Biostatistics and epidemiology: a primer for health professionals
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York [u.a.]
Springer
1995
|
| Edition: | 2. ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XVIII, 185 S. graph. Darst. |
| ISBN: | 0387943889 |
Staff View
MARC
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| 245 | 1 | 0 | |a Biostatistics and epidemiology |b a primer for health professionals |c Sylvia Wassertheil-Smoller |
| 250 | |a 2. ed. | ||
| 264 | 1 | |a New York [u.a.] |b Springer |c 1995 | |
| 300 | |a XVIII, 185 S. |b graph. Darst. | ||
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| 650 | 7 | |a clinical trials |2 cabt | |
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| 650 | 2 | |a Méthodes épidémiologiques | |
| 650 | 4 | |a Statistik | |
| 650 | 4 | |a Biometry | |
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Record in the Search Index
| _version_ | 1807682248667824128 |
|---|---|
| adam_text |
CONTENTS
PREFACE
TO
THE
SECOND
EDITION
VII
PREFACE
TO
THE
FIRST
EDITION
IX
ACKNOWLEDGMENTS
XI
CHAPTER
1.
THE
SCIENTIFIC
METHOD
1
1.1
THE
LOGIC
OF
SCIENTIFIC
REASONING
1
1.2
VARIABILITY
OF
PHENOMENA
REQUIRES
STATISTICAL
ANALYSIS
6
1.3
INDUCTIVE
INFERENCE:
STATISTICS
AS
THE
TECHNOLOGY
OF
THE
SCIENTIFIC
METHOD
7
1.4
DESIGN
OF
STUDIES
8
1.5
HOW
TO
QUANTIFY
VARIABLES
9
1.6
THE
NULL
HYPOTHESIS
10
1.7
WHY
DO
WE
TEST
THE
NULL
HYPOTHESIS?
11
1.8
TYPES
OF
ERRORS
13
1.9
SIGNIFICANCE
LEVEL
AND
TYPES
OF
ERROR
15
1.10
CONSEQUENCES
OF
TYPE
I
AND
TYPE
II
ERRORS
16
CHAPTER
2.
A
LITTLE
BIT
OF
PROBABILITY
17
2.1
WHAT
IS
PROBABILITY?
17
2.2
COMBINING
PROBABILITIES
18
2.3
CONDITIONAL
PROBABILITY
21
2.4
BAYESIAN
PROBABILITY
22
XIV
CONTENTS
2.5
ODDS
AND
PROBABILITY
23
2.6
LIKELIHOOD
RATIO
24
2.7
SUMMARY
OF
PROBABILITY
25
CHAPTER
3.
MOSTLY
ABOUT
STATISTICS
27
3.1
CHI-SQUARE
FOR
2
X
2
TABLES
27
3.2
MCNEMAR
TEST
32
3.3
KAPPA
33
3.4
DESCRIPTION
OF
A
POPULATION:
USE
OF
THE
STANDARD
DEVIATION
34
3.5
MEANING
OF
THE
STANDARD
DEVIATION:
THE
NORMAL
DISTRIBUTION
38
3.6
THE
DIFFERENCE
BETWEEN
STANDARD
DEVIATION
AND
STANDARD
ERROR
40
3.7
STANDARD
ERROR
OF
THE
DIFFERENCE
BETWEEN
TWO
MEANS
44
3.8
Z
SCORES
AND
THE
STANDARDIZED
NORMAL
DISTRIBUTION
45
3.9
THE
T
STATISTIC
49
3.10
SAMPLE
VALUES
AND
POPULATION
VALUES
REVISITED
50
3.11
A
QUESTION
OF
CONFIDENCE
51
3.12
CONFIDENCE
LIMITS
AND
CONFIDENCE
INTERVALS
53
3.13
DEGREES
OF
FREEDOM
54
3.14
CONFIDENCE
INTERVALS
FOR
PROPORTIONS
55
3.15
CONFIDENCE
INTERVALS
AROUND
THE
DIFFERENCE
BETWEEN
TWO
MEANS
56
3.16
COMPARISONS
BETWEEN
TWO
GROUPS
58
3.17
Z-TEST
FOR
COMPARING
TWO
PROPORTIONS
58
3.18
T-TEST
FOR
THE
DIFFERENCE
BETWEEN
MEANS
OF
TWO
INDEPENDENT
GROUPS:
PRINCIPLES
60
3.19
HOW
TO
DO
A
T-TEST:
AN
EXAMPLE
62
3.20
MATCHED
PAIR
T-TEST
64
3.21
WHEN
NOT
TO
DO
A
LOT
OF
T-TESTS:
THE
PROBLEM
OF
MULTIPLE
TESTS
OF
SIGNIFICANCE
65
CONTENTS
XV
3.22
ANALYSIS
OF
VARIANCE:
COMPARISON
AMONG
SEVERAL
GROUPS
67
3.23
PRINCIPLES
67
3.24
BONFERRONI
PROCEDURE:
AN
APPROACH
TO
MAKING
MULTIPLE
COMPARISONS
70
3.25
ANALYSIS
OF
VARIANCE
WHEN
THERE
ARE
TWO
INDEPENDENT
VARIABLES:
THE
TWO-FACTOR
ANOVA
72
3.26
INTERACTION
BETWEEN
TWO
INDEPENDENT
VARIABLES
73
3.27
EXAMPLE
OF
A
TWO-WAY
ANOVA
74
3.28
KRUSKAL-WALLIS
TEST
TO
COMPARE
SEVERAL
GROUPS
75
3.29
ASSOCIATION
AND
CAUSATION:
THE
CORRELATION
COEFFICIENT
76
3.30
HOW
HIGH
IS
HIGH?
