Statistics for business and economics: compendium of essential formulas
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| Format: | Book |
| Language: | English |
| Published: |
Berlin
Springer
[2022]
|
| Edition: | Second edition |
| Subjects: | |
| Online Access: | Inhaltstext http://www.springer.com/ Inhaltsverzeichnis |
| Physical Description: | XVIII, 310 Seiten Illustrationen, Diagramme 21 cm x 14.8 cm |
| ISBN: | 9783662658451 9783662658482 3662658453 |
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MARC
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| 100 | 1 | |a Peren, Franz W. |d 1959- |e Verfasser |0 (DE-588)170930858 |4 aut | |
| 245 | 1 | 0 | |a Statistics for business and economics |b compendium of essential formulas |c Franz W. Peren |
| 250 | |a Second edition | ||
| 264 | 1 | |a Berlin |b Springer |c [2022] | |
| 300 | |a XVIII, 310 Seiten |b Illustrationen, Diagramme |c 21 cm x 14.8 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 0 | 7 | |a Wirtschaftsstatistik |0 (DE-588)4066517-3 |2 gnd |9 rswk-swf |
| 653 | |a Statistics formulary | ||
| 653 | |a Descriptive statistics | ||
| 653 | |a Inductive statistics | ||
| 653 | |a Statistics for economics | ||
| 653 | |a Probability calculation | ||
| 653 | |a Peren-Clement Index (PCI) | ||
| 653 | |a Statistical estimation methods | ||
| 653 | |a Confidence intervals | ||
| 653 | |a Statistical testing methods | ||
| 653 | |a Business statistics | ||
| 653 | |a Statistical signs and symbols | ||
| 689 | 0 | 0 | |a Wirtschaftsstatistik |0 (DE-588)4066517-3 |D s |
| 689 | 0 | |5 DE-604 | |
| 710 | 2 | |a Springer-Verlag GmbH |0 (DE-588)1065168780 |4 pbl | |
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Record in the Search Index
| _version_ | 1817968244318797824 |
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| adam_text |
CONTENTS
ABOUT
THE
AUTHOR
XV
LIST
OF
ABBREVIATIONS
XVII
1
STATISTICAL
SIGNS
AND
SYMBOLS
1
2
DESCRIPTIVE
STATISTICS
3
2.1
EMPIRICAL
DISTRIBUTIONS
.
3
2.1.1
FREQUENCIES
.
3
2.1.2
CUMULATIVE
FREQUENCIES
.
4
2.2
MEAN
VALUES
AND
MEASURES
OF
DISPERSION
.
6
2.2.1
MEAN
VALUES
.
6
2.2.2
MEASURES
OF
DISPERSION
.
12
2.3
RATIOS
AND
INDEX
FIGURES
.
22
2.3.1
RATIOS
.
22
2.3.2
INDEX
FIGURES
.
25
2.3.3
PEREN-CLEMENT
INDEX
(PCI)
.
38
2.4
CORRELATION
ANALYSIS
.
50
2.5
REGRESSION
ANALYSIS
.
51
2.5.1
SIMPLE
LINEAR
REGRESSION
.
51
2.5.1.1
CONFIDENCE
INTERVALS
FOR
THE
REGRESSION
COEFFICIENTS
OF
A
SIMPLE
LINEAR
REGRES
SION
FUNCTION
.
55
2.5.1.2
STUDENT
'
S
T-TESTS
FOR
THE
REGRESSION
CO
EFFICIENTS
OF
A
SIMPLE
LINEAR
REGRESSION
FUNCTION
.
57
IX
X
CONTENTS
2.5.2
MULTIPLE
LINEAR
REGRESSION
.
62
2.5.2.1
CONFIDENCE
INTERVALS
FOR
THE
REGRESSION
COEFFICIENTS
OF
A
MULTIPLE
LINEAR
REGRES
SION
FUNCTION
.
64
2.5.2.2
STUDENT
'
S
T-TESTS
FOR
THE
REGRESSION
CO
EFFICIENTS
OF
A
MULTIPLE
LINEAR
REGRES
SION
FUNCTION
.
66
2.5.3
DOUBLE
LINEAR
REGRESSION
.
66
2.5.3.1
CONFIDENCE
INTERVALS
FOR
THE
REGRESSION
COEFFICIENTS
OF
A
DOUBLE
LINEAR
REGRES
SION
FUNCTION
.
