Lorentz JÄNTSCHI (lori) works ?id=302
- [id] => 302
- [recorddate] => 2017:08:28:13:41:23
- [lastupdate] => 2017:08:28:13:41:23
- [type] => article
- [place] => Constanta, Romania
- [subject] => informatics - models implementation; informatics - simulation; mathematics - analysis; mathematics - modeling; mathematics - probability theory; mathematics - statistics
- [relatedworks] =>
- 2 (average):
- Agreement between Observation and Theoretical Model: Anderson Darling Statistic, ?id=290
- Maximum Likelihood Estimation in determination of power of the error in bivariate linear models involving generalized Gauss-Laplace distributed variables, ?id=291
- 4 (some):
- Observation vs. observable: maximum likelihood estimations according to the assumption of generalized Gauss and Laplace distributions, ?id=206
- [file] => ?f=302
- [mime] => application/pdf
- [size] => 953541
- [pubname] => Ovidius University Annals of Chemistry
- [pubinfo] => Walter de Gruyter GmbH
- [pubkey] => ISSN 1583-2430, eISSN 2286-038X
- [workinfo] => 28(2): 30-42, DOI: 10.1515/auoc-2017-0006
- [year] => 2017
- [title] => Performances of Shannon’s Entropy Statistic in Assessment of Distribution of Data
- [authors] => Lorentz JÄNTSCHI, Sorana D. BOLBOACĂ
- [abstract] =>
Statistical analysis starts with the assessment of the distribution of experimental data.
Different statistics are used to test the null hypothesis (H0) stated as Data follow a certain/specified distribution.
In this paper, a new test based on Shannon’s entropy (called Shannon’s entropy statistic, H1) is introduced as goodness-of-fit test.
The performance of the Shannon’s entropy statistic was tested on simulated and/or experimental data with uniform and respectively four continuous distributions (as error function, generalized extreme value, lognormal, and normal). The experimental data used in the assessment were properties or activities of active chemical compounds. Five known goodness-of-fit tests namely Anderson-Darling, Kolmogorov-Smirnov, Cramér-von Mises, Kuiper V, and Watson U2 were used to accompany and assess the performances of H1.
- [keywords] => Shannon’s entropy; statistic; continuous distribution; tests of goodness-of-fit
- [acknowledgment] => No funds were received neither to conduct the research nor for covering the costs to publish in open access.