Statistics:
The authors of this highly accessible book provide business professionals with a clear and methodical approach to essential statistical procedures. --from publisher description
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Hoboken, NJ
Wiley
2010
|
| Edition: | 9. ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Summary: | The authors of this highly accessible book provide business professionals with a clear and methodical approach to essential statistical procedures. --from publisher description |
| Physical Description: | XVII, 556 S. Ill., graph. Darst. |
| ISBN: | 9780470392225 |
Staff View
MARC
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| 264 | 1 | |a Hoboken, NJ |b Wiley |c 2010 | |
| 300 | |a XVII, 556 S. |b Ill., graph. Darst. | ||
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Record in the Search Index
| _version_ | 1804140817158242304 |
|---|---|
| adam_text | Contents
PREFACE
v
ACKNOWLEDGMENTS
vii
1
INTRODUCTION
3
1.1
WHY STUDY STATISTICS?
4
1.2
WHAT IS STATISTICS?
4
1.3
MORE ABOUT INFERENTIAL STATISTICS
1.4
THREE TYPES OF DATA
9
1.5
LEVELS OF MEASUREMENT
10
1.6
TYPES OF VARIABLES
14
1.7
HOW TO USE THIS BOOK
19
Summary
20
Important Terms
21
Review Questions
21
part
1
Descriptive Statistics: Organizing
and Summarizing Data
25
2
DESCRIBING DATA WITH TABLES AND GRAPHS
27
TABLES (FREQUENCY DISTRIBUTIONS)
28
2.1
FREQUENCY DISTRIBUTIONS FOR QUANTITATIVE DATA
28
2.2
GUIDELINES
29
2.3
OUTLIERS
34
2.4
RELATIVE FREQUENCY DISTRIBUTIONS
35
2.5
CUMULATIVE FREQUENCY DISTRIBUTIONS
36
2.6
FREQUENCY DISTRIBUTIONS FOR QUALITATIVE (NOMINAL)
DATA
38
2.7
INTERPRETING DISTRIBUTIONS CONSTRUCTED BY OTHERS
39
GRAPHS
40
2.8
GRAPHS FOR QUANTITATIVE DATA
40
2.9
TYPICAL SHAPES
45
2.10
A GRAPH FOR QUALITATIVE (NOMINAL) DATA
47
lx
ÛOMTEHTS
2.11
MISLEADING GRAPHS
48
2.12
DOING IT YOURSELF
50
Summary
50
Important
Tenns
52
Review Questions
53
DESCRIBING DATA WITH AVERAGES
57
3.1
MODE
58
3.2
MEDIAN
59
3.3
MEAN
61
3.4
WHICH AVERAGE?
63
3.5
AVERAGES FOR QUALITATIVE AND RANKED DATA
66
Summary
68
Important Terms
68
Key Equation
69
Review Questions
69
DESCRIBING VARIABILITY
73
4.1
INTUITIVE APPROACH
74
4.2
RANGE
76
4.3
VARIANCE
76
4.4
STANDARD DEVIATION
77
4.5
DETAILS: STANDARD DEVIATION
82
4.6
DEGREES OF FREEDOM (df)
90
4.7
INTERQUARTILE RANGE (IQR)
92
4.8
MEASURES OF VARIABILITY FOR QUALITATIVE
AND RANKED DATA
93
Summary
93
Important Terms
94
Key Equations
95
Review Questions
95
NORMAL DISTRIBUTIONS AND STANDARD (z)
SCORES
99
5.1
THE NORMAL CURVE
101
5.2
z
SCORES
103
5.3
STANDARD NORMAL CURVE
104
5.4
SOLVING NORMAL CURVE PROBLEMS
107
5.5
FINDING PROPORTIONS
108
5.6
FINDING SCORES
114
5.7
MORE ABOUT
z
SCORES
119
CONTENTS Xi
Summary
122
Important Terms
123
Key Equations
123
Review Questions
123
6
DESCRIBING RELATIONSHIPS: CORRELATION
127
6.1
AN INTUITIVE APPROACH
128
6.2
SCATTERPLOTS
130
6.3
A CORRELATION COEFFICIENT FOR QUANTITATIVE
DATA:
r
133
6.4
DETAILS: zSCORE FORMULA FOR
r
138
6.5
DETAILS: COMPUTATION FORMULA FOR
r
141
6.6
OUTLIERS AGAIN
143
6.7
OTHER TYPES OF CORRELATION
COEFFICIENTS
144
6.8
COMPUTER OUTPUT
144
Summary
148
Important Terms
149
Key Equations
149
Review Questions
149
7
REGRESSION
153
7.1
TWO ROUGH PREDICTIONS
154
7.2
A REGRESSION LINE
155
7.3
LEAST SQUARES REGRESSION LINE
157
7.4
STANDARD ERROR OF ESTIMATE,
sy¡x
161
7.5
ASSUMPTIONS
164
7.6
MULTIPLE REGRESSION EQUATIONS
164
7.7
REGRESSION TOWARD THE MEAN
165
Summary
167
Important Terms
168
Key Equations
168
Review Questions
168
part
2
Inferential Statistics: Generalizing
Beyond Data
171
8
POPULATIONS, SAMPLES, AND PROBABILITY
173
xii
DOHTEHTS
POPULATIONS AND SAMPLES
174
8.1
POPULATIONS
174
8.2
SAMPLES
175
8.3
RANDOM SAMPLING
176
8.4
TABLES OF RANDOM NUMBERS
177
8.5
RANDOM ASSIGNMENT OF SUBJECTS
179
8.6
SURVEYS OR EXPERIMENTS?