69
2.5.3.2
STUDENT
'
S
T-TESTS
FOR
THE
REGRESSION
CO
EFFICIENTS
OF
A
DOUBLE
LINEAR
REGRESSION
FUNCTION
.
71
3
INFERENTIAL
STATISTICS
77
3.1
PROBABILITY
CALCULATION
.
77
3.1.1
FUNDAMENTAL
TERMS/DEFINITIONS
.
77
3.1.2
THEOREMS
OF
PROBABILITY
THEORY
.
82
3.2
PROBABILITY
DISTRIBUTIONS
.
88
3.2.1
CONCEPT
OF
RANDOM
VARIABLES
.
88
3.2.2
PROBABILITY,
DISTRIBUTION
AND
DENSITY
FUNCTION
.
89
3.2.2.1
DISCRETE
RANDOM
VARIABLES
.
89
3.2.2.2
CONTINUOUS
RANDOM
VARIABLES
.
91
3.2.3
PARAMETERS
FOR
PROBABILITY
DISTRIBUTIONS
.
94
3.3
THEORETICAL
DISTRIBUTIONS
.
96
3.3.1
DISCRETE
DISTRIBUTIONS
.
96
3.3.2
CONTINUOUS
DISTRIBUTIONS
.
106
3.4
STATISTICAL
ESTIMATION
METHODS
(CONFIDENCE
INTERVALS)
.
126
3.4.1
CONFIDENCE
INTERVAL
FOR
THE
ARITHMETIC
MEAN
OF
THE
POPULATION
U
.
126
3.4.2
CONFIDENCE
INTERVAL
FOR
THE
VARIANCE
OF
THE
POPULATION
A
2
.
130
3.4.3
CONFIDENCE
INTERVAL
FOR
THE
SHARE
VALUE
IN
THE
POPULATION
.
132
CONTENTS
XI
3.4.4
CONFIDENCE
INTERVAL
FOR
THE
DIFFERENCE
OF
THE
MEAN
VALUES
OF
TWO
POPULATIONS
UJ
AND
U2
.
134
3.4.5
CONFICENCE
INTERVAL
FOR
THE
DIFFERENCE
OF
THE
SHARE
VALUES
OF
TWO
POPULATIONS
0,
AND
02
.
138
3.5
DETERMINATION
OF
THE
REQUIRED
SAMPLE
SIZE
.
141
3.5.1
DETERMINATION
OF
THE
REQUIRED
SAMPLE
SIZE
FOR
AN
ESTIMATION
OF
THE
ARITHMETIC
MEAN
U
.
141
3.5.2
DETERMINATION
OF
THE
REQUIRED
SAMPLE
SIZE
FOR
AN
ESTIMATION
OF
THE
SHARE
VALUE
0
.
143
3.6
STATISTICAL
TESTING
METHODS
.
145
3.6.1
PARAMETER
TESTS
.
145
3.6.1.1
ARITHMETIC
MEAN
WITH
KNOWN
VARIANCE
OF
THE
POPULATION
|
ONE
SAMPLE
TEST
.
145
3.6.1.2
ARITHMETIC
MEAN
WITH
UNKNOWN
VARIANCE
OF
THE
POPULATION
|
ONE
SAMPLE
TEST
.
148
3.6.1.3
SHARE
VALUE
|
ONE
SAMPLE
TEST
.
150
3.6.1.4
VARIANCE
|
ONE
SAMPLE
TEST
.
152
3.6.1.5
DIFFERENCE
OF
TWO
ARITHMETIC
MEANS
WITH
KNOWN
VARIANCES
OF
THE
POPULATION
|
TWO
SAMPLES
TEST
.
155
3.6.1.6
DIFFERENCE
OF
TWO
ARITHMETIC
MEANS
WITH
UNKNOWN
VARIANCES
OF
THE
POPULATIONS
UNDER
THE
ASSUMPTION
THAT
THEIR
VARI
ANCES
ARE
UNEQUAL
|
TWO
SAMPLES
TEST
.
157
3.6.1.7
DIFFERENCE
OF
TWO
ARITHMETIC
MEANS
WITH
UNKNOWN
VARIANCES
OF
THE
POPULATIONS
UNDER
THE
ASSUMPTION
THAT
THEIR
VARI
ANCES
ARE
EQUAL
|
TWO
SAMPLES
TEST
.
