Data matters: conceptual statistics for a random world
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Emeryville, CA
Key College Publ.
2004
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references (p. 599-607) and index |
| Beschreibung: | XIV, 622 S. Ill., graph. Darst. 24 cm |
| ISBN: | 1930190891 |
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Datensatz im Suchindex
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| adam_text | SUB GOTTINGEN 7 217.179 738 2004A840 DATA A/LATTERS CONCEPTUAL
STATISTICS FOR A RANDOM WORLD NICHOLAS MAXWELL LLLLLL KEY COLLEGE
PUBLISHING LH?0HB INNOVATORS IN HIAHER EDUCATION INNOVATORS IN HIGHER
EDUCATION . T, * ** *, * WWW.KEYCOLLEGE.COM CONTENTS FOREWORD BY
GEORGE COBB VII PREFACE TO THE INSTRUCTOR IX TO THE STUDENT XIII
ACKNOWLEDGMENTS XIV INTRODUCTION: WHY DATA MATTERS 1 PART I STATISTICS
IN THE NEWS 7 BASIC CONCEPTS OF STATISTICAL THINKING PRESENTED IN THE
CONTEXT OF CATEGORICAL DATA CHAPTER 1 PROPORTIONS IN SAMPLES,
PROPORTIONS IN POPULATIONS 8 1.1 THE MOST POPULAR NEWS STATISTICS 9
PERCENTAGE, PROPORTIONS, RAW COUNTS, PIE CHARTS, BAR CHARTS 1.2 HOW MANY
PEOPLE ARE THERE? 36 U.S. AND WORLD POPULATIONS, POPULATION GROWTH,
PROPORTIONAL CHANGES, THE UNEMPLOYMENT RATE, X-Y PLOTS 1.3 THINGS VARY,
AND SMALL SAMPLES VARY THE MOST 54 THE LAW OF LARGE NUMBERS III CONTENTS
CHAPTER 2 TH E PATTERN IN RANDOM SAMPLE PROPORTIONS 73 2 . 1 TAKING A
GOOD SAMPLE OF A POPULATION 74 REPRESENTATIVE AND BIASED SAMPLES, RANDOM
SAMPLING, SELF-SELECTED SAMPLES 2.2 HOW SAMPLES VARY 94 HISTOGRAMS, BELL
CURVES 2.3 HOW WIDELY SAMPLES VARY 111 THE STANDARD ERROR OF A
PROPORTION, THE NORMAL DISTRIBUTION ; CHAPTER 3 MAKING INFERENCES 132
3.1 FORECASTING THE FUTURE 133 PREDICTION INTERVALS FOR SAMPLE
PROPORTIONS 3.2 WHAT A SAMPLE REVEALS ABOUT A POPULATION 150 CONFIDENCE
INTERVALS FOR PROPORTIONS IN POPULATIONS 3.3 THE STORY OF STATISTICAL
INFERENCE 170 NULL HYPOTHESIS, P- VALUE, ALPHA, SIGNIFICANCE CHAPTER 4
TESTING LOCATIONS AND DIFFERENCES OF PROPORTIONS 194 4.1 TESTING WHERE A
PROPORTION IS 195 THE Z-TEST 4.2 HOW TO LOOK FOR DIFFERENCES IN CHANCES
213 CROSS-TABULATIONS, CORRELATION, THE NULL HYPOTHESIS OF THE
