Statistics for economics, business administration, and the social sciences with 122 figures

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Hauptverfasser: Andersen, Erling B. (VerfasserIn), Jensen, Niels-Erik (VerfasserIn), Kousgaard, Nils (VerfasserIn)
Format: Buch
Sprache:English
Veröffentlicht: Berlin ; Heidelberg ; New York ; London ; Paris ; Tokyo Springer 1987
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adam_text CONTENTS 1. INTRODUCTION 1 1.1. STATISTICAL METHODS 1 1.2. EXAMPLES 2 2. DESCRIPTIVE STATISTICS 7 2.1. DATA AND VARIABLES 7 2.2. DESCRIPTION OF THE OBSERVED DISTRIBUTION OF A CATEGORICAL VARIABLE 8 2.3. DESCRIPTION OF THE OBSERVED DISTRIBUTION OF A QUANTITAT IVE VARIABLE 11 2.4. DESCRIPTION OF A GROUPED DISTRIBUTION OF A QUANTITATIVE VARIABLE 16 2.5. LINEAR RELATIONSHIP BETWEEN TWO QUANTITATIVE VARIABLES.. 20 2.6. MULTIPLICATIVE AND ADDITIVE STRUCTURES IN TWO-WAY TABLES 22 3. PROBABILITY THEORY 26 3.1. OBSERVATIONS AND EVENTS 26 3.2. COMBINATIONS OF EVENTS 28 3.3. RELATIVE FREQUENCIES AND PROBABILITIES 31 3.4. THE AXIOMS OF PROBABILITY THEORY 34 3.5. CONDITIONAL PROBABILITIES 38 3.6. STOCHASTIC INDEPENDENCE 42 4. PROBABILITY DISTRIBUTIONS ON THE REAL LINE AND RANDOM VARI ABLES 47 4.1. PROBABILITY DISTRIBUTIONS ON THE REAL LINE 47 4.2. RANDOM VARIABLES 49 4.3. DISCRETE RANDOM VARIABLES 52 4.4. CONTINUOUS RANDOM VARIABLES.- 56 4.5. TRANSFORMATIONS 62 4.6. EMPIRICAL FREQUENCIES AND DENSITY FUNCTIONS 64 5. MEAN VALUES AND VARIANCES 66 HTTP://D-NB.INFO/870875744 VIXI 5.1. THE MEAN VALUE 66 5.2. THE VARIANCE 71 5.3. THEOREMS ABOUT MEAN VALUES AND VARIANCES 74 5.4. OTHER MOMENTS AND DISTRIBUTIONAL MEASURES 76 5.5. APPLICATIONS OF LOCATION AND DISPERSION MEASURES 80 6. SPECIAL DISCRETE DISTRIBUTIONS 89 6.1. THE BINOMIAL DISTRIBUTION 89 6.2. THE POISSON DISTRIBUTION 95 6.3. THE PASCAL DISTRIBUTION 102 6.4. THE MULTINOMIAL DISTRIBUTION 107 6.5. THE HY PE R GEOME T R IC DISTRIBUTION 108 7. SPECIAL CONTINUOUS DISTRIBUTIONS 112 7.1. THE NORMAL DISTRIBUTION 112 7.2. THE LOG-NORMAL DISTRIBUTION 122 7.3. THE EXPONENTIAL DISTRIBUTION 125 7.4. THE PARETO DISTRIBUTION 129 7.5. THE GAMMA DISTRIBUTION 132 7.6. A COMPARISON OF SIX DISTRIBUTIONS 135 8. MULTIVARIATE DISTRIBUTIONS. 137 8.1. MU 11I-DIMENSLONAL RANDOM VARIABLES 137 8.2. DISCRETE M-DIMENSIONAL RANDOM VARIABLES 137 8.3. CONTINUOUS M-DIMENSIONAL RANDOM VARIABLES 140 8.4. MARGINAL DISTRIBUTIONS 143 8.5. CONDITIONAL DISTRIBUTIONS 145 8.6. INDEPENDENT RANDOM VARIABLES 147 8.7. MEAN VALUES AND VARIANCES FOR SUMS OF RANDOM VARIABLES.. 