MARC details
000 -LEADER |
fixed length control field |
03603naaaa2200961uu 4500 |
001 - CONTROL NUMBER |
control field |
https://directory.doabooks.org/handle/20.500.12854/84584 |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20220714173952.0 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
books978-3-0365-4298-0 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9783036542973 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9783036542980 |
024 7# - OTHER STANDARD IDENTIFIER |
Standard number or code |
10.3390/books978-3-0365-4298-0 |
Terms of availability |
doi |
041 0# - LANGUAGE CODE |
Language code of text/sound track or separate title |
English |
042 ## - AUTHENTICATION CODE |
Authentication code |
dc |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
TB |
Source |
bicssc |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
TBX |
Source |
bicssc |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
TG |
Source |
bicssc |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Mielniczuk, Jan |
Relator code |
edt |
9 (RLIN) |
1590504 |
245 10 - TITLE STATEMENT |
Title |
Nonparametric Statistical Inference with an Emphasis on Information-Theoretic Methods |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Name of publisher, distributor, etc |
MDPI - Multidisciplinary Digital Publishing Institute |
Date of publication, distribution, etc |
2022 |
300 ## - PHYSICAL DESCRIPTION |
Extent |
1 electronic resource (226 p.) |
506 0# - RESTRICTIONS ON ACCESS NOTE |
Terms governing access |
Open Access |
Source of term |
star |
Standardized terminology for access restriction |
Unrestricted online access |
520 ## - SUMMARY, ETC. |
Summary, etc |
This book addresses contemporary statistical inference issues when no or minimal assumptions on the nature of studied phenomenon are imposed. Information theory methods play an important role in such scenarios. The approaches discussed include various high-dimensional regression problems, time series and dependence analyses. |
540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE |
Terms governing use and reproduction |
Creative Commons |
-- |
https://creativecommons.org/licenses/by/4.0/ |
-- |
cc |
-- |
https://creativecommons.org/licenses/by/4.0/ |
546 ## - LANGUAGE NOTE |
Language note |
English |
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Technology: general issues |
Source of heading or term |
bicssc |
9 (RLIN) |
928609 |
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
History of engineering & technology |
Source of heading or term |
bicssc |
9 (RLIN) |
1129967 |
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Mechanical engineering & materials |
Source of heading or term |
bicssc |
9 (RLIN) |
1203599 |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
high-dimensional time series |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
nonstationarity |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
network estimation |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
change points |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
kernel estimation |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
high-dimensional regression |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
loss function |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
random predictors |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
misspecification |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
consistent selection |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
subgaussianity |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
generalized information criterion |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
robustness |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
statistical learning theory |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
information theory |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
entropy |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
parameter estimation |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
learning systems |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
privacy |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
prediction methods |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
misclassification risk |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
model misspecification |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
penalized estimation |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
supervised classification |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
variable selection consistency |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
archimedean copula |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
consistency |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
estimation |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
extreme-value copula |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
tail dependency |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
multivariate analysis |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
conditional mutual information |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
CMI |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
information measures |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
nonparametric variable selection criteria |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
gaussian mixture |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
conditional infomax feature extraction |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
CIFE |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
joint mutual information criterion |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
JMI |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
generative tree model |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Markov blanket |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
minimum distance estimation |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
maximum likelihood estimation |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
influence functions |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
adaptive splines |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
B-splines |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
right-censored data |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
semiparametric regression |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
synthetic data transformation |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
time series |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
n/a |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Mielniczuk, Jan |
Relator code |
oth |
9 (RLIN) |
1590504 |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Host name |
www.oapen.org |
Uniform Resource Identifier |
<a href="https://mdpi.com/books/pdfview/book/5566">https://mdpi.com/books/pdfview/book/5566</a> |
-- |
0 |
Public note |
DOAB: download the publication |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Host name |
www.oapen.org |
Uniform Resource Identifier |
<a href="https://directory.doabooks.org/handle/20.500.12854/84584">https://directory.doabooks.org/handle/20.500.12854/84584</a> |
-- |
0 |
Public note |
DOAB: description of the publication |