Statistical misconceptions:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York [u.a.]
Taylor & Francis
2009
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XX, 288 S. graph. Darst. |
| ISBN: | 9780805859027 9780805859041 |
Staff View
MARC
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Record in the Search Index
| _version_ | 1804138544150609920 |
|---|---|
| adam_text | BRIEF CONTENTS
| Descriptive Statistics 1
| Distributional Shape 19
| Bivariate Correlation 39
H Reliability and Validity 65
| Probability 89
| Sampling 121
| Estimation 145
| Hypothesis Testing 165
Hj Mests Involving One or Two Means 195
I ANOVA and ANCOVA 209
g| Practical Significance, Power, and
Effect Size 225
J/H Regression 243
CONTENTS
Preface xiii
d Descriptive Statistics 1
1.1 Measures of Central Tendency 3
1.2 The Mean of Means 9
1.3 The Mode s Location 13
1.4 The Standard Deviation 15
Recommended Reading
J§ Distributional Shape 19
2.1 The Shape of the Normal Curve 21
2.2 Skewed Distributions and Measures of
Central Tendency
2.3 Standard Scores and Normality ^
2.4 Rectangular Distributions and Kurtosis **
Recommended Reading
| Bivariate Correlation 39
41
3.1 Correlation Coefficients ^
3.2 Correlation and Causality
3.3 The Effect of a Single Outlier on Pearson s r 4V
3.4 Relationship Strength and r ^
3.5 The Meaning of r - 0 63
Recommended Reading
fH Reliability and Validity 65
4.1 Statistical Indices of Reliability and Validity 67
4.2 Interrater Reliability 71
4.3 Cronbach s Alpha and Unidimensionality 77
4.4 Range Restriction and Predictive Validity 83
Recommended Reading 87
| Probability 89
5.1 The Binomial Distribution and N 91
5.2 A Random Walk With a Perfectly Fair Coin 95
5.3 Two Goats and a New Car 99
5.4 Identical Birthdays 103
5.5 The Sum of an Infinite Number of Numbers 107
5.6 Being Diagnosed With a Rare Disease 111
5.7 Risk Ratios and Odds Ratios 115
Recommended Reading 119
g| Sampling 121
6.1 The Character of Random Samples 123
6.2 Random Replacements When Sampling 127
6.3 Precision and the Sampling Fraction 131
6.4 Matched Samples 135
6.5 Finite Versus Infinite Populations 139
Recommended Reading 143
g| Estimation 145
7.1 Interpreting a Confidence Interval 147
7.2 Overlapping Confidence Intervals 151
7.3 The Mean ± the Standard Error 155
7.4 Confidence Intervals and Replication 159
Recommended Reading 163
g| Hypothesis Testing 165
8.1 Alpha and Type I Error Risk 167
8.2 The Null Hypothesis 171
8.3 Disproving//,, 175
Contents xi
8.4 The Meaning of p 179
8.5 Directionality and Tails 183
8.6 The Relationship Between Alpha and Beta Errors 189
Recommended Reading 193
g| f-Tests Involving One or Two Means 195
9.1 Correlated f-Tests 197
9.2 The Difference Between Two Means lip .0001 201
9.3 The Robustness of a f-Test When nx = n2 205
Recommended Reading 208
| ANOVA and ANCOVA 209
10.1 Pairwise Comparisons 211
10.2 The Cause of a Significant Interaction 215
10.3 Equal Covariate Means in ANCOVA 219
Recommended Reading 223
¦I Practical Significance, Power, and
Effect Size 225
11.1 Statistical Significance Versus Practical Significance 227
11.2 A Priori and Post Hoc Power 231
11.3 Eta Squared and Partial Eta Squared 237
Recommended Reading 241
I Regression 243
12.1 Comparing Two r s; Comparing Two b s 245
12.2 i?2 249
12.3 Predictor Variables That Are Uncorrelated With Y 253
12.4 Beta Weights 257
Recommended Reading