148 8.8. THE COVARIANCE AND THE CORRELATION COEFFICIENT 151 8.9. THE MULTINOMIAL DISTRIBUTION 159 8.10. THE DISTRIBUTION OF SUMS OF RANDOM VARIABLES 161 8.11. THE MULTIVARIATE NORMAL DISTRIBUTION 165 9. THE DISTRIBUTION OF SAMPLE FUNCTIONS AND LIMIT THEOREMS 169 9.1. INTRODUCTION 169 _ 7 9.2. THE DISTRIBUTION OF X AND S FOR NORMALLY DISTRIBUTED RANDOM VARIABLES 169 9.3. THE T-DISTRIBUTION AND THE F-DISTRIBUTION 174 9.4. THE LAW OF LARGE NUMBERS 176 9.5. LIMIT THEOREMS 179 IX 10. ESTIMATION 184 10.1. THE STATISTICAL MODEL 184 10.2. ESTIMATION 185 10.3. MAXIMUM LIKELIHOOD ESTIMATION 187 10.A. UNBIASED ESTIMATORS 192 10.5. CONSISTENCY 197 10.6. THE PROPERTIES OF ML-ES11MATORS 199 11. CONFIDENCE INTERVALS 202 11.1. POINT ESTIMATES AND CONFIDENCE INTERVALS 202 11.2. CONFIDENCE INTERVALS 202 11.3. CONFIDENCE INTERVALS FOR THE MEAN VALUE AND THE VARIANCE IN THE NORMAL DISTRIBUTION 204 11.4. CONFIDENCE INTERVALS FOR THE PARAMETERS IN THE BINOMIAL DISTRIBUTION AND THE HYPERGEOMETRIC DISTRIBUTION 209 11.5. APPROXIMATE CONFIDENCE INTERVALS 211 11.6. CONCLUDING REMARKS 213 12. TESTING STATISTICAL HYPOTHESES 214 12.1. THE STATISTICAL HYPOTHESIS 214 12.2. SIGNIFICANCE TESTS 215 12.3. CONSTRUCTION OF TESTS 217 12.4. TESTS IN DISCRETE DISTRIBUTIONS 220 12.5. CONDITIONAL TESTS 222 12.6. APPROXIMATE TESTS 228 12.7. THE POWER OF A TEST 231 12.8. HYPOTHESIS TESTING AND INTERVAL ESTIMATION 233 13. MODELS AND TESTS RELATED TO THE NORMAL DISTRIBUTION 235 13.1. THE U-TEST 235 13.2. THE T-TEST 240 13.3. THE Q-TEST 241 13.4. THE COMPARISON OF TWO INDEPENDENT NORMALLY DISTRIBUTED SAMPLES 246 13.5. A MODEL FOR PAIRWISE OBSERVATIONS 253 13.6. THE MODEL FOR PAIRWISE OBSERVATIONS AND THE MODEL FOR TWO INDEPENDENT SAMPLES 256 13.7. THE ANALYSIS OF VARIANCE 258 13.8. DISTRIBUTION FREE TESTS 267 14. SIMPLE LINEAR REGRESSION 275 X 14.1. REGRESSION ANALYSIS 275 14.2. SIMPLE LINEAR REGRESSION 276 14.3. ESTIMATION OF THE PARAMETERS 278 14.4. PROPERTIES OF THE LS-ESTIMATOR 281 14.5. ANALYSIS OF VARIANCE 286 14.6. INTERPRETATION OF THE ESTIMATED REGRESSION PARAMETERS AND R^ 289 14.7. EXAMINATION OF THE RESIDUALS 292 14.8. PREDICTIONS 295 14.9. EXPERIMENTAL AND NON-EXPERIMENTAL DATA 302 14.10. TRANSFORMATIONS 303 14.11. COMPARISON OF TWO REGRESSION LINES 310 15. MULTIPLE LINEAR REGRESSION 316 15.1. THE MULTIPLE LINEAR REGRESSION MODEL 316 15.2. ESTIMATION OF THE PARAMETERS 319 15.3. PROPERTIES OF THE LS-ESTIMATOR 321 15.4. RESIDUAL ANALYSIS 323 15.5. HYPOTHESIS TESTING 325 15.6. CASE ANALYSIS 334 15.7. COLLINEARITY 338 15.8. PREDICTIONS 343 16. HETEROSCEDASTICITY AND AUTOCORRELATION 347 16.1. HETEROSCEDASTICITY 347 16.2. AUTOCORRELATION 354 17. SURVEY SAMPLING 362 17.1. INTRODUCTION 362 17.2. SIMPLE RANDOM SAMPLING 363 17.3. SIMPLE RANDOM SAMPLING IN THE BINARY CASE 365 17.4. SIMPLE RANDOM SAMPLING IN THE GENERAL CASE 368 17.5. STRATIFIED SAMPLING 373 18. APPLICATIONS OF THE MULTINOMIAL DISTRIBUTION 386 18.1. HYPOTHESIS TESTING IN THE MULTINOMIAL DISTRIBUTION 386 18.2. GOODNESS-OF-FIT TESTS OF DISCRETE DISTRIBUTIONS 392 18.3. GOODNESS-OF-FIT TESTS OF CONTINUOUS DISTRIBUTIONS 396 18.4. COMPARISON OF K POISSON DISTRIBUTIONS 399 19. ANALYSIS OF CONTINGENCY TABLES 403 19.1. THE TEST OF INDEPENDENCE 403 XI 19.2. THE TEST OF HOMOGENEITY 409 19.3. COMPARISON OF BINOMIAL DISTRIBUTIONS 411 19.4. THE MULTIPLICATIVE POISSON MODEL 412 19.5. THE EFFECT OF THE SAMPLING PROCEDURE 417 19.6. ANALYSIS OF THE MARGINALS OF A TWO-WAY TABLE 418 19.7. THREE-WAY CONTINGENCY TABLES 423 APPENDIX TABLE 431 INDEX 432 INDEX OF EXAMPLES WITH REAL DATA 438
