customized approaches for analysis of big data
Effects of misspecification in the approach of generalized estimating equations for analysis of clustered data
... pressure on each of five consecutive days Longitudinal data therefore combine the nature of multivariate and time series data However, longitudinal data differ from classical multivariate data in that ... EQUATIONS 2.2 15 Discussion The longitudinal data analysis had attracted statisticians’ attention for many years Models for the analysis of longitudinal data must recognize the relationship between ... correlated data of Generalized Linear Models for independent data The book by Diggle, Liang and Zeger (2002) about longitudinal analysis gives several interesting examples of marginal models For example:...
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Báo cáo y học: "ExpressionPlot: a web-based framework for analysis of RNA-Seq and microarray gene expression data" doc
... throughput data ExpressionPlot offers the gene expression community an easy-to-use tool for automated analysis of gene expression and RNA processing data The back end offers a solution to the problem of ... to the different isoforms The relative strength of the segments corresponds to the abundances of the two isoforms (Figure S9 in Additional file 1) Examining levels or changes of particular genes ... and description of other additional files Additional file 2: Data for Figure S7 in Additional file Additional file 3: Data for Figure 2d Additional file 4: Archival copy of software Abbreviations...
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Báo cáo sinh học: " Longitudinal random effects models for genetic analysis of binary data with application to mastitis in dairy cattle" pdf
... the number of episodes of infection or the timing of the episodes Furthermore, environmental conditions fluctuate in the course of lactation A longitudinal analysis of such data gives flexibility ... longitudinal analysis of binary response data allows developing novel selection criteria other than a single predicted breeding value for liability to disease In this study, an approach to the analysis of ... Longitudinal binary response data arise frequently in many fields of applications ([2,4]) Generally, longitudinal data consist of repeated observations taken over time in a group of individuals In animal...
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An investigation into the use of gaussian processes for the analysis of microarray data
... INTO THE USE OF GAUSSIAN PROCESSES FOR THE ANALYSIS OF MICROARRAY DATA SIAH KENG BOON (B.Eng.(Hons.), NUS) A DISSERTATION SUBMITTED FOR THE DEGREE OF MASTER OF ENGINEERING DEPARTMENT OF MECHANICAL ... space Values of Θ for Banana datasets, with redundant features Values of Θ for Banana datasets, with redundant features Box plot of testing example 4184 along iteration of MCMC samplings ... The original datasets consist of both training and testing data, 27 ALL and 11 AML samples for training data and 20 ALL and 14 AML for testing data In this project, we combine both data as the...
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Efficient estimation for covariance parameters in analysis of longitudinal data
... FOR COVARIANCE PARAMETERS IN ANALYSIS OF LONGITUDINAL DATA ZHAO YUNING (B.Sc University of Science and Technology of China) A THESIS SUBMITTED FOR THE DEGREE OF MASTER OF SCIENCE DEPARTMENT OF ... normal distributed data, GLM extends the approach to count data, binary data, continuous data which need not be normal Therefore GLM is applicable to a wider range of data analysis problems In ... subject behaved before treatment Following the commencement of treatment, the number of seizures for each subject was counted for each of four, two-week consecutive periods The age of each subject...
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Web geospatial visualisation for clustering analysis of epidemiological data
... SOM cluster analysis for WebEpi data 75 viii 4.6 FCM Clustering Analysis for Epidemiological Data 76 4.6.1 FCM algorithm 77 4.6.2 FCM cluster analysis for WebEpi data ... suitable for epidemiological data analysis The selection of clustering algorithms for the epidemiological data had to be based on performance During the clustering experiments of epidemiological data, ... automation for DHHS clustering analysis of epidemiological data is realised In chapter 6, the design and development of the Geo-processing for the clustering analysis of epidemiological data are...
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Harness the power of big data IBM platform
... Power of Big Data: The IBM Big Data Platform / Zikopoulos / 817-5 Harness the Power of Big Data 00-FM.indd 04/10/12 12:19 PM Flash 6X9 / Harness the Power of Big Data: The IBM Big Data Platform ... of Big Data: The IBM Big Data Platform / Zikopoulos / 817-5 Part I The Big Deal About Big Data 01-ch01.indd 04/10/12 10:53 AM Flash 6X9 / Harness the Power of Big Data: The IBM Big Data Platform ... 6X9 / Harness the Power of Big Data: The IBM Big Data Platform / Zikopoulos / 817-5 10 Harness the Power of Big Data: The IBM Big Data Platform kind of data complements the data that we use to drive...
