statistical inference for single-index models

... of conditional probability into (2.7) and mul- tiplying by P (B) leads to the equation P (A ∩B) = P (A) ·P(B). An Introduction to Statistical Inference and Data Analysis Michael W. Trosset 1 April ... for the left hand and, for each such choice, there are three ways to choose a ring for the right hand. Hence, there are 4 ·3 = 12 ways to choose a ring for each hand. T...

Ngày tải lên: 16/01/2014, 16:33

Ngày tải lên: 18/02/2014, 04:20

... distribu- tion and require supervised /semi-supervised infor- mation for learning. We propose a flexible genera- tive model for transliteration mining usable for both unsupervised and semi-supervised ... super- vised and semi-supervised systems we mentioned, our model can be used for both unsupervised and semi-supervised mining in a consistent way. 3 Unsupervi...

Ngày tải lên: 19/02/2014, 19:20

... Ney, 2004) for SMS text normalization. In this section, we discuss the three components of our method: modeling, training and decoding for SMS text normalization. 4.2 Phrase-based Model Given ... impact of our SMS text normalization on the task of SMS transla- tion. The experiment of translating SMS texts from English to Chinese on a corpus comprising 402 SMS...

Ngày tải lên: 20/02/2014, 12:20

... cases. 3 A Joint Statistical Model for Word Spacing and Spelling Error Correction 3.1 Problem Definition Given a sentence T which includes both word spacing errors and spelling errors, we ... Demo and Poster Sessions, pages 61–64, Prague, June 2007. c 2007 Association for Computational Linguistics A Joint Statistical Model for Simultaneous Word...

Ngày tải lên: 20/02/2014, 12:20

... Association for Computational Linguistics, pages 239–247, Portland, Oregon, June 19-24, 2011. c 2011 Association for Computational Linguistics Bayesian Inference for Zodiac and Other Homophonic ... among cryptanalysis experts and amateur enthusiasts. The Zodiac messages include two interesting ci- phers: (1) a 408-symbol homophonic cipher without spaces (which was solve...

Ngày tải lên: 07/03/2014, 22:20

... of inference, followed by random re- distribution in the flat model, and super-entities in the hierarchical model. Results are averaged over five runs. 798 hand-tuned weights, dictionaries, and ... for evaluation. Using this insight, we introduce the following ap- proach to distributed cross-document coreference. We divide the mentions and entities among multiple machines, an...

Ngày tải lên: 07/03/2014, 22:20

... Variational inference with prior knowledge. Technical report, Carnegie Mellon University. S. B. Cohen, K. Gimpel, and N. A. Smith. 2008. Logis- tic normal priors for unsupervised probabilistic grammar induction. ... pages 1–4, Suntec, Singapore, 4 August 2009. c 2009 ACL and AFNLP Variational Inference for Grammar Induction with Prior Knowledge Shay B. Cohen and Noah A...

Ngày tải lên: 08/03/2014, 01:20

... A Unified Statistical Model for the Identification of English BaseNP Endong Xun Microsoft Research China No. 49 Zhichun Road Haidian District 100080, China, i-edxun@microsoft.com Ming ... China, cnhuang@microsoft.com Abstract This paper presents a novel statistical model for automatic identification of English baseNP. It uses two steps: the N- best Part -Of- Spee...

Ngày tải lên: 08/03/2014, 05:20

... Statistical Parser for Czech* Michael Collins AT&T Labs-Research, Shannon Laboratory, 180 Park Avenue, Florham Park, NJ 07932 mcollins@research, att.com Jan Haj i~. Institute of Formal ... words). Search for the highest probabil- ity tree for a sentence is achieved using a CKY-style parsing algorithm. 4 Parsing the Czech PDT Many statistical parsing methods develop...

Ngày tải lên: 08/03/2014, 06:20

... prior both for our model and the base- line. At all operating points, our model outper- forms the baseline, and both models always pre- dict better than chance. In practice for our model, we use ... the Association for Computational Linguistics, pages 1048–1057, Uppsala, Sweden, 11-16 July 2010. c 2010 Association for Computational Linguistics A Statistical Model for Los...

Ngày tải lên: 17/03/2014, 00:20

... MINIREVIEW Systems biology: parameter estimation for biochemical models Maksat Ashyraliyev 1 , Yves Fomekong-Nanfack 2 , Jaap A. Kaandorp 2 and Joke G. Blom 1 1 Centrum voor Wiskunde en Informatica, ... of biochemical pathways: applications to metabolic engi- neering and parameter estimation. Bioinformatics 14, 869–883. 11 Moles CG, Mendes P & Banga JR (2003) Parameter...

Ngày tải lên: 23/03/2014, 06:20

Ngày tải lên: 03/06/2014, 02:10

... article Inference for threshold models with variance components from the generalized linear mixed model perspective B Engel W Buist A Visscher 1 DLO Agricultural Mathematics Group ... analysis of threshold models with fixed and random effects and associated variance components is discussed from the perspective of generalized linear...

Ngày tải lên: 09/08/2014, 18:21

Ngày tải lên: 13/11/2014, 16:24