Innovative analyses of human movement: [analytical tools for human movement research]
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Champaign, IL
Human Kinetics
2004
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | XI, 331 S. Ill., graph. Darst. 29 cm |
| ISBN: | 0736044671 9780736044677 |
Staff View
MARC
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| 245 | 1 | 0 | |a Innovative analyses of human movement |b [analytical tools for human movement research] |c Nicholas Stergiou, ed. |
| 264 | 1 | |a Champaign, IL |b Human Kinetics |c 2004 | |
| 300 | |a XI, 331 S. |b Ill., graph. Darst. |c 29 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Includes bibliographical references and index | ||
| 650 | 4 | |a Human locomotion - Mathematical models | |
| 650 | 4 | |a Human locomotion - Statistical methods | |
| 650 | 4 | |a Human mechanics - Mathematical models | |
| 650 | 4 | |a Human mechanics - Statistical methods | |
| 650 | 4 | |a Biomechanics | |
| 650 | 4 | |a Mathematical Computing | |
| 650 | 4 | |a Models, Statistical | |
| 650 | 4 | |a Movement |x physiology | |
| 650 | 0 | 7 | |a Biomechanische Analyse |0 (DE-588)4122931-9 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Bewegungsanalyse |0 (DE-588)4122917-4 |2 gnd |9 rswk-swf |
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| 700 | 1 | |a Stergiou, Nicholas |e Sonstige |4 oth | |
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Record in the Search Index
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|---|---|
| adam_text | Contents
List of Contributors vii
Preface ix
Acknowledgments xi
Methods to Examine Variability in Human Movement 1
Chapter 1 Single Subject Analysis 3
Expanding Experimental Design Horizons 4
Human Movement Characteristics 5
Issues Relative to Data Analysis and Evaluation 10
Experimental Design 15
Summary 25
Suggested Readings and Other Resources 25
References 26
Chapter 2 Considerations of Movement Variability
in Biomechanics Research 29
The Nature of Intra lndividual Movement Variability 29
Variability and Biological Health 32
Methodological Considerations of Movement Variability 37
Traditional Methods for Quantifying Variability 45
Summary 58
Work Problems 59
Suggested Readings and Other Resources 60
References 60
Chapter 3 Nonlinear Tools in Human Movement 63
Time Series 65
State Space 66
Lyapunov Exponent 69
Surrogation 72
iii
iv Contents
Correlation Dimension 73
Approximate Entropy 76
Other Tools 84
Other Available Software and Algorithms 85
Summary 86
Suggested Readings and Other Resources 86
References 87
Methods to Examine Coordination and Stability
in Human Movement 91
Chapter 4 Applied Dynamic Systems Theory
for the Analysis of Movement 93
Phase Portraits and Phase Angles 97
Relative Phase 99
Point Estimate Relative Phase 104
Discrete Relative Phase 105
Complete Examples for the Application of Dynamic
Systems Theory Tools 106
Summary 115
Work Problems 116
Suggested Readings and Other Resources 116
References 117
Chapter 5 Directional Statistics 121
Why Are Directional Statistics Needed? 121
Examples of Directional Statistics 123
Representation of Circular and Axial Data 123
Descriptive Statistics 126
Second Order Analysis 129
Tests of Uniformity 130
One Sample Comparisons 135
Comparisons of Two or More Samples 137
Hypothesis Testing for Second Order Analysis 141
Paired Sample Tests 145
Correlations 147
Summary 152
Contents v
Work Problems 152
List of Symbols 159
Suggested Readings and Other Resources 160
References 160
Chapter 6 Mathematical Measures
of Coordination and Variability in Gait Patterns 163
Response Surface Methodology 164
Variability 175
Summary 182
Work Problems 182
Suggested Readings and Other Resources 185
References 185
Advanced Methods for Data Analysis
in Human Movement 187
Chapter 7 Time Series Analysis:
The Cross Correlation Function 189
Time Series Analyses 189
Defining the Cross Correlation Function 191
Pearson Product Moment Correlations 194
Fisher Z Tra reformations 196
Other Measures of Similarity 197
Correlograms 198
Autocorrelograms 200
Cross Correlation As a Method for Estimating Spectral Content 200
Matched Filters 203
Summary 204
Work Problems 204
Suggested Readings and Other Resources 205
References 205
Chapter 8 Principles and Applications
of Bootstrapping Statistical Analysis 207
Bootstrapping 208
