General linear methods

In recent years the study of numerical methods for solving ordinary differential equations has seen many new developments. This second edition of the author's pioneering text is fully revised and updated to acknowledge many of these developments. It includes a complete treatment of linear multistep methods whilst maintaining its unique and comprehensive emphasis on RungeKutta methods and general linear methods. Although the specialist topics are taken to an advanced level, the entry point to the volume as a whole is not especially demanding.
479p kennybibo 14072012 72 12 Download

(bq) part 2 book "an introduction to statistical methods and data analysis" has contents: linear regression and correlation, multiple regression and the general linear model; further regression topics, analysis of variance for blocked designs, the analysis of covariance; analysis of variance for some unbalanced designs
712p bautroibinhyen23 02042017 28 7 Download

Power analysis becomes an inevitable step in experimental design of current biomedical research. Complex designs allowing diverse correlation structures are commonly used in RNASeq experiments. However, the field currently lacks statistical methods to calculate sample size and estimate power for RNASeq differential expression studies using such designs.
12p vicolorado2711 22102020 15 0 Download

n mathematics, an ordinary differential equation (abbreviated ODE) is an equation containing a function of one independent variable and its derivatives. There are many general forms an ODE can take, and these are classified in practice (see below).[1][2] The derivatives are ordinary because partial derivatives only apply to functions of many independent variables (see Partial differential equation).
0p taurus23 27092012 38 2 Download

(bq) in the years since the fourth edition of this seminal work was published, active research has developed the finite element method into the preeminent tool for the modeling of physical systems. volume 2 of the "the finite element method" provides a complete introduction to the method and is essential reading for undergraduates, postgraduates and professional engineers.
259p bautroibinhyen19 02032017 49 5 Download

In this paper, we propose a novel method for semisupervised learning of nonprojective loglinear dependency parsers using directly expressed linguistic prior knowledge (e.g. a noun’s parent is often a verb). Model parameters are estimated using a generalized expectation (GE) objective function that penalizes the mismatch between model predictions and linguistic expectation constraints.
9p hongphan_1 14042013 40 4 Download

Lecture "Advanced Econometrics (Part II)  Chapter 13: Generalized method of moments (GMM)" presentation of content: Orthogonality condition, method of moments, generalized method of moments, GMM and other estimators in the linear models, the advantages of GMM estimator, GMM estimation procedure.
9p nghe123 06052016 54 4 Download

Lecture 8  FIR Filter Design include all of the following content: FIR filter design, commonly used windows, generalized linearphase FIR filter, the Kaiser window filter design method.
16p youcanletgo_04 17012016 50 2 Download

This paper presents a semisupervised training method for linearchain conditional random ﬁelds that makes use of labeled features rather than labeled instances. This is accomplished by using generalized expectation criteria to express a preference for parameter settings in which the model’s distribution on unlabeled data matches a target distribution. We induce target conditional probability distributions of labels given features from both annotated feature occurrences in context and adhoc feature majority label assignment. ...
9p hongphan_1 15042013 43 1 Download

Wind power plants can be realized with different generator types using different control principles. The choice of the generator regardless of control method, potentially destabilizes the grid, and can even lead to grid collapse. For independent grid (e.g. on islands) this risk is especially great. The report aimed at giving the reader a general overview of the control methods, and the developers a better understanding of each generator type to get the right choice for their wind power project.
22p dieutringuyen 07062017 42 1 Download

Thus the aim is to determine the solution of a known PDE defined throughout the domain, which satisfies the superabundant data and then identifies the missing ones. For linear symmetric operators, we propose a general method to solve the data completion problem as a Cauchy problem. Various applications are described for stationary conduction and elastostatic problems.
15p thienthanquydu 23102018 16 0 Download

In this paper we generalize an infeasible interiorpoint method for linear optimization to horizontal linear complementarity problem (HLCP). This algorithm starts from strictly feasible iterates on the central path of a perturbed problem that is produced by suitable perturbation in HLCP problem. Then, we use socalled feasibility steps that serves to generate strictly feasible iterates for the next perturbed problem.
16p vinguyentuongdanh 19122018 16 0 Download

Two families of certain nonsymmetric generalized Jacobi polynomials with negative integer indexes are employed for solving third and fifthorder two point boundary value problems governed by homogeneous and nonhomogeneous boundary conditions using a dual Petrov–Galerkin method. The idea behind our method is to use trial functions satisfying the underlying boundary conditions of the differential equations and the test functions satisfying the dual boundary conditions.
14p trinhthamhodang1 16112019 6 0 Download

This paper presents an efficient and accurate numerical technique based upon the scaled boundary finite element method for the analysis of twodimensional, linear, secondorder, boundary value problems with the domain completely described by a circular defining curve. The scaled boundary finite element formulation is established in a general framework allowing singlefield and multifield problems, bounded and unbounded bodies, distributed body source, and general boundary conditions to be treated in a unified fashion.
11p elandorr 05122019 7 0 Download

This paper aims to assess the performance of China’s banks by their geographical distribution of loans and deposits, with the application of Generalized Estimating Equation (GEE) method’s multiple linear regression. We chose one of the four largest banks, Agriculture Bank of China, with data from 1990 to 2008 as the sample bank. We identified that branches’ performances in the Yangtze River Delta ranked first and were followed by the Pearl River Delta.
15p 035522894 13042020 13 0 Download

Highthroughput sequencing experiments, which can determine allele origins, have been used to assess genomewide allelespecific expression. Despite the amount of data generated from highthroughput experiments, statistical methods are often too simplistic to understand the complexity of gene expression.
13p vicolorado2711 23102020 4 0 Download

An Interiorpoint algorithm with a linesearch globalization is proposed for solving the general nonlinear programming problem. At each iteration, the search direction is obtained as a resultant of two orthogonal vectors. They are obtained by solving two square linear systems. An uppertriangular linear system is solved to obtain the Lagrange multiplier vector. The three systems that must be solved each iteration are reduced systems obtained using the projected Hessian technique. This fits well for largescale problems.
16p nguaconbaynhay11 07042021 3 0 Download

Over the past three decades, information in the aerospace and mechanical engineering fields in general and turbomachinery in particular has grown at an exponential rate. Fluid Dynamics and Heat Transfer of Turbomachinery is the first book, in one complete volume, to bring together the modern approaches and advances in the field, providing the most uptodate, unified treatment available on basic principles, physical aspects of the aerothermal field, analysis, performance, theory, and computation of turbomachinery flow and heat transfer....
838p trua_nang 22042013 57 18 Download

One approach for estimation of independent component analysis (ICA) consists of using higherorder cumulant tensor. Tensors can be considered as generalization of matrices, or linear operators. Cumulant tensors are then generalizations of the covariance matrix. The covariance matrix is the secondorder cumulant tensor, and the fourth order tensor is deﬁned by the fourthorder cumulants cum(xi xj xk xl ).
9p duongph05 09062010 98 11 Download

A system of linear equations is called sparse if only a relatively small number of its matrix elements aij are nonzero. It is wasteful to use general methods of linear algebra on such problems, because most of the O(N 3 ) arithmetic operations devoted to solving the set of equations or inverting the matrix involve zero operands. Furthermore, you might wish to work problems so large as to tax your available memory space, and it is wasteful to reserve storage for unfruitful zero elements.
20p babyuni 17082010 69 8 Download