First (and second) steps in statistics:
Presented through exciting examples, with an emphasis on understanding rather than computation, this second edition provides a crystal clear introduction to the main statistical procedures used in the psychological and social sciences.
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Los Angeles [u.a.]
Sage
2009
|
| Ausgabe: | 2. ed. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Zusammenfassung: | Presented through exciting examples, with an emphasis on understanding rather than computation, this second edition provides a crystal clear introduction to the main statistical procedures used in the psychological and social sciences. |
| Beschreibung: | XV, 230 S. Ill., graph. Darst. |
| ISBN: | 9781412911429 9781412911412 |
Internformat
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| 100 | 1 | |a Wright, Daniel B. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a First (and second) steps in statistics |c Daniel B. Wright and Kamala London |
| 250 | |a 2. ed. | ||
| 264 | 1 | |a Los Angeles [u.a.] |b Sage |c 2009 | |
| 300 | |a XV, 230 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
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| 520 | |a Presented through exciting examples, with an emphasis on understanding rather than computation, this second edition provides a crystal clear introduction to the main statistical procedures used in the psychological and social sciences. | ||
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| 650 | 4 | |a Statistics | |
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Datensatz im Suchindex
| _version_ | 1804138326493495296 |
|---|---|
| adam_text | Contents
Preface viii
Illustrations
ix
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
t
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
t
Test
Tests for Medians
106
Summary
108
Exercises
109
Further Reading
112
7
Comparing More than Two Groups or More than Two Variables
113
An Example: Cognitive Dissonance
114
Thatcher s Resignation
120
Kruskai-Wallis Test
123
Repeated Measures ANOVA
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
vii
Summary
Exercises
Further Reading
9
Factorial ANOVAs and Multiple Regression
Two-Way ANOVA
kxc Example
Multiple Regression
Scatterplots for Three Variables
Summary
Exercises
Further Reading
10
Categorical Data Analysis
Cross-Race Identification
Not Propagating the Species: The Darwin Awards
Summary
Final Summary
Exercises
Further Reading
Appendix A The
r
Table
Appendix
В
The Normal (z) Distribution
Appendix
С
Student s
t
Distribution
Appendix
D
The
F
Distribution
Appendix
E
The
χ2
Distribution
Appendix
F
How to Produce a Bad Results Section
References
151
152
157
159
160
164
167
168
174
175
179
180
180
188
193
194
195
198
199
200
203
205
208
210
216
Index
227
|
| adam_txt |
Contents
Preface viii
Illustrations
ix
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
t
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
t
Test
Tests for Medians
106
Summary
108
Exercises
109
Further Reading
112
7
Comparing More than Two Groups or More than Two Variables
113
An Example: Cognitive Dissonance
114
Thatcher's Resignation
120
Kruskai-Wallis Test
123
Repeated Measures ANOVA
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
vii
Summary
Exercises
Further Reading
9
Factorial ANOVAs and Multiple Regression
Two-Way ANOVA
kxc Example
Multiple Regression
Scatterplots for Three Variables
Summary
Exercises
Further Reading
10
Categorical Data Analysis
Cross-Race Identification
Not Propagating the Species: The Darwin Awards
Summary
Final Summary
Exercises
Further Reading
Appendix A The
r
Table
Appendix
В
The Normal (z) Distribution
Appendix
С
Student's
t
Distribution
Appendix
D
The
F
Distribution
Appendix
E
The
χ2
Distribution
Appendix
F
How to Produce a Bad Results Section
References
151
152
157
159
160
164
167
168
174
175
179
180
180
188
193
194
195
198
199
200
203
205
208
210
216
Index
227 |
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| discipline | Psychologie Mathematik |
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| edition | 2. ed. |
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| illustrated | Illustrated |
| index_date | 2024-07-02T22:51:16Z |
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| 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_exact_search_txtP | 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 | Statistiek gtt Statistik Statistics Statistics as Topic Statistics Problems, exercises, etc Regressionsanalyse (DE-588)4129903-6 gnd Univariate Wahrscheinlichkeitsverteilung (DE-588)4448039-8 gnd |
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