DOI: 10.1002/cem.1180080103. Statistical thinking and technique for QSAR and related studies. Part II: Specific methods

Statistical thinking and technique for QSAR and related studies. Part II: Specific methods

10.1002/cem.1180080103

Crossref journal-article

Wiley

Journal of Chemometrics (311)

Abstract

AbstractTwenty‐two contrasting statistical methods are reviewed for their applicability to QSAR studies and similar prediction‐oriented fields. Each method is concisely specified prior to explanatory or critical comment.

Authors 2

Mervyn Stone (first)
Philip Jonathan (additional)

References 40 Referenced 16

10.1002/cem.1180070603
{'volume-title': 'Comprehensive Medicinal Chemistry', 'year': '1990', 'author': 'Hansch C.', 'key': 'e_1_2_1_3_2'} / Comprehensive Medicinal Chemistry by Hansch C. (1990)
10.1002/cem.1180050103
10.1007/978-94-017-1026-8_2
{'volume-title': 'Applied Regression Analysis', 'year': '1981', 'author': 'Draper N. R.', 'key': 'e_1_2_1_6_2'} / Applied Regression Analysis by Draper N. R. (1981)
10.1007/978-1-4757-1904-8
10.1080/03610918808812681
{'key': 'e_1_2_1_9_2', 'first-page': '581', 'volume-title': 'Encyclopaedia of Statistical Sciences', 'author': 'Wold H.', 'year': '1984'} / Encyclopaedia of Statistical Sciences by Wold H. (1984)
10.1016/0169-7439(87)80096-5
10.1016/0169-7439(93)85002-X
10.1111/j.2517-6161.1990.tb01786.x / J. R. Stat. Soc. B by Stone M. (1990)
10.1016/0169-7439(87)80067-9
10.1002/cem.1180050303
10.1002/cem.1180010105
10.1016/0169-7439(92)80100-I
10.1111/j.2517-6161.1993.tb01907.x / J. R. Stat. Soc. B by Dunne T. T. (1993)
10.1016/0169-7439(90)80052-8
10.1080/00401706.1970.10488634
10.1111/j.2517-6161.1993.tb01930.x / J. R. Stat. Soc. B by Sundberg R. (1993)
10.1080/00401706.1993.10485033
{'volume-title': 'Classification and Regression Tress', 'year': '1984', 'author': 'Breiman L.', 'key': 'e_1_2_1_22_2'} / Classification and Regression Tress by Breiman L. (1984)
{'volume-title': 'Drug Design: Fact or Fantasy?', 'year': '1984', 'author': 'Wold S.', 'key': 'e_1_2_1_23_2'} / Drug Design: Fact or Fantasy? by Wold S. (1984)
{'volume-title': 'Searching for Structure', 'year': '1973', 'author': 'Sonquist J. A.', 'key': 'e_1_2_1_24_2'} / Searching for Structure by Sonquist J. A. (1973)
10.1111/j.1469-1809.1936.tb02137.x
10.1002/cem.1180030304
{'volume-title': 'Common Principal Components and Related Multivariate Models', 'year': '1988', 'author': 'Flury B.', 'key': 'e_1_2_1_27_2'} / Common Principal Components and Related Multivariate Models by Flury B. (1988)
10.1007/978-1-4899-4475-7
{'volume-title': 'Learning Machines: Foundations of Trainable Pattern Classifying Systems', 'year': '1965', 'author': 'Nilsson N. J.', 'key': 'e_1_2_1_29_2'} / Learning Machines: Foundations of Trainable Pattern Classifying Systems by Nilsson N. J. (1965)
10.1137/0304010
{'volume-title': 'Statistical Aspects of Neural Networks, Proc. SemStat', 'author': 'Ripley B. D.', 'key': 'e_1_2_1_31_2'} / Statistical Aspects of Neural Networks, Proc. SemStat by Ripley B. D.
10.1109/72.80266
10.1109/72.80269
10.2307/2986306
10.1021/ja00810a047
10.1021/ja00837a064
10.1109/TIT.1967.1053964
10.1016/0031-3203(76)90014-5
10.1016/0169-7439(88)80096-0
10.1080/01621459.1989.10478752
{'volume-title': 'Research Report 124, Department of Statistical Science', 'year': '1993', 'author': 'Stone M.', 'key': 'e_1_2_1_41_2'} / Research Report 124, Department of Statistical Science by Stone M. (1993)

Dates

Type	When
Created	20 years, 3 months ago (May 27, 2005, 7:21 p.m.)
Deposited	8 months ago (Jan. 1, 2025, 6:37 a.m.)
Indexed	8 months ago (Jan. 1, 2025, 7:10 a.m.)
Issued	31 years, 8 months ago (Jan. 1, 1994)
Published	31 years, 8 months ago (Jan. 1, 1994)
Published Online	20 years, 5 months ago (March 30, 2005)
Published Print	31 years, 8 months ago (Jan. 1, 1994)

Funders 0

None

BibTeX

@article{Stone_1994, title={Statistical thinking and technique for QSAR and related studies. Part II: Specific methods}, volume={8}, ISSN={1099-128X}, url={http://dx.doi.org/10.1002/cem.1180080103}, DOI={10.1002/cem.1180080103}, number={1}, journal={Journal of Chemometrics}, publisher={Wiley}, author={Stone, Mervyn and Jonathan, Philip}, year={1994}, month=jan, pages={1–20} }

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