adam_txt CONTENTS 1. INTRODUCTION 1 1.1. STATISTICAL METHODS 1 1.2. EXAMPLES 2 2. DESCRIPTIVE STATISTICS 7 2.1. DATA AND VARIABLES 7 2.2. DESCRIPTION OF THE OBSERVED DISTRIBUTION OF A CATEGORICAL VARIABLE 8 2.3. DESCRIPTION OF THE OBSERVED DISTRIBUTION OF A QUANTITAT IVE VARIABLE 11 2.4. DESCRIPTION OF A GROUPED DISTRIBUTION OF A QUANTITATIVE VARIABLE 16 2.5. LINEAR RELATIONSHIP BETWEEN TWO QUANTITATIVE VARIABLES. 20 2.6. MULTIPLICATIVE AND ADDITIVE STRUCTURES IN TWO-WAY TABLES 22 3. PROBABILITY THEORY 26 3.1. OBSERVATIONS AND EVENTS 26 3.2. COMBINATIONS OF EVENTS 28 3.3. RELATIVE FREQUENCIES AND PROBABILITIES 31 3.4. THE AXIOMS OF PROBABILITY THEORY 34 3.5. CONDITIONAL PROBABILITIES 38 3.6. STOCHASTIC INDEPENDENCE 42 4. PROBABILITY DISTRIBUTIONS ON THE REAL LINE AND RANDOM VARI ABLES 47 4.1. PROBABILITY DISTRIBUTIONS ON THE REAL LINE 47 4.2. RANDOM VARIABLES 49 4.3. DISCRETE RANDOM VARIABLES 52 4.4. CONTINUOUS RANDOM VARIABLES.- 56 4.5. TRANSFORMATIONS 62 4.6. EMPIRICAL FREQUENCIES AND DENSITY FUNCTIONS 64 5. MEAN VALUES AND VARIANCES 66 HTTP://D-NB.INFO/870875744 VIXI 5.1. THE MEAN VALUE 66 5.2. THE VARIANCE 71 5.3. THEOREMS ABOUT MEAN VALUES AND VARIANCES 74 5.4. OTHER MOMENTS AND DISTRIBUTIONAL MEASURES 76 5.5. APPLICATIONS OF LOCATION AND DISPERSION MEASURES 80 6. SPECIAL DISCRETE DISTRIBUTIONS 89 6.1. THE BINOMIAL DISTRIBUTION 89 6.2. THE POISSON DISTRIBUTION 95 6.3. THE PASCAL DISTRIBUTION 102 6.4. THE MULTINOMIAL DISTRIBUTION 107 6.5. THE HY PE R GEOME T R IC DISTRIBUTION 108 7. SPECIAL CONTINUOUS DISTRIBUTIONS 112 7.1. THE NORMAL DISTRIBUTION 112 7.2. THE LOG-NORMAL DISTRIBUTION 122 7.3. THE EXPONENTIAL DISTRIBUTION 125 7.4. THE PARETO DISTRIBUTION 129 7.5. THE GAMMA DISTRIBUTION 132 7.6. A COMPARISON OF SIX DISTRIBUTIONS 135 8. MULTIVARIATE DISTRIBUTIONS. 137 8.1. MU 11I-DIMENSLONAL RANDOM VARIABLES 137 8.2. DISCRETE M-DIMENSIONAL RANDOM VARIABLES 137 8.3. CONTINUOUS M-DIMENSIONAL RANDOM VARIABLES 140 8.4. MARGINAL DISTRIBUTIONS 143 8.5. CONDITIONAL DISTRIBUTIONS 145 8.6. INDEPENDENT RANDOM VARIABLES 147 8.7. MEAN VALUES AND VARIANCES FOR SUMS OF RANDOM VARIABLES. 