Bootstrap Samples and Bootstrap Sampling Distributions 209
vi Contents
How Bootstrapping Works 210
Practical Issues of Bootstrapping Applications 213
Advantages and Limitations of Bootstrapping 215
Summary 219
Suggested Readings and Other Resources 219
References 220
Chapter 9 Power Spectrum Analysis and Filtering 223
Time and Frequency Domain Representations: A Simple Signal 225
Frequency Domain Transform and the Discrete Fourier Transform 226
Data Sampling 235
Biomechanical Data Filtering 238
The Differentiation Process 243
Joint Time Frequency Domain Representations 244
The Wigner Function 250
Summary 254
Work Problems 254
Suggested Readings and Other Resources 255
References 256
Appendix A Solutions to Work Problems 259
Appendix B Data Sets for Chapter 2 291
Appendix C Data Sets for Chapter 4 Work Problems 303
Glossary 317
Index 323
About the Editor 331
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| id | DE-604.BV019583684 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T20:00:49Z |
| institution | BVB |
| isbn | 0736044671 9780736044677 |
| language | English |
| lccn | 2003004100 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-012920646 |
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| physical | XI, 331 S. Ill., graph. Darst. 29 cm |
| publishDate | 2004 |
| publishDateSearch | 2004 |
| publishDateSort | 2004 |
| publisher | Human Kinetics |
| record_format | marc |
| spelling | Innovative analyses of human movement [analytical tools for human movement research] Nicholas Stergiou, ed. Champaign, IL Human Kinetics 2004 XI, 331 S. Ill., graph. Darst. 29 cm txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index Human locomotion - Mathematical models Human locomotion - Statistical methods Human mechanics - Mathematical models Human mechanics - Statistical methods Biomechanics Mathematical Computing Models, Statistical Movement physiology Biomechanische Analyse (DE-588)4122931-9 gnd rswk-swf Bewegungsanalyse (DE-588)4122917-4 gnd rswk-swf Bewegungsanalyse (DE-588)4122917-4 s Biomechanische Analyse (DE-588)4122931-9 s DE-604 Stergiou, Nicholas Sonstige oth HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012920646&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Innovative analyses of human movement [analytical tools for human movement research] Human locomotion - Mathematical models Human locomotion - Statistical methods Human mechanics - Mathematical models Human mechanics - Statistical methods Biomechanics Mathematical Computing Models, Statistical Movement physiology Biomechanische Analyse (DE-588)4122931-9 gnd Bewegungsanalyse (DE-588)4122917-4 gnd |
| subject_GND | (DE-588)4122931-9 (DE-588)4122917-4 |
| title | Innovative analyses of human movement [analytical tools for human movement research] |
| title_auth | Innovative analyses of human movement [analytical tools for human movement research] |
| title_exact_search | Innovative analyses of human movement [analytical tools for human movement research] |
| title_full | Innovative analyses of human movement [analytical tools for human movement research] Nicholas Stergiou, ed. |
| title_fullStr | Innovative analyses of human movement [analytical tools for human movement research] Nicholas Stergiou, ed. |
| title_full_unstemmed | Innovative analyses of human movement [analytical tools for human movement research] Nicholas Stergiou, ed. |
| title_short | Innovative analyses of human movement |
| title_sort | innovative analyses of human movement analytical tools for human movement research |
| title_sub | [analytical tools for human movement research] |
| topic | Human locomotion - Mathematical models Human locomotion - Statistical methods Human mechanics - Mathematical models Human mechanics - Statistical methods Biomechanics Mathematical Computing Models, Statistical Movement physiology Biomechanische Analyse (DE-588)4122931-9 gnd Bewegungsanalyse (DE-588)4122917-4 gnd |
| topic_facet | Human locomotion - Mathematical models Human locomotion - Statistical methods Human mechanics - Mathematical models Human mechanics - Statistical methods Biomechanics Mathematical Computing Models, Statistical Movement physiology Biomechanische Analyse Bewegungsanalyse |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012920646&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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