160
3.6.1.8
DIFFERENCE
OF
TWO
SHARE
VALUES
|
TWO
SAMPLES
TEST
.
163
3.6.1.9
QUOTIENTS
OF
TWO
VARIANCES
|
TWO
SAM
PLES
TEST
.
166
3.6.2
DISTRIBUTION
TESTS
(CHI-SQUARED
TESTS)
.
169
3.6.2.1
CHI-SQUARED
GOODNESS
OF
FIT
TEST
.
169
3.6.2.1.1
CHI-SQUARED
GOODNESS
OF
FIT
TEST
FOR
A
DISCRETE
DISTRIBUTION
OF
THE
POPULATION
.
169
XII
CONTENTS
3.6.2.1.2
CHI-SQUARED
GOODNESS
OF
FIT
TEST
FOR
A
CONTINOUS
DISTRIBU
TION
OF
THE
POPULATION
.
175
3.6.2.2
CHI-SQUARED
INDEPENDENCE
TEST
.
179
3.6.2.3
CHI-SQUARED
HOMOGENEITY
TEST
.
185
3.6.3
YATES
'
S
CORRECTION
.
190
4
PROBABILITY
CALCULATION
193
4.1
TERMS
AND
DEFINITIONS
.
193
4.2
DEFINITIONS
OF
PROBABILITY
.
194
4.2.1
THE
CLASSICAL
DEFINITION
OF
PROBABILTY
.
194
4.2.2
THE
STATISTICAL
DEFINITION
OF
PROBABILITY
.
195
4.2.3
THE
SUBJECTIVE
DEFINITION
OF
PROBABILITY
.
196
4.2.4
AXIOMS
OF
PROBABILITY
CALCULATION
.
196
4.3
THEOREMS
OF
PROBABILITY
CALCULATION
.
198
4.3.1
THEOREM
OF
COMPLEMENTARY
EVENTS
.
198
4.3.2
THE
MULTIPLICATION
THEOREM
WITH
INDEPENDENCE
OF
EVENTS
.
199
4.3.3
THE
ADDITION
THEOREM
.
199
4.3.4
CONDITIONAL
PROBABILITY
.
201
4.3.5
STOCHASTIC
INDEPENDENCE
.
202
4.3.6
THE
MULTIPLICATION
THEOREM
IN
GENERAL
FORM
.
203
4.3.7
THE
THEOREM
OF
TOTAL
PROBABILITY
.
203
4.3.8
BAYES
'
THEOREM
(BAYES
'
RULE)
.
205
4.3.9
OVERVIEW
OF
THE
PROBABILITY
CALCULATION
OF
MUTU
ALLY
EXCLUSIVE
AND
NON-EXCLUSIVE
EVENTS
.
208
4.4
RANDOM
VARIABLE
.
209
4.4.1
THE
CONCEPT
OF
RANDOM
VARIABLES
.
209
4.4.2
THE
PROBABILITY
FUNCTION
OF
DISCRETE
RANDOM
VARIABLES
.
209
4.4.3
THE
DISTRIBUTION
FUNCTION
OF
DISCRETE
RANDOM
VARIABLES
.
211
4.4.4
PROBABILITY
DENSITY
AND
DISTRIBUTION
FUNCTION
OF
CONTINUOUS
RANDOM
VARIABLES
.
212
4.4.5
EXPECTED
VALUE
AND
VARIANCE
OF
RANDOM
VARIABLES
217
CONTENTS
XIII
A
STATISTICAL
TABLES
221
B
BIBLIOGRAPHY
299
INDEX
307 |
| adam_txt |
CONTENTS
ABOUT
THE
AUTHOR
XV
LIST
OF
ABBREVIATIONS
XVII
1
STATISTICAL
SIGNS
AND
SYMBOLS
1
2
DESCRIPTIVE
STATISTICS
3
2.1
EMPIRICAL
DISTRIBUTIONS
.
3
2.1.1
FREQUENCIES
.
3
2.1.2
CUMULATIVE
FREQUENCIES
.
4
2.2
MEAN
VALUES
AND
MEASURES
OF
DISPERSION
.
6
2.2.1
MEAN
VALUES
.
6
2.2.2
MEASURES
OF
DISPERSION
.
12
2.3
RATIOS
AND
INDEX
FIGURES
.
22
2.3.1
RATIOS
.