148 8.8. THE COVARIANCE AND THE CORRELATION COEFFICIENT 151 8.9. THE MULTINOMIAL DISTRIBUTION 159 8.10. THE DISTRIBUTION OF SUMS OF RANDOM VARIABLES 161 8.11. THE MULTIVARIATE NORMAL DISTRIBUTION 165 9. THE DISTRIBUTION OF SAMPLE FUNCTIONS AND LIMIT THEOREMS 169 9.1. INTRODUCTION 169 _ 7 9.2. THE DISTRIBUTION OF X AND S FOR NORMALLY DISTRIBUTED RANDOM VARIABLES 169 9.3. THE T-DISTRIBUTION AND THE F-DISTRIBUTION 174 9.4. THE LAW OF LARGE NUMBERS 176 9.5. LIMIT THEOREMS 179 IX 10. ESTIMATION 184 10.1. THE STATISTICAL MODEL 184 10.2. ESTIMATION 185 10.3. MAXIMUM LIKELIHOOD ESTIMATION 187 10.A. UNBIASED ESTIMATORS 192 10.5. CONSISTENCY 197 10.6. THE PROPERTIES OF ML-ES11MATORS 199 11. CONFIDENCE INTERVALS 202 11.1. POINT ESTIMATES AND CONFIDENCE INTERVALS 202 11.2. CONFIDENCE INTERVALS 202 11.3. CONFIDENCE INTERVALS FOR THE MEAN VALUE AND THE VARIANCE IN THE NORMAL DISTRIBUTION 204 11.4. CONFIDENCE INTERVALS FOR THE PARAMETERS IN THE BINOMIAL DISTRIBUTION AND THE HYPERGEOMETRIC DISTRIBUTION 209 11.5. APPROXIMATE CONFIDENCE INTERVALS 211 11.6. CONCLUDING REMARKS 213 12. TESTING STATISTICAL HYPOTHESES 214 12.1. THE STATISTICAL HYPOTHESIS 214 12.2. SIGNIFICANCE TESTS 215 12.3. CONSTRUCTION OF TESTS 217 12.4. TESTS IN DISCRETE DISTRIBUTIONS 220 12.5. CONDITIONAL TESTS 222 12.6. APPROXIMATE TESTS 228 12.7. THE POWER OF A TEST 231 12.8. HYPOTHESIS TESTING AND INTERVAL ESTIMATION 233 13. MODELS AND TESTS RELATED TO THE NORMAL DISTRIBUTION 235 13.1. THE U-TEST 235 13.2. THE T-TEST 240 13.3. THE Q-TEST 241 13.4. THE COMPARISON OF TWO INDEPENDENT NORMALLY DISTRIBUTED SAMPLES 246 13.5. A MODEL FOR PAIRWISE OBSERVATIONS 253 13.6. THE MODEL FOR PAIRWISE OBSERVATIONS AND THE MODEL FOR TWO INDEPENDENT SAMPLES 256 13.7. THE ANALYSIS OF VARIANCE 258 13.8. DISTRIBUTION FREE TESTS 267 14. SIMPLE LINEAR REGRESSION 275 X 14.1. REGRESSION ANALYSIS 275 14.2. SIMPLE LINEAR REGRESSION 276 14.3. ESTIMATION OF THE PARAMETERS 278 14.4. PROPERTIES OF THE LS-ESTIMATOR 281 14.5. ANALYSIS OF VARIANCE 286 14.6. INTERPRETATION OF THE ESTIMATED REGRESSION PARAMETERS AND R^ 289 14.7. EXAMINATION OF THE RESIDUALS 292 14.8. PREDICTIONS 295 14.9. EXPERIMENTAL AND NON-EXPERIMENTAL DATA 302 14.10. TRANSFORMATIONS 303 14.11. COMPARISON OF TWO REGRESSION LINES 310 15. MULTIPLE LINEAR REGRESSION 316 15.1. THE MULTIPLE LINEAR REGRESSION MODEL 316 15.2. ESTIMATION OF THE PARAMETERS 319 15.3. PROPERTIES OF THE LS-ESTIMATOR 321 15.4. RESIDUAL ANALYSIS 323 15.5. HYPOTHESIS TESTING 325 15.6. CASE ANALYSIS 334 15.7. COLLINEARITY 338 15.8. PREDICTIONS 343 16. HETEROSCEDASTICITY AND AUTOCORRELATION 347 16.1. HETEROSCEDASTICITY 347 16.2. AUTOCORRELATION 354 17. SURVEY SAMPLING 362 17.1. INTRODUCTION 362 17.2. SIMPLE RANDOM SAMPLING 363 17.3. SIMPLE RANDOM SAMPLING IN THE BINARY CASE 365 17.4. SIMPLE RANDOM SAMPLING IN THE GENERAL CASE 368 17.5. STRATIFIED SAMPLING 373 18. APPLICATIONS OF THE MULTINOMIAL DISTRIBUTION 386 18.1. HYPOTHESIS TESTING IN THE MULTINOMIAL DISTRIBUTION 386 18.2. GOODNESS-OF-FIT TESTS OF DISCRETE DISTRIBUTIONS 392 18.3. GOODNESS-OF-FIT TESTS OF CONTINUOUS DISTRIBUTIONS 396 18.4. COMPARISON OF K POISSON DISTRIBUTIONS 399 19. ANALYSIS OF CONTINGENCY TABLES 403 19.1. THE TEST OF INDEPENDENCE 403 XI 19.2. THE TEST OF HOMOGENEITY 409 19.3. COMPARISON OF BINOMIAL DISTRIBUTIONS 411 19.4. THE MULTIPLICATIVE POISSON MODEL 412 19.5. THE EFFECT OF THE SAMPLING PROCEDURE 417 19.6. ANALYSIS OF THE MARGINALS OF A TWO-WAY TABLE 418 19.7. THREE-WAY CONTINGENCY TABLES 423 APPENDIX TABLE 431 INDEX 432 INDEX OF EXAMPLES WITH REAL DATA 438