77
3.31
CAUSAL
PATHWAYS
77
3.32
REGRESSION
80
3.33
THE
CONNECTION
BETWEEN
LINEAR
REGRESSION
AND
THE
CORRELATION
COEFFICIENT
82
3.34
MULTIPLE
LINEAR
REGRESSION
82
3.35
SUMMARY
SO
FAR
84
CHAPTER
4.
MOSTLY
ABOUT
EPIDEMIOLOGY
85
4.1
THE
USES
OF
EPIDEMIOLOGY
85
4.2
SOME
EPIDEMIOLOGIC
CONCEPTS:
MORTALITY
RATES
86
4.3
AGE-ADJUSTED
RATES
88
4.4
INCIDENCE
AND
PREVALENCE
RATES
90
4.5
STANDARDIZED
MORTALITY
RATIO
92
4.6
PERSON-YEARS
OF
OBSERVATION
92
4.7
DEPENDENT
AND
INDEPENDENT
VARIABLES
94
4.8
TYPES
OF
STUDIES
94
4.9
CROSS-SECTIONAL
VERSUS
LONGITUDINAL
LOOKS
AT
DATA
95
XVI
CONTENTS
4.10
MEASURES
OF
RELATIVE
RISK:
INFERENCES
FOR
PROSPECTIVE
STUDIES
FROM
THE
FRAMINGHAM
STUDY
99
4.11
CALCULATION
OF
RELATIVE
RISK
FROM
PROSPECTIVE
STUDIES
101
4.12
ODDS
RATIO:
ESTIMATE
OF
RELATIVE
RISK
FROM
CASE-CONTROL
STUDIES
102
4.13
RESPONSE
BIAS
105
4.14
CONFOUNDING
VARIABLES
107
4.15
MATCHING
108
4.16
MULTIPLE
LOGISTIC
REGRESSION
109
4.17
SURVIVAL
ANALYSIS:
LIFE
TABLE
METHODS
112
4.18
COX
PROPORTIONAL
HAZARDS
MODEL
115
CHAPTER
5.
MOSTLY
ABOUT
SCREENING
118
5.1
SENSITIVITY,
SPECIFICITY,
AND
RELATED
CONCEPTS
118
5.2
CUTOFF
POINT
AND
ITS
EFFECTS
ON
SENSITIVITY
AND
SPECIFICITY
125
CHAPTER
6.
MOSTLY
ABOUT
CLINICAL
TRIALS
129
6.1
FEATURES
OF
RANDOMIZED
CLINICAL
TRIALS
129
6.2
PURPOSES
OF
RANDOMIZATION
131
6.3
HOW
TO
PERFORM
RANDOMIZED
ASSIGNMENT
132
6.4
TWO-TAILED
TESTS
VERSUS
ONE-TAILED
TEST
133
6.5
REGRESSION
TOWARD
THE
MEAN
134
6.6
INTENTION-TO-TREAT
ANALYSIS
136
6.7
HOW
LARGE
SHOULD
THE
CLINICAL
TRIAL
BE?
138
6.8
WHAT
IS
INVOLVED
IN
SAMPLE
SIZE
CALCULATION?
140
6.9
HOW
TO
CALCULATE
SAMPLE
SIZE
FOR
THE
DIFFERENCE
BETWEEN
TWO
PROPORTIONS
144
6.10
HOW
TO
CALCULATE
SAMPLE
SIZE
FOR
TESTING
THE
DIFFERENCE
BETWEEN
TWO
MEANS
145
CONTENTS
XVII
CHAPTER
7.