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Tài liệu Báo cáo khoa học: Application of a fluorescent cobalamin analogue for analysis of the binding kinetics A study employing recombinant human transcobalamin and intrinsic factor pdf
... excess of 0.2 m phosphate buffer pH 7.5 Synthesis of the uorescent Cbl analogue CBC-244 Activation of the 5Â hydroxyl group in the a-ribofuranoside moiety of CNCbl was performed with help of 1,1Â-dicarbonyl-di-(1,2,4-triazole) ... below Competitive binding of CBC and Cbl, calculation of k+ We have tested the application of the uorescent analogue CBC as a tool for investigation of the binding kinetics of nonuorescent ligands ... retention of Cbl Additionally, a His residue substituted for water of H2OCbl, which added to protection of the ligand against reduction and coordination of other compounds The structure of TCCbl...
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Tài liệu Insight into Alternative Approaches for Control of Avian Influenza in Poultry, with Emphasis on Highly Pathogenic H5N1 doc
... possible alternative approaches for control of AIV in poultry particularly against the HPAI H5N1 subtype Antivirals 2.1 Chemotherapy The use of chemotherapeutic agents for control of AIV in poultry ... of the NA enzyme of influenza viruses [50] It is currently the drug of choice for the treatment of influenza virus infections in human and being stockpiled in many countries in anticipation of ... amantadine-resistant variants threatens the effective use of the drug for control of human influenza epidemics and/or pandemics [70], therefore the extra-label use of amantadine in poultry was banned by all...
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Ethics of Big Data doc
... ability of big data to generate benefit rather than harm Big Data Is Ethically Neutral While big- data technology offers the ability to connect information and innovate new products and services for ... capabilities of legacy database technologies and new data storage and processing techniques and tools such as Hadoop clusters, Bloom filters, and R data analysis tools Big data is data too big to be ... availability of more data influence our reputations For both individuals and organizations, four common elements define what can be considered a framework for big data ethics: | Chapter 1: Big Data, Big...
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Pseudo Velocity Shock Spectrum Rules For Analysis Of Mechanical Shock pdf
... HIGH FREQUENCY LIMIT OF THE PLATEAU OF THE UNDAMPED PVSS OF THE SIMPLE SHOCKS OF THE HIGH PV REGION IS SET BY THE MAXIMUM ACCELERATION OF THE SHOCK The Low Frequency Asymptote of a Zero Mean Shock ... relationship with four sets of lines, log spaced: vertical for frequency, horizontal for velocity, down and to the right for acceleration, and down and to the left for deflection Zero Mean Simple ... displacement line of about 50 inches Figure 4, our PVSS on 4CP, for that hard drive non operational shock, shows a lot of information We’ll talk more about this later, but for now you see a peak...
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Báo cáo khoa học: "A Wiki-style Platform for Creation of Parallel Data" doc
... strategy to provide a platform for easy multilingual Wikipedia content creation that may be harvested for parallel data 3.2 Version 1: A Hosted Portal In our first version, a set of English Wikipedia ... exception of a dozen or so Western European and East Asian languages, most of the 250-odd languages have less than 1% of English Wikipedia content (Wikipedia, 2009) Such skew, despite the size of the ... host of linguistic tools and resources that may be helpful in the content creation process: Bilingual dictionaries for providing for word-level translations, allowing user customization of domain-specific,...
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An application of GIS and Remote Sensing for Analysis of Agricultural Development-Induced Changes in Land Use: A case study in Lao PDR pdf
... linkage and analysis of such data, in particular for detection, interpretation, area calculation, monitoring and future estimating Therefore, this study applied GIS and remote sensing for analysis ... • The zone was created by overlaid of three physical information (Ground data, GIS data and satellite imagery data) • The zonation can be regarded as a tool for sustainable agricultural development ... with registered of image 1999 (image to image) RMC= 0.14 pixels Change pixel 30m of image 1999 to 25m of image 2004 NDVI compositing utility – NDVI is useful for identifying of the green leaf...
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Multivariate Analysis of Ecological Data ppt
... 17 1.11 Transformation of species data 19 1.12 Transformation of explanatory variables 20 METHODS OF GRADIENT ANALYSIS 22 2.1 Techniques of gradient analysis ... term ordination is reserved here for a subset of methods of gradient analysis Often the methods for the analysis of species composition are divided into gradient analysis (ordination) and classification ... The format of the two blocks with names of variables and samples is identical to that of the full format files 1.10 Format line The following example contains all the important parts of a format...
