Foundations of behavioral statistics: an insight-based approach
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York, NY [u.a.]
Guilford Press
2006
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Literaturverz. S. 431 - 448 |
| Physical Description: | XII, 457 S. graph. Darst. |
| ISBN: | 1593852851 9781593852856 9781593858407 |
Staff View
MARC
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Record in the Search Index
| _version_ | 1804135972383752192 |
|---|---|
| adam_text | Contents
1
introductory Terms and Concepts 1
Definitions of Some Basic Terms
3
Leveis
of Scale
13
Some Experimental Design Considerations
24
111 Some Key Concepts
30
ІІ
Ш Ш
Reflection Problems
30
2
Location
зі
Reasonable Expectations for Statistics
32
Location Concepts
33
Three Classical Location Descriptive Statistics
36
Four Criteria for Evaluating Statistics
46
Two Robust Location Statistics
47
ВИЯ
Some Key Concepts
49
И
S
И
Reflection Problems
49
3
Dispersion
53
Quality of Location Descriptive Statistics
54
Important in Its Own Right
54
Measures of Score Spread
57
Variance
62
Situation-Specific Maximum Dispersion
67
Robust Dispersion Descriptive Statistics
69
Standardized Score World
70
И
HII Some Key Concepts
72
Reflection Problems
73
Contents
4
Shape
75
Two Shape Descriptive Statistics
76
Normal Distributions
86
Two Additional Univariate Graphics
91
if:
W
IS Some Key Concepts
94
s
;
Щ
Reflection Problems
95
5
Bivariate Relationships
97
Pearson s
r
99
Three Features of
r
101
Three Interpretation Contextual Factors
110
Psychometrics of the Pearson
r
116
Spearman s rho
118
Two Other r-Equivalent Correlation Coefficients
124
Bivariate Normality
128
Ö
¡β >φ
Some Key Concepts
130
Щ
ΪΙ
II
Reflection Problems
131
6
Statistical Significance
133
Sampling Distributions
135
Hypothesis Testing
142
Properties of Sampling Distributions
150
Standard Error/Sampling Error
154
Test Statistics
156
Statistical Precision and Power
169
Ρ
CALCULATED
177
ÏIS
Some Key Concepts
182
HI Reflection Problems
182
SB»
7
Practical Significance
185
Effect Sizes
187
Confidence Intervals
200
Confidence Intervals for Effect Sizes
207
;
Some Key Concepts
210
Reflection Problems
211
8
Multiple Regression Analysis: Basic GLM Concepts
215
Purposes of Regression
217
Simple Linear Prediction
220
Contents
Χ!
Case
#1:
Perfectly Uncorrelated Predictors
232
Case
#2:
Correlated Predictors, No Suppressor Effects
234
Case
#3:
Correlated Predictors, Suppressor Effects Present
237
β
Weights versus Structure Coefficients
240
A Final Comment on Collinearity
244
! :
Some Key Concepts
245
ќ
í ;:9
Reflection Problems
246
9
A GLM Interpretation Rubric
247
Do I Have Anything?
248
Where Does My Something Originate?
266
Stepwise Methods
270
Invoking Some Alternative Models
278
¡if
ÎI
Pi Some
Key Concepts
299
ii
§1
1? Reflection Problems
300
10
One-Way Analysis of Variance (ANOVA)
зоз
Experimentwise Type I Error
304
ANOVA Terminology
309
The Logic of Analysis of Variance
311
Practical and Statistical Significance
317
The Homogeneity of Variance Assumption
319
Post Hoc Tests
325
If
Ш Ш
Some Key Concepts
329
ІІІ
Reflection Problems
330
11
Multiway and Other Alternative ANOVA Models
ззз
Multiway Models
333
Factorial versus Nonfactorial Analyses
343
Fixed-, Random-, and Mixed-Effects Models
345
Brief Comment on ANCOVA
354
HI
Ш Ш
Some Key Concepts
357
Я
S
И
Reflection Problems
358
12
The General Linear Model (GLM): ANOVA via Regression
359
Planned Contrasts
360
Trend/Polynomial Planned Contrasts
375
xii
Contents
Repeated-Measures ANOVA via Regression
380
GLM Lessons
385
Ш Ш Ш
Some Key Concepts
390
Ш Ш Щ
Reflection Problems
391
13
Some Logistic Models: Model Fitting in a Logistic Context
зэз
Logistic Regression
394
Loglinear
Analysis
413
ІВІ
Some Key Concepts
423
Щ Ш
If Reflection Problems
424
Appendix: Scores (n
= 100)
with Near Normal
427
Distributions
References
431
Index
449
About the Author
457
|
| adam_txt |
Contents
1
introductory Terms and Concepts 1
Definitions of Some Basic Terms
3
Leveis
of Scale
13
Some Experimental Design Considerations
24
111 Some Key Concepts
30
ІІ
Ш Ш
Reflection Problems
30
2
Location
зі
Reasonable Expectations for Statistics
32
Location Concepts
33
Three Classical Location Descriptive Statistics
36
Four Criteria for Evaluating Statistics
46
Two Robust Location Statistics
47
ВИЯ
Some Key Concepts
49
И
S
И
Reflection Problems
49
3
Dispersion
53
Quality of Location Descriptive Statistics
54
Important in Its Own Right
54
Measures of Score Spread
57
Variance
62
Situation-Specific Maximum Dispersion
67
Robust Dispersion Descriptive Statistics
69
Standardized Score World
70
И
HII Some Key Concepts
72
Reflection Problems
73
Contents
4
Shape
75
Two Shape Descriptive Statistics
76
Normal Distributions
86
Two Additional Univariate Graphics
91
if:
W
IS Some Key Concepts
94
s
;'
Щ
Reflection Problems
95
5
Bivariate Relationships
97
Pearson's
r
99
Three Features of
r
101
Three Interpretation Contextual Factors
110
Psychometrics of the Pearson
r
116
Spearman's rho
118
Two Other r-Equivalent Correlation Coefficients
124
Bivariate Normality
128
Ö
¡β >φ
Some Key Concepts
130
Щ
ΪΙ
II
Reflection Problems
131
6
Statistical Significance
133
Sampling Distributions
135
Hypothesis Testing
142
Properties of Sampling Distributions
150
Standard Error/Sampling Error
154
Test Statistics
156
Statistical Precision and Power
169
Ρ
CALCULATED
177
ÏIS
Some Key Concepts
182
HI Reflection Problems
182
SB»
7
Practical Significance
185
Effect Sizes
187
Confidence Intervals
200
Confidence Intervals for Effect Sizes
207
;
Some Key Concepts
210
Reflection Problems
211
8
Multiple Regression Analysis: Basic GLM Concepts
215
Purposes of Regression
217
Simple Linear Prediction
220
Contents
Χ!