CHI-SQUARE TEST 4.3 CHECKING FOR NO CORRELATION WITH THE CHI-SQUARE TEST
234 CHI-SQUARE DISTRIBUTION, DEGREES OF FREEDOM, CORRELATION IS NOT
CAUSATION CHAPTER 5 AVERAGES AND OTHER NUMBER LINE STATISTICS IN THE
NEWS 257 5.1 INCOMES AND OTHER QUANTITIES 258 MEDIANS, NUMBER LINE
OBSERVATIONS, MEANS 5.2 WHICH TELLS THE TRUTH*THE MEAN, THE MEDIAN... OR
281 THE WEIGHTED MEAN? STANDARD DEVIATION, SPREAD, WEIGHTED MEANS 5.3
INFLATION AND THE CONSUMER PRICE INDEX 302 ADJUSTING FOR INFLATION
CONTENTS PART II STATISTICS AN SCIENCE 317 DESCRIPTIVE AND INFERENTIAL
STATISTICS FOR CONTINUOUS DATA CHAPTER 6 WHAT SAMPLE DATA DISTRIBUTION
REVEALS ABOUT THE POPULATION 318 6.1 EXPLORATORY DATA ANALYSIS 319
HISTOGRAMS, STEM-AND-LEAF PLOTS, BOX PLOTS 6.2 DESCRIBING NUMBER LINE
VARIATION 338 STANDARD DEVIATION OF SAMPLES, VARIANCE 6.3 HOW TO SEE THE
FUTURE 360 PREDICTION INTERVALS FOR NUMBER LINE OBSERVATIONS AND SAMPLE
MEANS, STANDARD ERROR OF MEANS, CONFIDENCE INTERVALS FOR POPULATION
MEANS, CENTRAL LIMIT THEOREM CHAPTER 7 TESTING TREATMENTS 378 7.1 A
CAUTIONARY TALE 380 WILLIAM GOSSET S TROUBLES WITH THE Z-TEST AND THE
T-DISTRIBUTION, THE T-TEST 7.2 HOW TO TEST WHETHER A TREATMENT WORKS 399
THE LOGIC OF EXPERIMENTS, CORRELATIONAL STUDIES 7.3 VARIANCES BETWEEN
AND WITHIN 413 ESTIMATING THE POPULATION VARIANCE FROM VARIATION WITHIN
GROUPS AND FROM VARIATION BETWEEN GROUP MEANS CHAPTER 8 ANALYSIS OF
VARIANCE 431 8.1 FISHER S ANALYSIS OF VARIANCE 432 CALCULATING FISHER S
F- VALUE 8.2 WHAT IF THE DATA ARE NOT NORMALLY DISTRIBUTED? 451 THE
EFFECT OF NONCONSTANT VARIANCES AND NON-NORMALITY ON ANOVA,
NONPARAMETRIC TESTS 8.3 AMERICAN COUNTIES 471 CORRELATION, SCATTER
PLOTS CHAPTER 9 BEST LINES 495 9.1 LINES 496 HOW TO CALCULATE THE
EQUATION OF A LINE CONTENTS 9.2 FINDING BEST-FITTING LINES 512 THE LEAST
SQUARES LINE 9.3 AN EXCELLENT LINE 522 CALCULATING THE SLOPE OF THE
REGRESSION EQUATION, STANDARD ERROR AND CONFIDENCE INTERVAL FOR THE
REGRESSION EQUATION CHAPTER 10 TESTS OF REGRESSION 544 10.1 HOW TO TEST
THE REGRESSION MODELS 545 R 2 , PEARSON S R, A T-TEST FOR THE REGRESSION
SLOPE 10.2 WHAT IF THE ASSUMPTIONS OF THE REGRESSION TEST ARE NOT VALID?