180
PROBABILITY
181
8.7
DEFINITION
181
8.8
ADDITION RULE
182
8.9
MULTIPLICATION RULE
183
8.10
PROBABILITY AND STATISTICS
186
Summary
188
Important Terms
188
Key Equations
189
Review Questions
189
9
SAMPLING DISTRIBUTION OF THE MEAN
193
9.1
WHAT IS A SAMPLING DISTRIBUTION?
194
9.2
CREATING A SAMPLING DISTRIBUTION
FROM SCRATCH
195
9.3
SOME IMPORTANT SYMBOLS
197
9.4
MEAN OF ALL SAMPLE MEANS
(μ;)
199
9.5
STANDARD ERROR OF THE MEAN
(σ-)
200
9.6
SHAPE OF THE SAMPLING DISTRIBUTION
202
9.7
OTHER SAMPLING DISTRIBUTIONS
204
Summary
205
Important Terms
205
Key Equations
205
Review Questions
206
10
INTRODUCTION TO HYPOTHESIS TESTING: THE zTEST
209
10.1
TESTING A HYPOTHESIS ABOUT SAT SCORES
210
10.2
ζ
TEST FOR A POPULATION MEAN
212
10.3
STEP-BY-STEP PROCEDURE
214
10.4
STATEMENT OF THE RESEARCH PROBLEM
214
10.5
NULL HYPOTHESIS (Wq)
215
10.6
ALTERNATIVE HYPOTHESIS
(«,) 216
10.7
DECISION RULE
217
10.8
CALCULATIONS
218
CONTENTS
xiii
10.9
DECISION
218
10.10
INTERPRETATION
219
Summary
220
Important Terms
221
Key Equations
221
Review Questions
221
11
MORE ABOUT HYPOTHESIS TESTING
225
11.1
WHY HYPOTHESIS TESTS?
226
11.2
STRONG OR WEAK DECISIONS
228
11.3
ONE-TAILED AND TWO-TAILED TESTS
229
11.4
CHOOSING A LEVEL OF SIGNIFICANCE (a)
233
11.5
TESTING A HYPOTHESIS ABOUT VITAMIN
С
235
11.6
FOUR POSSIBLE OUTCOMES
235
11.7
IF Wo REALLY IS TRUE
238
11.8
IF Ho REALLY IS FALSE BECAUSE OF A LARGE EFFECT
239
11.9
IF Wo REALLY IS FALSE BECAUSE OF A SMALL EFFECT
242
11.10
INFLUENCE OF SAMPLE SIZE
243
11.11
POWER AND SAMPLE SIZE
246
Summary
249
Important Terms
251
Review Questions
251
12
ESTIMATION (CONFIDENCE INTERVALS)
255
12.1
POINT ESTIMATE FOR
μ
256
12.2
CONFIDENCE INTERVAL
(CI)
FOR
μ
256
12.3
INTERPRETATION OF A CONFIDENCE INTERVAL
260
12.4
LEVEL OF CONFIDENCE
261
12.5
EFFECT OF SAMPLE SIZE
262
12.6
HYPOTHESIS TESTS OR CONFIDENCE INTERVALS?