Case
#1:
Perfectly Uncorrelated Predictors
232
Case
#2:
Correlated Predictors, No Suppressor Effects
234
Case
#3:
Correlated Predictors, Suppressor Effects Present
237
β
Weights versus Structure Coefficients
240
A Final Comment on Collinearity
244
! :
Some Key Concepts
245
ќ
í ;:9
Reflection Problems
246
9
A GLM Interpretation Rubric
247
Do I Have Anything?
248
Where Does My Something Originate?
266
Stepwise Methods
270
Invoking Some Alternative Models
278
¡if
ÎI
Pi Some
Key Concepts
299
ii
§1
1? Reflection Problems
300
10
One-Way Analysis of Variance (ANOVA)
зоз
Experimentwise Type I Error
304
ANOVA Terminology
309
The Logic of Analysis of Variance
311
Practical and Statistical Significance
317
The "Homogeneity of Variance" Assumption
319
Post Hoc Tests
325
If
Ш Ш
Some Key Concepts
329
ІІІ
Reflection Problems
330
11
Multiway and Other Alternative ANOVA Models
ззз
Multiway Models
333
Factorial versus Nonfactorial Analyses
343
Fixed-, Random-, and Mixed-Effects Models
345
Brief Comment on ANCOVA
354
HI
Ш Ш
Some Key Concepts
357
Я
S
И
Reflection Problems
358
12
The General Linear Model (GLM): ANOVA via Regression
359
Planned Contrasts
360
Trend/Polynomial Planned Contrasts
375
xii
Contents
Repeated-Measures ANOVA via Regression
380
GLM Lessons
385
Ш Ш Ш
Some Key Concepts
390
Ш Ш Щ
Reflection Problems
391
13
Some Logistic Models: Model Fitting in a Logistic Context
зэз
Logistic Regression
394
Loglinear
Analysis
413
ІВІ
Some Key Concepts
423
Щ Ш
If Reflection Problems
424
Appendix: Scores (n
= 100)
with Near Normal
427
Distributions
References
431
Index
449
About the Author
457 |
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| index_date | 2024-07-02T16:10:57Z |
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| institution | BVB |
| isbn | 1593852851 9781593852856 9781593858407 |
| language | English |
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| spelling | Thompson, Bruce Verfasser aut Foundations of behavioral statistics an insight-based approach Bruce Thompson New York, NY [u.a.] Guilford Press 2006 XII, 457 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Literaturverz. S. 431 - 448 Psychologie - Méthodes statistiques Psychologie gtt Psychométrie Statistische methoden gtt Psychology Statistical methods Psychometrics Psychometrie (DE-588)4176236-8 gnd rswk-swf Psychometrie (DE-588)4176236-8 s DE-604 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015212030&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Thompson, Bruce Foundations of behavioral statistics an insight-based approach Psychologie - Méthodes statistiques Psychologie gtt Psychométrie Statistische methoden gtt Psychology Statistical methods Psychometrics Psychometrie (DE-588)4176236-8 gnd |
| subject_GND | (DE-588)4176236-8 |
| title | Foundations of behavioral statistics an insight-based approach |
| title_auth | Foundations of behavioral statistics an insight-based approach |
| title_exact_search | Foundations of behavioral statistics an insight-based approach |
| title_exact_search_txtP | Foundations of behavioral statistics an insight-based approach |
| title_full | Foundations of behavioral statistics an insight-based approach Bruce Thompson |
| title_fullStr | Foundations of behavioral statistics an insight-based approach Bruce Thompson |
| title_full_unstemmed | Foundations of behavioral statistics an insight-based approach Bruce Thompson |
| title_short | Foundations of behavioral statistics |
| title_sort | foundations of behavioral statistics an insight based approach |
| title_sub | an insight-based approach |
| topic | Psychologie - Méthodes statistiques Psychologie gtt Psychométrie Statistische methoden gtt Psychology Statistical methods Psychometrics Psychometrie (DE-588)4176236-8 gnd |
| topic_facet | Psychologie - Méthodes statistiques Psychologie Psychométrie Statistische methoden Psychology Statistical methods Psychometrics Psychometrie |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015212030&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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