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author Andersen, Erling B.
Jensen, Niels-Erik
Kousgaard, Nils
author_facet Andersen, Erling B.
Jensen, Niels-Erik
Kousgaard, Nils
author_role aut
aut
aut
author_sort Andersen, Erling B.
author_variant e b a eb eba
n e j nej
n k nk
building Verbundindex
bvnumber BV023545047
callnumber-first H - Social Science
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callnumber-raw HB137.A525 1987
callnumber-search HB137.A525 1987
callnumber-sort HB 3137 A525 41987
callnumber-subject HB - Economic Theory and Demography
classification_rvk QH 230
ctrlnum (OCoLC)611161010
(DE-599)BVBBV023545047
dewey-full 519.519
dewey-hundreds 500 - Natural sciences and mathematics
dewey-ones 519 - Probabilities and applied mathematics
dewey-raw 519.5 19
dewey-search 519.5 19
dewey-sort 3519.5 219
dewey-tens 510 - Mathematics
discipline Mathematik
Wirtschaftswissenschaften
discipline_str_mv Mathematik
Wirtschaftswissenschaften
format Book
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genre (DE-588)4151278-9 Einführung gnd-content
(DE-588)4123623-3 Lehrbuch gnd-content
genre_facet Einführung
Lehrbuch
id DE-604.BV023545047
illustrated Illustrated
index_date 2024-07-02T22:36:59Z
indexdate 2024-07-09T21:24:16Z
institution BVB
isbn 3540177205
0387177205
language English
oai_aleph_id oai:aleph.bib-bvb.de:BVB01-016860804
oclc_num 611161010
open_access_boolean
owner DE-521
owner_facet DE-521
physical XI, 439 S. 122 graph. Darst. 25 cm
publishDate 1987
publishDateSearch 1987
publishDateSort 1987
publisher Springer
record_format marc
spelling Andersen, Erling B. Verfasser aut
Statistics for economics, business administration, and the social sciences with 122 figures Erling B. Andersen ; Niels-Erik Jensen ; Nils Kousgaard
Berlin ; Heidelberg ; New York ; London ; Paris ; Tokyo Springer 1987
XI, 439 S. 122 graph. Darst. 25 cm
txt rdacontent
n rdamedia
nc rdacarrier
Sozialwissenschaften
Wirtschaft
Economics -- Statistical methods
Commercial statistics
Social sciences -- Statistical methods
Wirtschaftswissenschaften (DE-588)4066528-8 gnd rswk-swf
Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf
Betriebswirtschaftslehre (DE-588)4069402-1 gnd rswk-swf
Wirtschaftsstatistik (DE-588)4066517-3 gnd rswk-swf
Statistik (DE-588)4056995-0 gnd rswk-swf
(DE-588)4151278-9 Einführung gnd-content
(DE-588)4123623-3 Lehrbuch gnd-content
Statistik (DE-588)4056995-0 s
Sozialwissenschaften (DE-588)4055916-6 s
DE-604
Betriebswirtschaftslehre (DE-588)4069402-1 s
Wirtschaftswissenschaften (DE-588)4066528-8 s
Wirtschaftsstatistik (DE-588)4066517-3 s
Jensen, Niels-Erik Verfasser aut
