Statistics for technology: a course in applied statistics
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
London
Chapman and Hall
1978
|
| Edition: | 2. ed. |
| Series: | Science paperbacks
114 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | 370 S. graph. Darst. |
| ISBN: | 0412157500 |
Staff View
MARC
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| 245 | 1 | 0 | |a Statistics for technology |b a course in applied statistics |c Christopher Chatfield |
| 250 | |a 2. ed. | ||
| 264 | 1 | |a London |b Chapman and Hall |c 1978 | |
| 300 | |a 370 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
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| 650 | 7 | |a Estatistica |2 larpcal | |
| 650 | 4 | |a Ingénierie - Méthodes statistiques | |
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| 650 | 7 | |a Toepassingen |2 gtt | |
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Record in the Search Index
| _version_ | 1804120528659677184 |
|---|---|
| adam_text | Titel: Statistics for technology
Autor: Chatfield, Christopher
Jahr: 1978
Contents
Preface
11
Part
One
Introduction
1
Outline
of
statistics
15
2
Simple
ways
of
analysing
data
20
2.1
Introduction
20
2.2
Pictorial
methods
21
2.3
Arithmetical
methods
28
Part
Two
Theory
3
The
concept
of
probability
37
3.1
Probability
and
statistics
37
3.2
Some
definitions
38
3.3
Types
of
events
40
3.4
Permutations
and
combinations
49
3.5
Random
variables
51
4
Discrete
distributions
56
4.1
The
discrete
probability
distribution
56
4.2
The
binomial
distribution
57
4.3
The
binomial
model
59
4.4
Types
of
distribution
64
4.5
The
mean
and
variance
of
the
binomial
distribution
64
4.6
The
Poisson
distribution
69
4.7
Bivariate
discrete
distributions
75
5
Continuous
distributions
81
5.1
Definitions
81
5.2
The
mean
and
variance
of
continuous
distributions
86
5.3
The
normal
distribution
87
5.4
Uses
of
the
normal
distribution
92
5.5
Normal
probability
paper
95
5.6
The
exponential
distribution
98
5.7
Bivariate
continuous
distributions
103
5
Contents
6
Estimation
106
6.1
Point
and
interval
estimates
106
6.2
Properties
of
the
expected
value
107
6.3
The
sampling
distribution
of
x
111
6.4
The
sampling
distribution
of
s
2
116
6.5
Some
properties
of
estimators
118
6.6
General
methods
of
point
estimation
121
6.7
Interval
estimation
126
7
Significance
tests
134
7.1
Introduction
134
7.2
Tests
on
a
sample
mean
140
7.3
Comparing
two
sample
means
143
7.4
The
Mest
applied
to
paired
comparisons
147
7.5
The
x
1
goodness-of-fit
test
148
7.6
The
/?’-test
155
7.7
Distribution-free
or
non-parametric
tests
157
7.8
Power
and
other
considerations
158
8
Regression
and
correlation
166
8.1
Scatter
diagram
166
8.2
Curve
fitting
167
8.3
Regression
171
8.4
Confidence
intervals
and
significance
tests
in
linear
regression
174
8.5
The
coefficient
of
determination
177
8.6
Multiple
and
curvilinear
regression
178
8.7
Orthogonal
polynomials
180
8.8
The
design
of
regression
experiments
185
8.9
The
correlation
coefficient
185
8.10
Estimating
the
regression
lines
191
8.11
The
bivariate
normal
distribution
194
8.12
Interpretation
of
the
correlation
coefficient
196
Part
Three
Applications
9
Planning
the
experiment
203
9.1
Preliminary
remarks
203
9.2
Measurements
204
9.3
The
propagation
of
error
206
9.4
Improving
precision
with
series
and
parallel
arrangements
215
9.5
Combining
dissimilar
estimates
by
the
method
of
least
squares
216
10
The
design
and
analysis
of
experiments
1
Comparative
experiments
224
10.1
Some
basic
considerations
in
experimental
design
224
10.2
A
mathematical
model
for
simple
comparative
experiments
226
6
Contents
10.3
The
number
of
replications
227
10.4
Randomization
230
10.5
The
analysis
of
a
randomized
comparative
experiment
231
10.6
The
range
test
235
10.7
One-way
analysis
of
variance
237
10.8
Follow-up
study
of
the
treatment
means
241
10.9
Verifying
the
model
243
10.10
The
randomized
block
experiment
244
10.11
Two-way
analysis
of
variance
248
10.12
Latin
squares
252
10.13
Balanced
incomplete
block
designs
253
11
The
design
and
analysis
of
experiments
2
Factorial
experiments
257
11.1
Introduction
257
11.2
The
advantages
of
complete
factorial
experiments
258
11.3
The
design
of
complete
factorial
experiments
260
11.4
The
analysis
of
a
complete
factorial
experiment
263
11.5
Follow-up
procedure
269
11.6
The
2
factorial
design
271
11.7
Fixed
effects
and
random
effects
276
11.8
Other
topics
277
11.9
The
examination
of
residuals
279
11.10
The
determination
of
optimum
conditions
280
11.11
Summary
298
12
Quality
control
288
12.1
Acceptance
sampling
288
12.2
Operating
characteristic
curve
289
12.3
Types
of
sampling
schemes
293
12.4
Rectifying
schemes
296
12.5
The
military
standard
plan
297
12.6
Sampling
by
variables
298
12.7
Practical
problems
298
12.8
Process
control
299
12.9
Control
charts
for
samples
301
12.10
Cusum
charts
306
12.11
Prediction,
system
identification
and
control
312
13
Life-testing
319
13.1
Problems
in
measuring
reliability
319
13.2
The
mathematical
distribution
of
failure
times
321
13.3
The
exponential
distribution
323
13.4
Estimating
the
conditional
failure
rate
324
13.5
The
Weibull
distribution
327
7
Contents
Appendix
A
The
relationships
between
the
normal,
y
2
,
t-
and
F-distributions
332
Appendix
B
Statistical
tables
335
Table
1.
