Essential statistics for economics, business and management:
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Chichester
Wiley
2007
|
| Schlagwörter: | |
| Links: | http://www.loc.gov/catdir/toc/ecip074/2006036194.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015654304&sequence=000006&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Beschreibung: | Includes bibliographical references and index |
| Umfang: | X, 663 S. Ill., graph. Darst. |
| ISBN: | 9780470850794 0470850795 |
Internformat
MARC
| LEADER | 00000nam a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV022446344 | ||
| 003 | DE-604 | ||
| 005 | 20080904 | ||
| 007 | t| | ||
| 008 | 070530s2007 xxkad|| |||| 00||| eng d | ||
| 010 | |a 2006036194 | ||
| 020 | |a 9780470850794 |9 978-0-470-85079-4 | ||
| 020 | |a 0470850795 |c pbk. : alk. paper |9 0-470-85079-5 | ||
| 035 | |a (OCoLC)255190268 | ||
| 035 | |a (DE-599)BVBBV022446344 | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 044 | |a xxk |c GB | ||
| 049 | |a DE-1050 |a DE-29 |a DE-2070s | ||
| 050 | 0 | |a HB137 | |
| 082 | 0 | |a 519.5 | |
| 084 | |a QH 231 |0 (DE-625)141546: |2 rvk | ||
| 100 | 1 | |a Bradley, Teresa |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Essential statistics for economics, business and management |c Teresa Bradley |
| 264 | 1 | |a Chichester |b Wiley |c 2007 | |
| 300 | |a X, 663 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Includes bibliographical references and index | ||
| 650 | 7 | |a Bedrijfsstatistiek |2 gtt | |
| 650 | 4 | |a Wirtschaft | |
| 650 | 4 | |a Economics |x Statistical methods | |
| 650 | 4 | |a Commercial statistics | |
| 650 | 0 | 7 | |a Statistik |0 (DE-588)4056995-0 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Statistische Analyse |0 (DE-588)4116599-8 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Statistische Analyse |0 (DE-588)4116599-8 |D s |
| 689 | 0 | |5 DE-604 | |
| 689 | 1 | 0 | |a Statistik |0 (DE-588)4056995-0 |D s |
| 689 | 1 | |5 DE-604 | |
| 856 | 4 | |u http://www.loc.gov/catdir/toc/ecip074/2006036194.html |3 Table of contents only | |
| 856 | 4 | 2 | |m HBZ Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015654304&sequence=000006&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-015654304 | |
Datensatz im Suchindex
| _version_ | 1819292913055563776 |
|---|---|
| adam_text | Contents
Introduction 1
CHAPTER 1
Data Collection and its Graphical Presentation 5
1.1 Introduction to statistics 6
1.2 Data collection: Samples, surveys and experiments 8
1.3 Some sources of statistical data 16
1.4 Sorting and classifying data 18
1.5 Charts: Bar charts, pie charts and plotting in Excel 23
1.6 Graphs: Histograms and Ogives. Graphs in Excel 42
1.7 Line and Lorenz graphs 52
1.8 Misleading graphs 59
CHAPTER 2
Descriptive Statistics 63
2.1 Summary statistics for raw data: Mean, quartiles and mode 64
2.2 Summary statistics for grouped data: Mean, quartiles and mode 72
2.3 Measures of dispersion for raw data. Variance, QD, IQR 85
2.4 Measures of dispersion for grouped data. Variance, QD, IQR 92
2.5 Use of calculator for descriptive statistics 94
2.6 Other descriptive statistics. CV, skewness and box plots 96
2.7 Descriptive statistics in Excel 101
CHAPTER 3
Regression and Correlation: Introduction 113
3.1 Introduction to regression: Scatter plots and lines 114
3.2 The least squares line. Criteria and equation for the best fit line 118
3.3 Excel: XY (scatter) plots, the least squares lines and formulae 127
3.4 Coefficient of determination and correlation 133
3.5 Rank correlation. Calculate and interpret rank correlation 144
3.6 Use the calculator for linear regression and correlation 146
3.7 Why bother with formulae? 154
[ viii ] —
Contents
CHAPTER 4
Probability 159
4 1 Introduction to probability 159
4.2 Multiplication and addition rules for probability 170
4 3 Joint, marginal and conditional probability 184
4.4 Bayes Rule 192
CHAPTER 5
Introduction to Probability Distributions 205
5.1 Introduction to probability distributions and random variables 206
5.2 The Binomial probability distribution 212
5.3 The Poisson probability distribution 228
5.4 The Normal probability distribution 236
5.5 Expected values (mathematical expectation) 253
CHAPTER 6
Sampling Distributions for Means and Proportions 265
6.1 Statistical inference and the sampling distribution of the mean 265
6.2 Sampling distribution of proportions 275
6.3 Some desirable properties of estimators 282
CHAPTER 7
Confidence Intervals for Means and Proportions 287
7.1 Confidence intervals for the mean 287