263
12.7
CONFIDENCE INTERVAL FOR POPULATION
PERCENT
263
Summary
265
Important Terms
266
Key Equation
266
Review Questions
266
13
f
TEST FOR ONE SAMPLE
269
13.1
GAS MILEAGE INVESTIGATION
270
13.2
SAMPLING DISTRIBUTION OF
ŕ
270
13.3
Ѓ
TEST
274
xiv
СОНТЕИТЅ
13.4
COMMON THEME OF
HYPOTHESIS
TESTS
275
13.5
REMINDER ABOUT DEGREES OF FREEDOM
275
13.6
DETAILS: ESTIMATING THE STANDARD ERROR
(S*)
275
13.7
DETAILS: CALCULATIONS FOR THE
ŕ
TEST
276
13.8
CONFIDENCE INTERVALS FOR
μ
BASED ON
Ѓ
278
13.9
ASSUMPTIONS
279
Summary
280
Important Terms
280
Key Equations
280
Review Questions
280
14
ŕ
TEST FOR TWO INDEPENDENT SAMPLES
285
14.1
ЕРО
EXPERIMENT
286
14.2
STATISTICAL HYPOTHESES 2_87
_
14.3
SAMPLING DISTRIBUTION OF X, -X2
289
14.4
ŕ
TEST
291
14.5
DETAILS: CALCULATIONS FOR THE
f
TEST
292
14.6
p-VALUES
296
14.7
STATISTICALLY SIGNIFICANT RESULTS
299
14.8
ESTIMATING EFFECT SIZE: POINT ESTIMATES AND CONFIDENCE
INTERVALS
300
14.9
ESTIMATING EFFECT SIZE: COHEN S
ci
303
14.10
REPORTS IN THE LITERATURE
306
14.11
ASSUMPTIONS
308
14.12
COMPUTER OUTPUT
308
Summary
309
Important Terms
310
Key Equations
310
Review Questions
311
15
t
TEST FOR TWO RELATED SAMPLES
(REPEATED MEASURES)
315
15.1
ЕРО
EXPERIMENT WITH REPEATED MEASURES
316
15.2
STATISTICAL HYPOTHESES
319
15.3
SAMPLING DISTRIBUTION OF
Ό
320
15.4
ŕ
TEST
320
15.5
DETAILS: CALCULATIONS FOR THE
ŕ
TEST
321
15.6
ESTIMATING EFFECT SIZE
324
15.7
ASSUMPTIONS
326
15.8
OVERVIEW: THREE
f
TESTS FOR POPULATION MEANS
326
15.9
ЃТЕЅТ
FOR THE POPULATION CORRELATION COEFFICIENT,
p
329
ÛOHTEHTS
xv
Summary
331
Important
Terms
332
Key Equations
332
Review Questions
333
16
ANALYSIS OF VARIANCE (ONE FACTOR)
337
16.1
TESTING A HYPOTHESIS ABOUT SLEEP DEPRIVATION
AND AGGRESSION
338
16.2
TWO SOURCES OF VARIABILITY
340
16.3
F
TEST
342
16.4
DETAILS: VARIANCE ESTIMATES
344
16.5
DETAILS: MEAN SQUARES (MS) AND
THE FRATIO
350
16.6
TABLE FOR THE FDISTRIBUTION
352
16.7
ANOVA SUMMARY TABLES
353
16.8
FTEST IS NONDIRECTIONAL
355
16.9
ESTIMATING EFFECT SIZE
355
16.10
MULTIPLE COMPARISONS
358
16.11
OVERVIEW: FLOW CHART FOR ANOVA
362
16.12
REPORTS IN THE LITERATURE
362
16.13
ASSUMPTIONS
364
16.14
COMPUTER OUTPUT
364
Summary
364
Important Terms
366
Key Equations
366
Review Questions
366
17
ANALYSIS OF VARIANCE (REPEATED MEASURES)
371
17.1
SLEEP DEPRIVATION EXPERIMENT WITH
REPEATED MEASURES
372
17.2
FTEST
373
17.3
TWO COMPLICATIONS
375
17.4
DETAILS: VARIANCE ESTIMATES
375
17.5
DETAILS: MEAN SQUARE (MS) AND
THE FRATIO
379
17.6
TABLE FOR THE
F
DISTRIBUTION
381
17.7
ANOVA SUMMARY TABLES
381
17.8
ESTIMATING EFFECT SIZE
383
17.9
MULTIPLE COMPARISONS
384
17.10
REPORTS IN THE LITERATURE
386
17.11
ASSUMPTIONS
387
xvi
COMTEHTS
Summary
387
Important Terms
388
Key Equations
388
Review Questions
388
18
ANALYSIS OF VARIANCE (TWO FACTORS)
393
18.1
A TWO-FACTOR EXPERIMENT: RESPONSIBILITY IN CROWDS
394
18.2
THREE
F
TESTS
397
18.3
INTERACTION
398
18.4
DETAILS: VARIANCE ESTIMATES
402
18.5
DETAILS: MEAN SQUARES (MS) AND
F
RATIOS
406
18.6
TABLE FOR THE
F
DISTRIBUTION
408
18.7
ESTIMATING EFFECT SIZE
408
18.8
MULTIPLE COMPARISONS
409
18.9
SIMPLE EFFECTS
410
18.10
OVERVIEW: FLOW CHART FOR TWO-FACTOR ANOVA
414
18.11
REPORTS IN THE LITERATURE
415
18.12
ASSUMPTIONS
416
18.13
OTHER TYPES OF ANOVA
416
Summary
417
Important Terms
417
Key Equations
417
Review Questions
418
19
CHI-SQUARE (X2) TEST FOR
QUALITATIVE (NOMINAL) DATA
423
ONE-VARIABLE*2TEST
424
19.1
SURVEY OF BLOOD TYPES
424
19.2
STATISTICAL HYPOTHESES
424
19.3
DETAILS: CALCULATING
Ѓ
425
19.4
TABLE FOR THE
Ѓ
DISTRIBUTION
428
19.5
^TEST
428
TWO-VARIABLE
ť
TEST
431
19.6
LOST LETTER STUDY
431
19.7
STATISTICAL HYPOTHESES
432
19.8
DETAILS: CALCULATING X2
433
19.9
TABLE FOR THE
Ѓ
DISTRIBUTION
434
19.10
Ж2ТЕЅТ
436
19.11
ESTIMATING EFFECT SIZE
437