22
2.3.2
INDEX
FIGURES
.
25
2.3.3
PEREN-CLEMENT
INDEX
(PCI)
.
38
2.4
CORRELATION
ANALYSIS
.
50
2.5
REGRESSION
ANALYSIS
.
51
2.5.1
SIMPLE
LINEAR
REGRESSION
.
51
2.5.1.1
CONFIDENCE
INTERVALS
FOR
THE
REGRESSION
COEFFICIENTS
OF
A
SIMPLE
LINEAR
REGRES
SION
FUNCTION
.
55
2.5.1.2
STUDENT
'
S
T-TESTS
FOR
THE
REGRESSION
CO
EFFICIENTS
OF
A
SIMPLE
LINEAR
REGRESSION
FUNCTION
.
57
IX
X
CONTENTS
2.5.2
MULTIPLE
LINEAR
REGRESSION
.
62
2.5.2.1
CONFIDENCE
INTERVALS
FOR
THE
REGRESSION
COEFFICIENTS
OF
A
MULTIPLE
LINEAR
REGRES
SION
FUNCTION
.
64
2.5.2.2
STUDENT
'
S
T-TESTS
FOR
THE
REGRESSION
CO
EFFICIENTS
OF
A
MULTIPLE
LINEAR
REGRES
SION
FUNCTION
.
66
2.5.3
DOUBLE
LINEAR
REGRESSION
.
66
2.5.3.1
CONFIDENCE
INTERVALS
FOR
THE
REGRESSION
COEFFICIENTS
OF
A
DOUBLE
LINEAR
REGRES
SION
FUNCTION
.
69
2.5.3.2
STUDENT
'
S
T-TESTS
FOR
THE
REGRESSION
CO
EFFICIENTS
OF
A
DOUBLE
LINEAR
REGRESSION
FUNCTION
.
71
3
INFERENTIAL
STATISTICS
77
3.1
PROBABILITY
CALCULATION
.
77
3.1.1
FUNDAMENTAL
TERMS/DEFINITIONS
.
77
3.1.2
THEOREMS
OF
PROBABILITY
THEORY
.
82
3.2
PROBABILITY
DISTRIBUTIONS
.
88
3.2.1
CONCEPT
OF
RANDOM
VARIABLES
.
88
3.2.2
PROBABILITY,
DISTRIBUTION
AND
DENSITY
FUNCTION
.
89
3.2.2.1
DISCRETE
RANDOM
VARIABLES
.
89
3.2.2.2
CONTINUOUS
RANDOM
VARIABLES
.
91
3.2.3
PARAMETERS
FOR
PROBABILITY
DISTRIBUTIONS
.
94
3.3
THEORETICAL
DISTRIBUTIONS
.
96
3.3.1
DISCRETE
DISTRIBUTIONS
.
96
3.3.2
CONTINUOUS
DISTRIBUTIONS
.
106
3.4
STATISTICAL
ESTIMATION
METHODS
(CONFIDENCE
INTERVALS)
.
126
3.4.1
CONFIDENCE
INTERVAL
FOR
THE
ARITHMETIC
MEAN
OF
THE
POPULATION
U
.
126
3.4.2
CONFIDENCE
INTERVAL
FOR
THE
VARIANCE
OF
THE
POPULATION
A
2
.
130
3.4.3
CONFIDENCE
INTERVAL
FOR
THE
SHARE
VALUE
IN
THE
POPULATION
.
132
CONTENTS
XI
3.4.4
CONFIDENCE
INTERVAL
FOR
THE
DIFFERENCE
OF
THE
MEAN
VALUES
OF
TWO
POPULATIONS
UJ
AND
U2
.
134
3.4.5
CONFICENCE
INTERVAL
FOR
THE
DIFFERENCE
OF
THE
SHARE
VALUES
OF
TWO
POPULATIONS
0,
AND
02
.
138
3.5
DETERMINATION
OF
THE
REQUIRED
SAMPLE
SIZE
.
141
3.5.1
DETERMINATION
OF
THE
REQUIRED
SAMPLE
SIZE
FOR
AN
ESTIMATION
OF
THE
ARITHMETIC
MEAN
U
.
141
3.5.2
DETERMINATION
OF
THE
REQUIRED
SAMPLE
SIZE
FOR
AN
ESTIMATION
OF
THE
SHARE
VALUE
0
.