Areas
under
the
normal
curve
335
Percentage
points
of
Student’s
f-distribution
336
Percentage
points
of
the
y
2
distribution
337
Upper
percentage
points
of
the
F-distribution
338
Values
of
e~
x
341
Percentage
points
of
the
distribution
of
the
Studentized
range
Random
numbers
344
Table
2.
Table
3.
Table
4.
Table
5.
Table
6.
Table
7.
Appendix
C
Further
reading
346
Appendix
D
Some
other
topics
351
D.l
Calculating
the
mean
and
standard
deviation
of
a
frequency
distribution
351
D.2
Interpretation
of
the
sample
standard
deviation
354
D.3
How
to
round
numbers
355
D.4
Estimating
and
testing
a
proportion
360
Answers
to
exercises
362
Subject
index
366
|
| any_adam_object | 1 |
| author | Chatfield, Christopher 1941- |
| author_GND | (DE-588)128358750 |
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| dewey-full | 519.5/02/46 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5/02/46 |
| dewey-search | 519.5/02/46 |
| dewey-sort | 3519.5 12 246 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
| edition | 2. ed. |
| format | Book |
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| id | DE-604.BV006311122 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T16:43:31Z |
| institution | BVB |
| isbn | 0412157500 |
| language | English |
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| owner_facet | DE-739 DE-20 DE-19 DE-BY-UBM |
| physical | 370 S. graph. Darst. |
| publishDate | 1978 |
| publishDateSearch | 1978 |
| publishDateSort | 1978 |
| publisher | Chapman and Hall |
| record_format | marc |
| series | Science paperbacks |
| series2 | Science paperbacks |
| spelling | Chatfield, Christopher 1941- Verfasser (DE-588)128358750 aut Statistics for technology a course in applied statistics Christopher Chatfield 2. ed. London Chapman and Hall 1978 370 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Science paperbacks 114 Ciencias Da Engenharia larpcal Estatistica larpcal Ingénierie - Méthodes statistiques Statistiek gtt Toepassingen gtt Ingenieurwissenschaften Statistik Engineering Statistical methods Statistik (DE-588)4056995-0 gnd rswk-swf Statistik (DE-588)4056995-0 s DE-604 Science paperbacks 114 (DE-604)BV000891914 114 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=003992219&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Chatfield, Christopher 1941- Statistics for technology a course in applied statistics Science paperbacks Ciencias Da Engenharia larpcal Estatistica larpcal Ingénierie - Méthodes statistiques Statistiek gtt Toepassingen gtt Ingenieurwissenschaften Statistik Engineering Statistical methods Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4056995-0 |
| title | Statistics for technology a course in applied statistics |
| title_auth | Statistics for technology a course in applied statistics |
| title_exact_search | Statistics for technology a course in applied statistics |
| title_full | Statistics for technology a course in applied statistics Christopher Chatfield |
| title_fullStr | Statistics for technology a course in applied statistics Christopher Chatfield |
| title_full_unstemmed | Statistics for technology a course in applied statistics Christopher Chatfield |
| title_short | Statistics for technology |
| title_sort | statistics for technology a course in applied statistics |
| title_sub | a course in applied statistics |
| topic | Ciencias Da Engenharia larpcal Estatistica larpcal Ingénierie - Méthodes statistiques Statistiek gtt Toepassingen gtt Ingenieurwissenschaften Statistik Engineering Statistical methods Statistik (DE-588)4056995-0 gnd |
| topic_facet | Ciencias Da Engenharia Estatistica Ingénierie - Méthodes statistiques Statistiek Toepassingen Ingenieurwissenschaften Statistik Engineering Statistical methods |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=003992219&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000891914 |
| work_keys_str_mv | AT chatfieldchristopher statisticsfortechnologyacourseinappliedstatistics |