MOSTLY
ABOUT
QUALITY
OF
LIFE
147
7.1
SCALE
CONSTRUCTION
148
7.2
RELIABILITY
148
7.3
VALIDITY
150
7.4
RESPONSIVENESS
151
7.5
SOME
POTENTIAL
PITFALLS
153
POSTSCRIPT
A
FEW
PARTING
COMMENTS
ON
THE
IMPACT
OF
EPIDEMIOLOGY
ON
HUMAN
LIVES
156
APPENDIX
A
CRITICAL
VALUES
OF
CHI-SQUARE,
Z,
AND
T
158
APPENDIX
B
FISHER
'
S
EXACT
TEST
159
APPENDIX
C
KRUSKAL-WALLIS
NONPARAMETRIC
TEST
TO
COMPARE
SEVERAL
GROUPS
161
APPENDIX
D
HOW
TO
CALCULATE
A
CORRELATION
COEFFICIENT
163
APPENDIX
E
AGE-ADJUSTMENT
165
APPENDIX
F
CONFIDENCE
LIMITS
ON
ODDS
RATIOS
168
APPENDIX
G
DETERMINING
APPROPRIATENESS
OF
CHANGE
SCORES
169
XVIII
CONTENTS
REFERENCES
173
SUGGESTED
READINGS
176
INDEX
181 |
| any_adam_object | 1 |
| author | Wassertheil-Smoller, Sylvia |
| author_facet | Wassertheil-Smoller, Sylvia |
| author_role | aut |
| author_sort | Wassertheil-Smoller, Sylvia |
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| building | Verbundindex |
| bvnumber | BV010319610 |
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| dewey-full | 614.4/072 |
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| dewey-ones | 614 - Forensic medicine; incidence of disease |
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| dewey-search | 614.4/072 |
| dewey-sort | 3614.4 272 |
| dewey-tens | 610 - Medicine and health |
| discipline | Medizin |
| edition | 2. ed. |
| format | Book |
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| id | DE-604.BV010319610 |
| illustrated | Illustrated |
| indexdate | 2024-08-18T00:15:32Z |
| institution | BVB |
| isbn | 0387943889 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-006867253 |
| oclc_num | 31740160 |
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| owner_facet | DE-355 DE-BY-UBR DE-188 DE-19 DE-BY-UBM |
| physical | XVIII, 185 S. graph. Darst. |
| publishDate | 1995 |
| publishDateSearch | 1995 |
| publishDateSort | 1995 |
| publisher | Springer |
| record_format | marc |
| spelling | Wassertheil-Smoller, Sylvia Verfasser aut Biostatistics and epidemiology a primer for health professionals Sylvia Wassertheil-Smoller 2. ed. New York [u.a.] Springer 1995 XVIII, 185 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier statistics cabt epidemiology cabt biometry cabt statistical analysis cabt clinical trials cabt Biométrie Méthodes épidémiologiques Statistik Biometry Clinical trials Statistical methods Epidemiologic Methods Epidemiology Statistical methods Epidemiologie (DE-588)4015016-1 gnd rswk-swf Medizinische Statistik (DE-588)4127563-9 gnd rswk-swf Biostatistik (DE-588)4729990-3 gnd rswk-swf Biometrie (DE-588)4124925-2 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Epidemiologie (DE-588)4015016-1 s Medizinische Statistik (DE-588)4127563-9 s DE-604 Biostatistik (DE-588)4729990-3 s Statistik (DE-588)4056995-0 s Biometrie (DE-588)4124925-2 s 1\p DE-604 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006867253&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Wassertheil-Smoller, Sylvia Biostatistics and epidemiology a primer for health professionals statistics cabt epidemiology cabt biometry cabt statistical analysis cabt clinical trials cabt Biométrie Méthodes épidémiologiques Statistik Biometry Clinical trials Statistical methods Epidemiologic Methods Epidemiology Statistical methods Epidemiologie (DE-588)4015016-1 gnd Medizinische Statistik (DE-588)4127563-9 gnd Biostatistik (DE-588)4729990-3 gnd Biometrie (DE-588)4124925-2 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4015016-1 (DE-588)4127563-9 (DE-588)4729990-3 (DE-588)4124925-2 (DE-588)4056995-0 |
| title | Biostatistics and epidemiology a primer for health professionals |
| title_auth | Biostatistics and epidemiology a primer for health professionals |
| title_exact_search | Biostatistics and epidemiology a primer for health professionals |
| title_full | Biostatistics and epidemiology a primer for health professionals Sylvia Wassertheil-Smoller |
| title_fullStr | Biostatistics and epidemiology a primer for health professionals Sylvia Wassertheil-Smoller |
| title_full_unstemmed | Biostatistics and epidemiology a primer for health professionals Sylvia Wassertheil-Smoller |
| title_short | Biostatistics and epidemiology |
| title_sort | biostatistics and epidemiology a primer for health professionals |
| title_sub | a primer for health professionals |
| topic | statistics cabt epidemiology cabt biometry cabt statistical analysis cabt clinical trials cabt Biométrie Méthodes épidémiologiques Statistik Biometry Clinical trials Statistical methods Epidemiologic Methods Epidemiology Statistical methods Epidemiologie (DE-588)4015016-1 gnd Medizinische Statistik (DE-588)4127563-9 gnd Biostatistik (DE-588)4729990-3 gnd Biometrie (DE-588)4124925-2 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | statistics epidemiology biometry statistical analysis clinical trials Biométrie Méthodes épidémiologiques Statistik Biometry Clinical trials Statistical methods Epidemiologic Methods Epidemiology Statistical methods Epidemiologie Medizinische Statistik Biostatistik Biometrie |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006867253&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT wassertheilsmollersylvia biostatisticsandepidemiologyaprimerforhealthprofessionals |