568 SPEARMAN S RHO, EFFECT OF NONCONSTANT VARIANCES ON CORRELATION
TESTS, EFFECT OF NON-NORMALITY ON CORRELATION TESTS, NONLINEAR
REGRESSION POSTSCRIPT: A STATISTICAL LIFE 592 REFERENCES 599 INDEX 609
SOME USEFUL EQUATIONS 624
|
| adam_txt |
SUB GOTTINGEN 7 217.179 738 2004A840 DATA A/LATTERS CONCEPTUAL
STATISTICS FOR A RANDOM WORLD NICHOLAS MAXWELL LLLLLL KEY COLLEGE
PUBLISHING LH?0HB INNOVATORS IN HIAHER EDUCATION INNOVATORS IN HIGHER
EDUCATION . T, * **'*, *""" " WWW.KEYCOLLEGE.COM CONTENTS FOREWORD BY
GEORGE COBB VII PREFACE TO THE INSTRUCTOR IX TO THE STUDENT XIII
ACKNOWLEDGMENTS XIV INTRODUCTION: WHY DATA MATTERS 1 PART I STATISTICS
IN THE NEWS 7 BASIC CONCEPTS OF STATISTICAL THINKING PRESENTED IN THE
CONTEXT OF CATEGORICAL DATA CHAPTER 1 PROPORTIONS IN SAMPLES,
PROPORTIONS IN POPULATIONS 8 1.1 THE MOST POPULAR NEWS STATISTICS 9
PERCENTAGE, PROPORTIONS, RAW COUNTS, PIE CHARTS, BAR CHARTS 1.2 HOW MANY
PEOPLE ARE THERE? 36 U.S. AND WORLD POPULATIONS, POPULATION GROWTH,
PROPORTIONAL CHANGES, THE UNEMPLOYMENT RATE, X-Y PLOTS 1.3 THINGS VARY,
AND SMALL SAMPLES VARY THE MOST 54 THE LAW OF LARGE NUMBERS III CONTENTS
CHAPTER 2 TH E PATTERN IN RANDOM SAMPLE PROPORTIONS 73 2 . 1 TAKING A
GOOD SAMPLE OF A POPULATION 74 REPRESENTATIVE AND BIASED SAMPLES, RANDOM
SAMPLING, SELF-SELECTED SAMPLES 2.2 HOW SAMPLES VARY 94 HISTOGRAMS, BELL
CURVES 2.3 HOW WIDELY SAMPLES VARY 111 THE STANDARD ERROR OF A
PROPORTION, THE NORMAL DISTRIBUTION ; CHAPTER 3 MAKING INFERENCES 132
3.1 FORECASTING THE FUTURE 133 PREDICTION INTERVALS FOR SAMPLE
PROPORTIONS 3.2 WHAT A SAMPLE REVEALS ABOUT A POPULATION 150 CONFIDENCE
INTERVALS FOR PROPORTIONS IN POPULATIONS 3.3 THE STORY OF STATISTICAL
INFERENCE 170 NULL HYPOTHESIS, P- VALUE, ALPHA, SIGNIFICANCE CHAPTER 4
TESTING LOCATIONS AND DIFFERENCES OF PROPORTIONS 194 4.1 TESTING WHERE A
PROPORTION IS 195 THE Z-TEST 4.2 HOW TO LOOK FOR DIFFERENCES IN CHANCES
213 CROSS-TABULATIONS, CORRELATION, THE NULL HYPOTHESIS OF THE
CHI-SQUARE TEST 4.3 CHECKING FOR NO CORRELATION WITH THE CHI-SQUARE TEST
234 CHI-SQUARE DISTRIBUTION, DEGREES OF FREEDOM, CORRELATION IS NOT
CAUSATION CHAPTER 5 AVERAGES AND OTHER NUMBER LINE STATISTICS IN THE
NEWS 257 5.1 INCOMES AND OTHER QUANTITIES 258 MEDIANS, NUMBER LINE
OBSERVATIONS, MEANS 5.2 WHICH TELLS THE TRUTH*THE MEAN, THE MEDIAN. OR
281 THE WEIGHTED MEAN? STANDARD DEVIATION, SPREAD, WEIGHTED MEANS 5.3
INFLATION AND THE CONSUMER PRICE INDEX 302 ADJUSTING FOR INFLATION
CONTENTS PART II STATISTICS AN SCIENCE 317 DESCRIPTIVE AND INFERENTIAL
STATISTICS FOR CONTINUOUS DATA CHAPTER 6 WHAT SAMPLE DATA DISTRIBUTION
REVEALS ABOUT THE POPULATION 318 6.1 EXPLORATORY DATA ANALYSIS 319
HISTOGRAMS, STEM-AND-LEAF PLOTS, BOX PLOTS 6.2 DESCRIBING NUMBER LINE
VARIATION 338 STANDARD DEVIATION OF SAMPLES, VARIANCE 6.3 HOW TO SEE THE
FUTURE 360 PREDICTION INTERVALS FOR NUMBER LINE OBSERVATIONS AND SAMPLE
MEANS, STANDARD ERROR OF MEANS, CONFIDENCE INTERVALS FOR POPULATION
MEANS, CENTRAL LIMIT THEOREM CHAPTER 7 TESTING TREATMENTS 378 7.1 A
CAUTIONARY TALE 380 WILLIAM GOSSET'S TROUBLES WITH THE Z-TEST AND THE
