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Ditemukan 199 dokumen yang sesuai dengan query
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Perna, Cira, editor
Abstrak :
The book develops the capabilities arising from the cooperation between mathematicians and statisticians working in insurance and finance fields. It gathers some of the papers presented at the conference MAF2010, held in Ravello (Amalfi coast), and successively.
Milan: [Springer, ], 2012
e20419938
eBooks  Universitas Indonesia Library
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Hardle, Wolfgang Karl
Abstrak :
Focusing on applications this book presents the tools and concepts of multivariate data analysis in a way that is understandable for non-mathematicians and practitioners who need to analyze statistical data. The book surveys the basic principles of multivariate statistical data analysis and emphasizes both exploratory and inferential statistics. All chapters have exercises that highlight applications in different fields.
Berlin: Springer, 2012
e20420175
eBooks  Universitas Indonesia Library
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Mason,Robert L., 1946-
Abstrak :
This applied, self-contained text provides detailed coverage of the practical aspects of multivariate statistical process control (MVSPC)based on the application of Hotelling's T2 statistic. MVSPC is the application of multivariate statistical techniques to improve the quality and productivity of an industrial process. The authors, leading researchers in this area who have developed major software for this type of charting procedure, provide valuable insight into the T2 statistic. Intentionally including only a minimal amount of theory, they lead readers through the construction and monitoring phases of the T2 control statistic using numerous industrial examples taken primarily from the chemical and power industries. These examples are applied to the construction of historical data sets to serve as a point of reference for the control procedure and are also applied to the monitoring phase, where emphasis is placed on signal location and interpretation in terms of the process variables.
Philadelphia : Society for Industrial and Applied Mathematics, 2002
e20442739
eBooks  Universitas Indonesia Library
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Czitrom, Veronica
Abstrak :
This book contains a broad selection of case studies written by professionals in the semiconductor industry that illustrate the use of statistical methods to improve manufacturing processes. These case studies offer engineers, scientists, technicians, and managers numerous examples of best-in-class practices by their peers. Because of the universal nature of statistical applications, the methods described here can be applied to a wide range of industries, including the chemical, biotechnology, automotive, steel, plastics, textile, and food industries. Many industries already benefit from the use of statistical methods, although the semiconductor industry is considered both a leader in and a model for the wide application and effective use of statistics. Specific case studies address the following statistical methods: gauge studies, passive data collection (sources of variation studies), design of experiments, statistical process control, and equipment reliability. Readers familiar with the statistical methodologies that comprise the Six Sigma tool box will find a wealth of applications. Czitrom has written an introduction to each statistical method, which, along with a glossary, gives basic definitions of frequently occurring statistical terms and suggestions for further reading. The case studies, which can be used in industrial training as well as in academia, are an extremely useful classroom supplement and will remain a rich source of used and useful approaches to real industrial problems for years to come. All of the data sets for each case study are available online.
Philadelphia: Society for Industrial and Applied Mathematics, 1997
e20448515
eBooks  Universitas Indonesia Library
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Lindley, D.V.
Abstrak :
A study of those statistical ideas that use a probability distribution over parameter space. The first part describes the axiomatic basis in the concept of coherence and the implications of this for sampling theory statistics. The second part discusses the use of Bayesian ideas in many branches of statistics.
Philadelphia: Society for Industrial and Applied Mathematics, 1995
e20451236
eBooks  Universitas Indonesia Library
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Maraun, Douglas
Abstrak :
Statistical downscaling and bias correction are becoming standard tools in climate impact studies. This book provides a comprehensive reference to widely-used approaches, and additionally covers the relevant user context and technical background, as well as a synthesis and guidelines for practitioners. It presents the main approaches including statistical downscaling, bias correction and weather generators, along with their underlying assumptions, skill and limitations. Relevant background information on user needs and observational and climate model uncertainties is complemented by concise introductions to the most important concepts in statistical and dynamical modelling. A substantial part is dedicated to the evaluation of regional climate projections and their value in different user contexts. Detailed guidelines for the application of downscaling and the use of downscaled information in practice complete the volume. Its modular approach makes the book accessible for developers and practitioners, graduate students and experienced researchers, as well as impact modellers and decision makers.