CONTENTS xvii
19.12
ODDS
RATIOS
438
19.13
REPORTS
IN THE LITERATURE
440
19.14
SOME PRECAUTIONS
441
19.15
COMPUTER OUTPUT
442
Summary
443
Important Terms
443
Key Equations
443
Review Questions
444
20
TESTS FOR RANKED (ORDINAL) DATA
449
20.1
USE ONLY WHEN APPROPRIATE
450
20.2
A NOTE ON TERMINOLOGY
450
20.3
MANN-WHITNEY ¿/TEST (TWO INDEPENDENT SAMPLES)
451
20.4
WILCOXON 7TEST (TWO RELATED SAMPLES)
456
20.5
KRUSKAL-WALLIS //TEST (THREE OR
MORE INDEPENDENT SAMPLES)
460
20.6
GENERAL COMMENT: TIES
464
Summary
464
Important Terms
465
Review Questions
465
21
POSTSCRIPT: WHICH TEST?
469
21.1
DESCRIPTIVE OR INFERENTIAL STATISTICS?
470
21.2
HYPOTHESIS TESTS OR CONFIDENCE INTERVALS?
470
21.3
QUANTITATIVE OR QUALITATIVE DATA?
472
21.4
DISTINGUISHING BETWEEN THE TWO TYPES OF DATA
472
21.5
ONE, TWO, OR MORE GROUPS?
473
21.6
CONCLUDING COMMENTS
474
Review Questions
474
APPENDICES
479
A MATH REVIEW
479
В
ANSWERS TO SELECTED QUESTIONS
487
С
TABLES
529
D
GLOSSARY
543
Photo Credits
550
Index
551
|
| any_adam_object | 1 |
| author | Witte, Robert S. |
| author_facet | Witte, Robert S. |
| author_role | aut |
| author_sort | Witte, Robert S. |
| author_variant | r s w rs rsw |
| building | Verbundindex |
| bvnumber | BV035846356 |
| callnumber-first | Q - Science |
| callnumber-label | QA276 |
| callnumber-raw | QA276.12 |
| callnumber-search | QA276.12 |
| callnumber-sort | QA 3276.12 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | CM 4000 |
| ctrlnum | (OCoLC)316772154 (DE-599)BVBBV035846356 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Psychologie Mathematik |
| edition | 9. ed. |
| format | Book |
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| genre | (DE-588)4151278-9 Einführung gnd-content |
| genre_facet | Einführung |
| id | DE-604.BV035846356 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T22:06:00Z |
| institution | BVB |
| isbn | 9780470392225 |
| language | English |
| lccn | 2009009729 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-018704536 |
| oclc_num | 316772154 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-861 |
| owner_facet | DE-355 DE-BY-UBR DE-861 |
| physical | XVII, 556 S. Ill., graph. Darst. |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | Wiley |
| record_format | marc |
| spelling | Witte, Robert S. Verfasser aut Statistics Robert S. Witte ; John S. Witte 9. ed. Hoboken, NJ Wiley 2010 XVII, 556 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier The authors of this highly accessible book provide business professionals with a clear and methodical approach to essential statistical procedures. --from publisher description Statistik Statistics Statistik rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf (DE-588)4151278-9 Einführung gnd-content Statistik (DE-588)4056995-0 s DE-604 Statistik s 1\p DE-604 Witte, John S. Sonstige oth Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018704536&sequence=000002&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 | Witte, Robert S. Statistics Statistik Statistics Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4056995-0 (DE-588)4151278-9 |
| title | Statistics |
| title_auth | Statistics |
| title_exact_search | Statistics |
| title_full | Statistics Robert S. Witte ; John S. Witte |
| title_fullStr | Statistics Robert S. Witte ; John S. Witte |
| title_full_unstemmed | Statistics Robert S. Witte ; John S. Witte |
| title_short | Statistics |
| title_sort | statistics |
| topic | Statistik Statistics Statistik (DE-588)4056995-0 gnd |
| topic_facet | Statistik Statistics Einführung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018704536&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT witteroberts statistics AT wittejohns statistics |