T-DISTRIBUTION, THE T-TEST 7.2 HOW TO TEST WHETHER A TREATMENT WORKS 399
THE LOGIC OF EXPERIMENTS, CORRELATIONAL STUDIES 7.3 VARIANCES BETWEEN
AND WITHIN 413 ESTIMATING THE POPULATION VARIANCE FROM VARIATION WITHIN
GROUPS AND FROM VARIATION BETWEEN GROUP MEANS CHAPTER 8 ANALYSIS OF
VARIANCE 431 8.1 FISHER'S ANALYSIS OF VARIANCE 432 CALCULATING FISHER'S
F- VALUE 8.2 WHAT IF THE DATA ARE NOT NORMALLY DISTRIBUTED? 451 THE
EFFECT OF NONCONSTANT VARIANCES AND NON-NORMALITY ON ANOVA,
NONPARAMETRIC TESTS 8.3 AMERICAN COUNTIES " 471 CORRELATION, SCATTER
PLOTS CHAPTER 9 BEST LINES 495 9.1 LINES 496 HOW TO CALCULATE THE
EQUATION OF A LINE CONTENTS 9.2 FINDING BEST-FITTING LINES 512 THE LEAST
SQUARES LINE 9.3 AN EXCELLENT LINE 522 CALCULATING THE SLOPE OF THE
REGRESSION EQUATION, STANDARD ERROR AND CONFIDENCE INTERVAL FOR THE
REGRESSION EQUATION CHAPTER 10 TESTS OF REGRESSION 544 10.1 HOW TO TEST
THE REGRESSION MODELS 545 R 2 , PEARSON'S R, A T-TEST FOR THE REGRESSION
SLOPE 10.2 WHAT IF THE ASSUMPTIONS OF THE REGRESSION TEST ARE NOT VALID?
568 SPEARMAN'S RHO, EFFECT OF NONCONSTANT VARIANCES ON CORRELATION
TESTS, EFFECT OF NON-NORMALITY ON CORRELATION TESTS, NONLINEAR
REGRESSION POSTSCRIPT: A STATISTICAL LIFE 592 REFERENCES 599 INDEX 609
SOME USEFUL EQUATIONS 624 |
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| spelling | Maxwell, Nicholas 1937- Verfasser (DE-588)137418272 aut Data matters conceptual statistics for a random world Nicholas Maxwell Emeryville, CA Key College Publ. 2004 XIV, 622 S. Ill., graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references (p. 599-607) and index Statistiek gtt Statistik Statistics Statistik (DE-588)4056995-0 gnd rswk-swf (DE-588)4151278-9 Einführung gnd-content Statistik (DE-588)4056995-0 s DE-604 GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015057828&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Maxwell, Nicholas 1937- Data matters conceptual statistics for a random world Statistiek gtt Statistik Statistics Statistik (DE-588)4056995-0 gnd |
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| title | Data matters conceptual statistics for a random world |
| title_auth | Data matters conceptual statistics for a random world |
| title_exact_search | Data matters conceptual statistics for a random world |
| title_exact_search_txtP | Data matters conceptual statistics for a random world |
| title_full | Data matters conceptual statistics for a random world Nicholas Maxwell |
| title_fullStr | Data matters conceptual statistics for a random world Nicholas Maxwell |
| title_full_unstemmed | Data matters conceptual statistics for a random world Nicholas Maxwell |
| title_short | Data matters |
| title_sort | data matters conceptual statistics for a random world |
| title_sub | conceptual statistics for a random world |
| topic | Statistiek gtt Statistik Statistics Statistik (DE-588)4056995-0 gnd |
| topic_facet | Statistiek Statistik Statistics Einführung |
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