United Kingdom: Cambridge University Press, 2017
e20528924
eBooks  Universitas Indonesia Library
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Abstrak :
Java, as the largest populated island i Indonesia, has experienced tremendous agricultural land use conversion, mostly to industrial and settlement uses....
Artikel Jurnal  Universitas Indonesia Library
cover
Abstrak :
Small Soekardie ceramic industries is located in the center of Betek ceramic Penanggungan village of Malang city government, it is one of ceramic center in Malang City, based on Lukman research in 2005 the resulth of SPC is an indicator of process cabability index Cp, the value of Cp at that center area of the vallue of process capability index cp registration is 0.000000801848 so an improvement step of prodsuction process must be done, to increase quality of ceramic product....
Artikel Jurnal  Universitas Indonesia Library
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Koller, Daphne
Cambridge, UK: MIT Press, 2009
519.542 KOL p
Buku Teks  Universitas Indonesia Library
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Metti Zakaria Wanagiri
Abstrak :
Mesin Penerjemah (MP) adalah sebuah sub-bagian dari computational linguistics yang menggunakan komputer untuk menerjemahkan teks dari sebuah bahasa ke bahasa yang lain. Sementara Mesin Penerjemah Statistik (MPS) adalah sebuah pendekatan MP dimana hasil terjemahan dihasilkan atas dasar model statistik yang parameter-parameternya diambil dari hasil analisis korpus teks dwibahasa (yang paralel). Pada tugas akhir ini, penerjemahan teks Indonesia-Inggris dilakukan dengan menggunakan MPS berdasarkan frase dimana penerjemahan dilakukan dengan menggunakan prinsip penerjemahan berdasarkan frase. Korpus dwibahasa Indonesia-Inggris yang digunakan terdiri dari kategori berita, kitab suci, novel dan percakapan. Jumlah korpus pelatihan yang digunakan adalah 40779 kalimat, yaitu 704 berita, 4025 percakapan, 16050 novel dan 20000 kitab suci. Sementara korpus pengujian yang digunakan adalah 20300 kalimat, yaitu 300 berita, 2000 percakapan, 8000 novel dan 10000 kitab suci. Percobaan penerjemahan ini dilakukan, dievaluasi dan dianalisis dari dua aspek yaitu penggunaan perangkat bahasa tambahan (yang meliputi Part-of-Speech Tagging dan lema) dan n-gram yang digunakan dalam membentuk model bahasa. Hasil percobaan yang didapat adalah nilai akurasi tertinggi dicapai oleh penerjemahan korpus dwibahasa biasa (tidak menggunakan Part-of-Speech Tagging maupun lema) pada kategori novel dengan menggunakan model bahasa 5-gram, yaitu 0,2696.
Machine Translation (MT) is a sub-field of computational linguistics that uses a computer to translate text or speech from one natural language to another. Meanwhile Statistical Machine Translation (SMT) is a paradigm of MT where translations are generated on the basis of statistical models whose parameters are derived from the analysis of bilingual text corpora (parallel). The Indonesian-English text translation is done using a phrase-based SMT in which the translation is carried out using phrase-based Translation. We use Indonesian and English bilingual corpora which consists of news, holy writings, fiction and daily conversation categories. We use training corpus of 40779 sentences which are 704 for news, 4025 for conversation, 16050 for fiction and 20000 for holy writings. Meanwhile the testing corpus consists of 20300 sentences which are 300 for news, 2000 for conversation, 8000 for fiction and 10000 for holy writings. Experiments have been done, evaluated and analyzed regarding two aspects, namely the use of factored-models (Part-of-Speech Tagging and lemma) and number of n-gram for generating the language model. In this thesis, we found that the translations of default bilingual corpora (without Part-of-Speech Tagging and lemma) for fiction category using 5-gram language model yield the highest accuracy of 0.2696.
Depok: Fakultas Ilmu Komputer Universitas Indonesia, 2009
S-Pdf
UI - Skripsi Open  Universitas Indonesia Library