143
3.6
STATISTICAL
TESTING
METHODS
.
145
3.6.1
PARAMETER
TESTS
.
145
3.6.1.1
ARITHMETIC
MEAN
WITH
KNOWN
VARIANCE
OF
THE
POPULATION
|
ONE
SAMPLE
TEST
.
145
3.6.1.2
ARITHMETIC
MEAN
WITH
UNKNOWN
VARIANCE
OF
THE
POPULATION
|
ONE
SAMPLE
TEST
.
148
3.6.1.3
SHARE
VALUE
|
ONE
SAMPLE
TEST
.
150
3.6.1.4
VARIANCE
|
ONE
SAMPLE
TEST
.
152
3.6.1.5
DIFFERENCE
OF
TWO
ARITHMETIC
MEANS
WITH
KNOWN
VARIANCES
OF
THE
POPULATION
|
TWO
SAMPLES
TEST
.
155
3.6.1.6
DIFFERENCE
OF
TWO
ARITHMETIC
MEANS
WITH
UNKNOWN
VARIANCES
OF
THE
POPULATIONS
UNDER
THE
ASSUMPTION
THAT
THEIR
VARI
ANCES
ARE
UNEQUAL
|
TWO
SAMPLES
TEST
.
157
3.6.1.7
DIFFERENCE
OF
TWO
ARITHMETIC
MEANS
WITH
UNKNOWN
VARIANCES
OF
THE
POPULATIONS
UNDER
THE
ASSUMPTION
THAT
THEIR
VARI
ANCES
ARE
EQUAL
|
TWO
SAMPLES
TEST
.
160
3.6.1.8
DIFFERENCE
OF
TWO
SHARE
VALUES
|
TWO
SAMPLES
TEST
.
163
3.6.1.9
QUOTIENTS
OF
TWO
VARIANCES
|
TWO
SAM
PLES
TEST
.
166
3.6.2
DISTRIBUTION
TESTS
(CHI-SQUARED
TESTS)
.
169
3.6.2.1
CHI-SQUARED
GOODNESS
OF
FIT
TEST
.
169
3.6.2.1.1
CHI-SQUARED
GOODNESS
OF
FIT
TEST
FOR
A
DISCRETE
DISTRIBUTION
OF
THE
POPULATION
.
169
XII
CONTENTS
3.6.2.1.2
CHI-SQUARED
GOODNESS
OF
FIT
TEST
FOR
A
CONTINOUS
DISTRIBU
TION
OF
THE
POPULATION
.
175
3.6.2.2
CHI-SQUARED
INDEPENDENCE
TEST
.
179
3.6.2.3
CHI-SQUARED
HOMOGENEITY
TEST
.
185
3.6.3
YATES
'
S
CORRECTION
.
190
4
PROBABILITY
CALCULATION
193
4.1
TERMS
AND
DEFINITIONS
.
193
4.2
DEFINITIONS
OF
PROBABILITY
.
194
4.2.1
THE
CLASSICAL
DEFINITION
OF
PROBABILTY
.
194
4.2.2
THE
STATISTICAL
DEFINITION
OF
PROBABILITY
.
195
4.2.3
THE
SUBJECTIVE
DEFINITION
OF
PROBABILITY
.
196
4.2.4
AXIOMS
OF
PROBABILITY
CALCULATION
.
196
4.3
THEOREMS
OF
PROBABILITY
CALCULATION
.
198
4.3.1
THEOREM
OF
COMPLEMENTARY
EVENTS
.
198
4.3.2
THE
MULTIPLICATION
THEOREM
WITH
INDEPENDENCE
OF
EVENTS
.
199
4.3.3
THE
ADDITION
THEOREM
.
199
4.3.4
CONDITIONAL
PROBABILITY
.
201
4.3.5
STOCHASTIC
INDEPENDENCE
.
202
4.3.6
THE
MULTIPLICATION
THEOREM
IN
GENERAL
FORM
.
203
4.3.7
THE
THEOREM
OF
TOTAL
PROBABILITY
.
203
4.3.8
BAYES
'
THEOREM
(BAYES
'
RULE)
.
205
4.3.9
OVERVIEW
OF
THE
PROBABILITY
CALCULATION
OF
MUTU
ALLY
EXCLUSIVE
AND
NON-EXCLUSIVE
EVENTS
.