Kousgaard, Nils Verfasser aut
DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016860804&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle Andersen, Erling B.
Jensen, Niels-Erik
Kousgaard, Nils
Statistics for economics, business administration, and the social sciences with 122 figures
Sozialwissenschaften
Wirtschaft
Economics -- Statistical methods
Commercial statistics
Social sciences -- Statistical methods
Wirtschaftswissenschaften (DE-588)4066528-8 gnd
Sozialwissenschaften (DE-588)4055916-6 gnd
Betriebswirtschaftslehre (DE-588)4069402-1 gnd
Wirtschaftsstatistik (DE-588)4066517-3 gnd
Statistik (DE-588)4056995-0 gnd
subject_GND (DE-588)4066528-8
(DE-588)4055916-6
(DE-588)4069402-1
(DE-588)4066517-3
(DE-588)4056995-0
(DE-588)4151278-9
(DE-588)4123623-3
title Statistics for economics, business administration, and the social sciences with 122 figures
title_auth Statistics for economics, business administration, and the social sciences with 122 figures
title_exact_search Statistics for economics, business administration, and the social sciences with 122 figures
title_exact_search_txtP Statistics for economics, business administration, and the social sciences with 122 figures
title_full Statistics for economics, business administration, and the social sciences with 122 figures Erling B. Andersen ; Niels-Erik Jensen ; Nils Kousgaard
title_fullStr Statistics for economics, business administration, and the social sciences with 122 figures Erling B. Andersen ; Niels-Erik Jensen ; Nils Kousgaard
title_full_unstemmed Statistics for economics, business administration, and the social sciences with 122 figures Erling B. Andersen ; Niels-Erik Jensen ; Nils Kousgaard
title_short Statistics for economics, business administration, and the social sciences
title_sort statistics for economics business administration and the social sciences with 122 figures
title_sub with 122 figures
topic Sozialwissenschaften
Wirtschaft
Economics -- Statistical methods
Commercial statistics
Social sciences -- Statistical methods
Wirtschaftswissenschaften (DE-588)4066528-8 gnd
Sozialwissenschaften (DE-588)4055916-6 gnd
Betriebswirtschaftslehre (DE-588)4069402-1 gnd
Wirtschaftsstatistik (DE-588)4066517-3 gnd
Statistik (DE-588)4056995-0 gnd
topic_facet Sozialwissenschaften
Wirtschaft
Economics -- Statistical methods
Commercial statistics
Social sciences -- Statistical methods
Wirtschaftswissenschaften
Betriebswirtschaftslehre
Wirtschaftsstatistik
Statistik
Einführung
Lehrbuch
url http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016860804&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
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AT jensennielserik statisticsforeconomicsbusinessadministrationandthesocialscienceswith122figures
AT kousgaardnils statisticsforeconomicsbusinessadministrationandthesocialscienceswith122figures