7.2 Confidence intervals for proportions 297
7.3 The precision of confidence intervals for the mean 300
7.4 Confidence intervals for differences between means and proportions 304
CHAPTER 8
Tests of Hypothesis for Means and Proportions 319
8.1 Hypothesis tests for means 319
8.2 Hypothesis tests for proportions 334
8.3 Hypothesis tests for the difference between means and proportions 337
8.4 Minitab and Excel for confidence intervals and tests of hypothesis 349
CHAPTER 9
Inference from Small Samples. Confidence Intervals and
Tests of Hypothesis 359
9.1 Inference from small samples: Normal populations, a known 360
9.2 The Student s t distribution 362
9.3 Inference from small samples: Normal populations, a NOT known 365
9.4 Difference between means. Small independent samples 370
9.5 F test for equality of two variances 378
9.6 Difference between means, paired samples 382
[ix] _
Contents
CHAPTER 10
Analysis of Variance 393
10.1 The rationale behind one way analysis of variance 393
10.2 One way analysis of variance 397
10.3 Two way ANOVA 419
10.4 ANOVA and design of experiment 430
10.5 Excel and Minitab for ANOVA 435
CHAPTER 11
Chi squared Tests 453
11.1 Introduction 454
11.2 The x2 probability distribution 454
11.3 Contingency tables 455
11.4 X1 tests for independence (no association) 456
11.5 x test for homogeneous populations 464
11.6 x2 tests for the equality of several proportions 466
11.7 Goodness of fit tests 478
11.8 x2 tests in Minitab and Excel 490
CHAPTER 12
Regression Analysis 499
12.1 The simple linear regression model 499
12.2 Inference about the population slope (rate of change) 504
12.3 Confidence intervals and prediction intervals at x — xo 513
12.4 Checks on the model assumptions based on residuals plots 518
12.5 Regression analysis in Minitab and Excel 521
12.6 Multiple regression 534
APPENDIX A: Technicalities and Conventions for Defining Class Intervals,
Mid Interval, Widths, Limits, Boundaries 545
APPENDIX B: Formulae for Calculating the Quartiles for Grouped Data 547
APPENDIX C: Outline of Derivation of Formulae (3.2) and (3.3) for the Slope
and Intercept of the Least Squares Line, Y = a + bX 549
APPENDIX D: Brief Review of the Mathematics for the Binomial 551
APPENDIX E: The Number e 555
APPENDIX F: Calculation of Mean and Variance of Proportions by Expected Values 557
APPENDIX G: Confidence Intervals for Means and Proportions 559
APPENDIX H: Degrees of Freedom 561
APPENDIX I: Notes on Summations and Double Summations 563
_ [x] _
Contents
APPENDIX J: Expressing the Estimates of Variance as Sums of Squares Divided
by Degrees of Freedom in Their Simplest Form 567
APPENDIX K: Sums of Squares for the One Way ANOVA 5 71
APPENDIX L: Fitted Values and Residuals 573
APPENDIX M: Sums of Squares Identity for Two Way ANOVA 575
Chapter Solutions 577
Tables 637
Table 1 Cumulative Binomial Probability tables 637
Table 2 Cumulative Poisson Probabilities £ P (x r) = £ ^ 639
x=0 x=0
Table 3 Normal probability Distribution 641
Table 4 Percentage point for the Normal probability distribution 642
Table 5 Percentage points of the Student s t distribution 643
Table 6 0.5% points of the F distribution 644
Table 7 Percentage points for the Chi squared distribution 648
Table 8 Table of random numbers 649
Glossary 651
Index 653
|
| any_adam_object | 1 |
| author | Bradley, Teresa |
| author_facet | Bradley, Teresa |
| author_role | aut |
| author_sort | Bradley, Teresa |
| author_variant | t b tb |
| building | Verbundindex |
| bvnumber | BV022446344 |
| callnumber-first | H - Social Science |
| callnumber-label | HB137 |
| callnumber-raw | HB137 |
| callnumber-search | HB137 |
| callnumber-sort | HB 3137 |
| callnumber-subject | HB - Economic Theory and Demography |
| classification_rvk | QH 231 |
| ctrlnum | (OCoLC)255190268 (DE-599)BVBBV022446344 |
| 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 | Mathematik Wirtschaftswissenschaften |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01791nam a2200481zc 4500</leader><controlfield tag="001">BV022446344</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20080904 </controlfield><controlfield tag="007">t|</controlfield><controlfield tag="008">070530s2007 xxkad|| |||| 00||| eng d</controlfield><datafield tag="010" ind1=" " ind2=" "><subfield code="a">2006036194</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780470850794</subfield><subfield code="9">978-0-470-85079-4</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0470850795</subfield><subfield code="c">pbk. : alk. paper</subfield><subfield