208
4.4
RANDOM
VARIABLE
.
209
4.4.1
THE
CONCEPT
OF
RANDOM
VARIABLES
.
209
4.4.2
THE
PROBABILITY
FUNCTION
OF
DISCRETE
RANDOM
VARIABLES
.
209
4.4.3
THE
DISTRIBUTION
FUNCTION
OF
DISCRETE
RANDOM
VARIABLES
.
211
4.4.4
PROBABILITY
DENSITY
AND
DISTRIBUTION
FUNCTION
OF
CONTINUOUS
RANDOM
VARIABLES
.
212
4.4.5
EXPECTED
VALUE
AND
VARIANCE
OF
RANDOM
VARIABLES
217
CONTENTS
XIII
A
STATISTICAL
TABLES
221
B
BIBLIOGRAPHY
299
INDEX
307 |
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| author | Peren, Franz W. 1959- |
| author_GND | (DE-588)170930858 |
| author_facet | Peren, Franz W. 1959- |
| author_role | aut |
| author_sort | Peren, Franz W. 1959- |
| author_variant | f w p fw fwp |
| building | Verbundindex |
| bvnumber | BV048382571 |
| classification_rvk | QH 212 |
| ctrlnum | (OCoLC)1334593596 (DE-599)DNB1261473191 |
| discipline | Wirtschaftswissenschaften |
| discipline_str_mv | Wirtschaftswissenschaften |
| edition | Second edition |
| format | Book |
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| illustrated | Illustrated |
| index_date | 2024-07-03T20:19:21Z |
| indexdate | 2024-12-09T13:06:59Z |
| institution | BVB |
| institution_GND | (DE-588)1065168780 |
| isbn | 9783662658451 9783662658482 3662658453 |
| language | English |
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| owner_facet | DE-11 DE-355 DE-BY-UBR DE-N2 DE-19 DE-BY-UBM |
| physical | XVIII, 310 Seiten Illustrationen, Diagramme 21 cm x 14.8 cm |
| publishDate | 2022 |
| publishDateSearch | 2022 |
| publishDateSort | 2022 |
| publisher | Springer |
| record_format | marc |
| spelling | Peren, Franz W. 1959- Verfasser (DE-588)170930858 aut Statistics for business and economics compendium of essential formulas Franz W. Peren Second edition Berlin Springer [2022] XVIII, 310 Seiten Illustrationen, Diagramme 21 cm x 14.8 cm txt rdacontent n rdamedia nc rdacarrier Wirtschaftsstatistik (DE-588)4066517-3 gnd rswk-swf Statistics formulary Descriptive statistics Inductive statistics Statistics for economics Probability calculation Peren-Clement Index (PCI) Statistical estimation methods Confidence intervals Statistical testing methods Business statistics Statistical signs and symbols Wirtschaftsstatistik (DE-588)4066517-3 s DE-604 Springer-Verlag GmbH (DE-588)1065168780 pbl Erscheint auch als Online-Ausgabe 978-3-662-65846-8 Vorangegangen ist 9783662642757 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=8d22127f898c4fe899fdaaa1a8f21a27&prov=M&dok_var=1&dok_ext=htm Inhaltstext X:MVB http://www.springer.com/ DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033761388&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p vlb 20220630 DE-101 https://d-nb.info/provenance/plan#vlb |
| spellingShingle | Peren, Franz W. 1959- Statistics for business and economics compendium of essential formulas Wirtschaftsstatistik (DE-588)4066517-3 gnd |
| subject_GND | (DE-588)4066517-3 |
| title | Statistics for business and economics compendium of essential formulas |
| title_auth | Statistics for business and economics compendium of essential formulas |
| title_exact_search | Statistics for business and economics compendium of essential formulas |
| title_exact_search_txtP | Statistics for business and economics compendium of essential formulas |
| title_full | Statistics for business and economics compendium of essential formulas Franz W. Peren |
| title_fullStr | Statistics for business and economics compendium of essential formulas Franz W. Peren |
| title_full_unstemmed | Statistics for business and economics compendium of essential formulas Franz W. Peren |
| title_short | Statistics for business and economics |
| title_sort | statistics for business and economics compendium of essential formulas |
| title_sub | compendium of essential formulas |
| topic | Wirtschaftsstatistik (DE-588)4066517-3 gnd |
| topic_facet | Wirtschaftsstatistik |
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