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Ethics of Big Data: Balancing Risk and Innovation pdf
... ability of big data to generate benefit rather than harm Big Data Is Ethically Neutral While big- data technology offers the ability to connect information and innovate new products and services for ... capabilities of legacy database technologies and new data storage and processing techniques and tools such as Hadoop clusters, Bloom filters, and R data analysis tools Big data is data too big to be ... availability of more data influence our reputations For both individuals and organizations, four common elements define what can be considered a framework for big data ethics: | Chapter 1: Big Data, Big...
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SYSTEMATIC METHOD FOR ANALYSIS OF PERFORMANCE LOSS WHEN USING SIMPLIFIED MPC FORMULATIONS pptx
... the best way of simplification for our example of plant is found, which turns out to be delta input blocking Keywords: analysis of MPC, simplified MPC formulations, analysis of MPC performance ABSTRAKT ... SLOVAK UNIVERSITY OF TECHNOLOGY IN BRATISLAVA FACULTY OF CHEMICAL AND FOOD TECHNOLOGY SYSTEMATIC METHOD FOR ANALYSIS OF PERFORMANCE LOSS WHEN USING SIMPLIFIED MPC FORMULATIONS DIPLOMA THESIS ... Model of the Distillation Column 40 3.1.1 Disturbance Model 42 3.2 Formulation of the MPC Problems 43 3.2.1 Formulation of Problem 43 3.2.2 Formulation of Problem...
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báo cáo hóa học: " An overview of tissue engineering approaches for management of spinal cord injuries" docx
... the formation of the scar tissue As Approaches to treatment Stabilization of the spine and restoration of its normal alignment together with surgical decompression of the cord is the subject of ... [213] Preparation of a mixture of cell suspension and fibrinogen for direct transplantation to the injured spinal cord is another approach for application of fibrin in clotted form But, such a ... recovery was noted within 48 hours of transplantation of olfactory bulb-derived cells [63] This reemphasizes the need for further studies into the mechanism of action of these cells, as according to...
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Báo cáo hóa học: " Research Article Optimal and Approximate Approaches for Deployment of Heterogeneous Sensing Devices" docx
... Effect of sensors’ state-switching on the coverage performance of GA and SA 50% 100% Figure 17: Effect of sensors’ reliability with different numbers of sensors on the coverage performance of GA ... Figure 16: Effect of sensors’ mobility on the coverage performance of GA and SA Figure 18: Effect of sensors’ reliability with different numbers of sensors on the coverage performance of SA improves ... benchmark the performance of solutions obtained by the GA and SA Three different sets of experiments are conducted These experiments study the effect of increasing number of zones, number of sensors,...
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Báo cáo hóa học: " Research Article Geometry Unit for Analysis of Warped Image Features on Programmable Chips" ppt
... backward transformation is implemented Higher order transformation can be of interest for some applications, for example, to rectify perspectival deformations as they appear in images of cylindrical ... mapped into two RAM blocks of the Virtex architecture The data bus width is 128 bit, therefore, four RAM blocks are needed instead of two Table summarizes performance results for the tie-point search ... However, for algorithms needing processing of longer lists, for example, image statistics, the influence of the CPU can be neglected fined as an 8-bit quantity Especially, for processing of color...
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Tìm thêm: khảo sát các chuẩn giảng dạy tiếng nhật từ góc độ lí thuyết và thực tiễn khảo sát chương trình đào tạo của các đơn vị đào tạo tại nhật bản xác định thời lượng học về mặt lí thuyết và thực tế tiến hành xây dựng chương trình đào tạo dành cho đối tượng không chuyên ngữ tại việt nam điều tra với đối tượng sinh viên học tiếng nhật không chuyên ngữ1 khảo sát thực tế giảng dạy tiếng nhật không chuyên ngữ tại việt nam khảo sát các chương trình đào tạo theo những bộ giáo trình tiêu biểu nội dung cụ thể cho từng kĩ năng ở từng cấp độ xác định mức độ đáp ứng về văn hoá và chuyên môn trong ct phát huy những thành tựu công nghệ mới nhất được áp dụng vào công tác dạy và học ngoại ngữ mở máy động cơ lồng sóc hệ số công suất cosp fi p2 đặc tuyến hiệu suất h fi p2 đặc tuyến tốc độ rôto n fi p2 đặc tuyến dòng điện stato i1 fi p2 sự cần thiết phải đầu tư xây dựng nhà máy thông tin liên lạc và các dịch vụ từ bảng 3 1 ta thấy ngoài hai thành phần chủ yếu và chiếm tỷ lệ cao nhất là tinh bột và cacbonhydrat trong hạt gạo tẻ còn chứa đường cellulose hemicellulose chỉ tiêu chất lượng theo chất lượng phẩm chất sản phẩm khô từ gạo của bộ y tế năm 2008 chỉ tiêu chất lượng 9 tr 25