative historical research employing
ICT 284
Research projects and ICT 286
Things to look out for when embarking upon a computer-aided
piece of historical research (whether quantitative or not) 289
Conclusion 290
Glossary 295
Notes 307
Index 331
viii
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| spelling | Hudson, Pat 1948- (DE-588)124315259 aut History by numbers an introduction to quantitative approaches Pat Hudson and Mina Ishizu Second edition London ; Oxford ; New York ; New Delhi ; Sydney Bloomsbury Academic 2017 xx, 339 Seiten Illustrationen, Diagramme, Karten txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references (pages 307-330) and index "Fully updated and carefully revised, this new 2nd edition of History by Numbers still stands alone as the only textbook on quantitative methods suitable for students of history. Even the numerically challenged will find inspiration. Taking a problem-solving approach and using authentic historical data, it describes each method in turn, including its origin, purpose, usefulness and associated pitfalls. The problems are developed gradually and with narrative skill, allowing readers to experience the moment of discovery for each of the interpretative outcomes. Quantitative methods are essential for the modern historian, and this lively and accessible text will prove an invaluable guide for anyone entering the discipline"... HISTORY / General / bisacsh History Statistical methods History Research Statistical methods HISTORY / General Statistik (DE-588)4056995-0 gnd rswk-swf Zeitreihenanalyse (DE-588)4067486-1 gnd rswk-swf Quantitative Methode (DE-588)4232139-6 gnd rswk-swf Geschichtswissenschaft (DE-588)4020535-6 gnd rswk-swf 1\p (DE-588)4151278-9 Einführung gnd-content Geschichtswissenschaft (DE-588)4020535-6 s Statistik (DE-588)4056995-0 s Zeitreihenanalyse (DE-588)4067486-1 s Quantitative Methode (DE-588)4232139-6 s DE-604 Ishizu, Mina (DE-588)1179195027 aut Erscheint auch als Online-Ausgabe, ePDF 978-1-8496-6573-5 Erscheint auch als Online-Ausgabe, ePUB 978-1-8496-6572-8 LoC Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030049952&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030049952&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Hudson, Pat 1948- Ishizu, Mina History by numbers an introduction to quantitative approaches HISTORY / General / bisacsh History Statistical methods History Research Statistical methods HISTORY / General Statistik (DE-588)4056995-0 gnd Zeitreihenanalyse (DE-588)4067486-1 gnd Quantitative Methode (DE-588)4232139-6 gnd Geschichtswissenschaft (DE-588)4020535-6 gnd |
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| title | History by numbers an introduction to quantitative approaches |
| title_auth | History by numbers an introduction to quantitative approaches |
| title_exact_search | History by numbers an introduction to quantitative approaches |
| title_full | History by numbers an introduction to quantitative approaches Pat Hudson and Mina Ishizu |
| title_fullStr | History by numbers an introduction to quantitative approaches Pat Hudson and Mina Ishizu |
| title_full_unstemmed | History by numbers an introduction to quantitative approaches Pat Hudson and Mina Ishizu |
| title_short | History by numbers |
| title_sort | history by numbers an introduction to quantitative approaches |
| title_sub | an introduction to quantitative approaches |
| topic | HISTORY / General / bisacsh History Statistical methods History Research Statistical methods HISTORY / General Statistik (DE-588)4056995-0 gnd Zeitreihenanalyse (DE-588)4067486-1 gnd Quantitative Methode (DE-588)4232139-6 gnd Geschichtswissenschaft (DE-588)4020535-6 gnd |
| topic_facet | HISTORY / General / bisacsh History Statistical methods History Research Statistical methods HISTORY / General Statistik Zeitreihenanalyse Quantitative Methode Geschichtswissenschaft Einführung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030049952&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030049952&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT hudsonpat historybynumbersanintroductiontoquantitativeapproaches AT ishizumina historybynumbersanintroductiontoquantitativeapproaches |