First (and second) steps in statistics:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Los Angeles [u.a.]
Sage
2010
|
| Ausgabe: | 2. ed., Repr. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Inhaltsverzeichnis |
| Beschreibung: | XV, 230 S. Ill., graph. Darst. |
| ISBN: | 9781412911429 9781412911412 |
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Datensatz im Suchindex
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|---|---|
| adam_text | Titel: First (and second) steps in statistics
Autor: Wright, Daniel B
Jahr: 2010
Contents
Preface viii
Illustrations i x
Acknowledgements xvi
1 Univariate Statistics 1: Histograms and Boxplots 1
Example: DNA Exonerations 3
Histograms 5
The Five-Number Summary 11
Summary of the Five-Number Summary and Boxplots 19
Conclusions 20
Exercises 21
Further Reading 22
2 Univariate Statistics 2: The Mean and Standard Deviation 23
The Mean: Language Acquisition 24
The Variance and Standard Deviation 27
Example: Fuel Efficiency 30
Transforming Data 33
Summary 36
Exercises 37
Further Reading 39
3 Univariate Statistics 3: Proportions and Bar Charts 41
Calculating Proportions: Witches and Science 42
Levels of Measurement (LoM) 44
Making Bar Charts 48
Summary 53
Exercises 53
Further Reading 54
4 Sampling and Allocation 55
Gold Standards 56
Sampling 57
vi First (and Second) Steps in Statistics
Allocation 62
Summary 64
Exercises 65
Further Reading 66
5 Inference and Confidence Intervals 67
Inferring a Population Mean: Constructing Confidence Intervals 68
Examining the Difference between Two Means for the Same Person 73
Confidence Intervals for the Difference between Groups 75
Confidence Intervals for Medians 78
Summary 84
Exercises 84
Further Reading 87
6 Hypothesis Testing: t Tests and Alternatives 88
The Paired / Test: Introducing Null Hypothesis Significance Testing 89
Comparing Two Groups (Assuming Equal Variances) 95
Not Assuming Equal Variances: Acupuncture 96
Wilcoxon and Mann-Whitney-Wilcoxon tests as 99
Distribution-Free Alternatives
Mann-Whitney-Wilcoxon Test: An Alternative to the 103
Between-Subjects / Test
Tests for Medians 1°6
Summary 108
Exercises 109
Further Reading 112
7 Comparing More than Two Groups or More than Two Variables H3
An Example: Cognitive Dissonance 114
Thatcher s Resignation 20
Kruskal-Wallis Test 123
Repeated Measures ANO VA 125
Summary 129
Exercises 130
Further Reading 135
8 Regression and Correlation 136
Making a Scatterplot 137
Calculating the Regression Line 139
Pearson s Correlation 144
An Alternative Procedure: Spearman s rs 148
Two Considerations of Regressions and Correlations 150
Contents vü
Summary 151
Exercises 152
Further Reading 157
9 Factorial ANOVAs and Multiple Regression 159
Two-Way ANOVA 160
k xc Example 164
Multiple Regression 167
Scatterplots for Three Variables 168
Summary 174
Exercises 175
Further Reading 179
10 Categorical Data Analysis 180
Cross-Race Identification 180
Not Propagating the Species: The Darwin Awards 188
Summary 193
Final Summary 194
Exercises 195
Further Reading 198
Appendix A The r Table 199
Appendix ? The Normal (z) Distribution 200
Appendix C Student s / Distribution 203
Appendix D The F Distribution 205
Appendix ? The ?2 Distribution 208
Appendix F How to Produce a Bad Results Section 210
References 216
Index 227
|
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| illustrated | Illustrated |
| indexdate | 2024-07-10T00:18:44Z |
| institution | BVB |
| isbn | 9781412911429 9781412911412 |
| language | English |
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| physical | XV, 230 S. Ill., graph. Darst. |
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| spelling | Wright, Daniel B. Verfasser aut First (and second) steps in statistics Daniel B. Wright and Kamala London 2. ed., Repr. Los Angeles [u.a.] Sage 2010 XV, 230 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Univariate Wahrscheinlichkeitsverteilung (DE-588)4448039-8 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Univariate Wahrscheinlichkeitsverteilung (DE-588)4448039-8 s DE-604 Regressionsanalyse (DE-588)4129903-6 s London, Kamala Verfasser aut V:DE-604 application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&doc_number=016969524&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025003525&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Wright, Daniel B. London, Kamala First (and second) steps in statistics Univariate Wahrscheinlichkeitsverteilung (DE-588)4448039-8 gnd Regressionsanalyse (DE-588)4129903-6 gnd |
| subject_GND | (DE-588)4448039-8 (DE-588)4129903-6 |
| title | First (and second) steps in statistics |
| title_auth | First (and second) steps in statistics |
| title_exact_search | First (and second) steps in statistics |
| title_full | First (and second) steps in statistics Daniel B. Wright and Kamala London |
| title_fullStr | First (and second) steps in statistics Daniel B. Wright and Kamala London |
| title_full_unstemmed | First (and second) steps in statistics Daniel B. Wright and Kamala London |
| title_short | First (and second) steps in statistics |
| title_sort | first and second steps in statistics |
| topic | Univariate Wahrscheinlichkeitsverteilung (DE-588)4448039-8 gnd Regressionsanalyse (DE-588)4129903-6 gnd |
| topic_facet | Univariate Wahrscheinlichkeitsverteilung Regressionsanalyse |
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