code="9">0-470-85079-5</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)255190268</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV022446344</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">aacr</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">xxk</subfield><subfield code="c">GB</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-1050</subfield><subfield code="a">DE-29</subfield><subfield code="a">DE-2070s</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">HB137</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">519.5</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">QH 231</subfield><subfield code="0">(DE-625)141546:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Bradley, Teresa</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Essential statistics for economics, business and management</subfield><subfield code="c">Teresa Bradley</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Chichester</subfield><subfield code="b">Wiley</subfield><subfield code="c">2007</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">X, 663 S.</subfield><subfield code="b">Ill., graph. Darst.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references and index</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Bedrijfsstatistiek</subfield><subfield code="2">gtt</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Wirtschaft</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Economics</subfield><subfield code="x">Statistical methods</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Commercial statistics</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Statistik</subfield><subfield code="0">(DE-588)4056995-0</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Statistische Analyse</subfield><subfield code="0">(DE-588)4116599-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Statistische Analyse</subfield><subfield code="0">(DE-588)4116599-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="1" ind2="0"><subfield code="a">Statistik</subfield><subfield code="0">(DE-588)4056995-0</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="856" ind1="4" ind2=" "><subfield code="u">http://www.loc.gov/catdir/toc/ecip074/2006036194.html</subfield><subfield code="3">Table of contents only</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">HBZ Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015654304&sequence=000006&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-015654304</subfield></datafield></record></collection> |
| id | DE-604.BV022446344 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T12:55:34Z |
| institution | BVB |
| isbn | 9780470850794 0470850795 |
| language | English |
| lccn | 2006036194 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-015654304 |
| oclc_num | 255190268 |
| open_access_boolean | |
| owner | DE-1050 DE-29 DE-2070s |
| owner_facet | DE-1050 DE-29 DE-2070s |
| physical | X, 663 S. Ill., graph. Darst. |
| publishDate | 2007 |
| publishDateSearch | 2007 |
| publishDateSort | 2007 |
| publisher | Wiley |
| record_format | marc |
| spellingShingle | Bradley, Teresa Essential statistics for economics, business and management Bedrijfsstatistiek gtt Wirtschaft Economics Statistical methods Commercial statistics Statistik (DE-588)4056995-0 gnd Statistische Analyse (DE-588)4116599-8 gnd |
| subject_GND | (DE-588)4056995-0 (DE-588)4116599-8 |
| title | Essential statistics for economics, business and management |
| title_auth | Essential statistics for economics, business and management |
| title_exact_search | Essential statistics for economics, business and management |
| title_full | Essential statistics for economics, business and management Teresa Bradley |
| title_fullStr | Essential statistics for economics, business and management Teresa Bradley |
| title_full_unstemmed | Essential statistics for economics, business and management Teresa Bradley |
| title_short | Essential statistics for economics, business and management |
| title_sort | essential statistics for economics business and management |
| topic | Bedrijfsstatistiek gtt Wirtschaft Economics Statistical methods Commercial statistics Statistik (DE-588)4056995-0 gnd Statistische Analyse (DE-588)4116599-8 gnd |
| topic_facet | Bedrijfsstatistiek Wirtschaft Economics Statistical methods Commercial statistics Statistik Statistische Analyse |
| url | http://www.loc.gov/catdir/toc/ecip074/2006036194.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015654304&sequence=000006&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT bradleyteresa essentialstatisticsforeconomicsbusinessandmanagement |