Appendix A: Citations for Material
Referenced in the Preface 263
Appendix B: References for Quotations
Presented in the Sections Entitled Evidence
That This Misconception Exists 265
Subject Index 279
Author Index 285
|
| any_adam_object | 1 |
| author | Huck, Schuyler W. 1943- |
| author_GND | (DE-588)141782684 |
| author_facet | Huck, Schuyler W. 1943- |
| author_role | aut |
| author_sort | Huck, Schuyler W. 1943- |
| author_variant | s w h sw swh |
| building | Verbundindex |
| bvnumber | BV035261075 |
| callnumber-first | B - Philosophy, Psychology, Religion |
| callnumber-label | BF39 |
| callnumber-raw | BF39 |
| callnumber-search | BF39 |
| callnumber-sort | BF 239 |
| callnumber-subject | BF - Psychology |
| classification_rvk | MR 2100 QH 231 |
| classification_tum | MAT 620f |
| ctrlnum | (OCoLC)227327741 (DE-599)OBVAC07050401 |
| dewey-full | 150.72/7 |
| dewey-hundreds | 100 - Philosophy & psychology |
| dewey-ones | 150 - Psychology |
| dewey-raw | 150.72/7 |
| dewey-search | 150.72/7 |
| dewey-sort | 3150.72 17 |
| dewey-tens | 150 - Psychology |
| discipline | Soziologie Psychologie Mathematik Wirtschaftswissenschaften |
| format | Book |
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| id | DE-604.BV035261075 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T21:29:52Z |
| institution | BVB |
| isbn | 9780805859027 9780805859041 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-017066597 |
| oclc_num | 227327741 |
| open_access_boolean | |
| owner | DE-20 DE-1050 DE-91 DE-BY-TUM DE-188 |
| owner_facet | DE-20 DE-1050 DE-91 DE-BY-TUM DE-188 |
| physical | XX, 288 S. graph. Darst. |
| publishDate | 2009 |
| publishDateSearch | 2009 |
| publishDateSort | 2009 |
| publisher | Taylor & Francis |
| record_format | marc |
| spelling | Huck, Schuyler W. 1943- Verfasser (DE-588)141782684 aut Statistical misconceptions Schuyler W. Huck New York [u.a.] Taylor & Francis 2009 XX, 288 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Statistik Psychometrics Statistics Statistics as Topic Statistik (DE-588)4056995-0 gnd rswk-swf Irrtum (DE-588)4140092-6 gnd rswk-swf Fehleranalyse (DE-588)4016608-9 gnd rswk-swf Statistik (DE-588)4056995-0 s Irrtum (DE-588)4140092-6 s DE-604 Fehleranalyse (DE-588)4016608-9 s HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017066597&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Huck, Schuyler W. 1943- Statistical misconceptions Statistik Psychometrics Statistics Statistics as Topic Statistik (DE-588)4056995-0 gnd Irrtum (DE-588)4140092-6 gnd Fehleranalyse (DE-588)4016608-9 gnd |
| subject_GND | (DE-588)4056995-0 (DE-588)4140092-6 (DE-588)4016608-9 |
| title | Statistical misconceptions |
| title_auth | Statistical misconceptions |
| title_exact_search | Statistical misconceptions |
| title_full | Statistical misconceptions Schuyler W. Huck |
| title_fullStr | Statistical misconceptions Schuyler W. Huck |
| title_full_unstemmed | Statistical misconceptions Schuyler W. Huck |
| title_short | Statistical misconceptions |
| title_sort | statistical misconceptions |
| topic | Statistik Psychometrics Statistics Statistics as Topic Statistik (DE-588)4056995-0 gnd Irrtum (DE-588)4140092-6 gnd Fehleranalyse (DE-588)4016608-9 gnd |
| topic_facet | Statistik Psychometrics Statistics Statistics as Topic Irrtum Fehleranalyse |
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