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• Statistical Inference 统计推断
• Statistical Computing 统计计算
• (Generalized) Linear Models 广义线性模型
• Statistical Machine Learning 统计机器学习
• Longitudinal Data Analysis 纵向数据分析
• Foundations of Data Science 数据科学基础

## 数学代写|信息论作业代写information theory代考|Some Essential Definitions

The following definitions will be useful to the development of the needed mathematical structure of time-dependent process and processes.
Definition 3.1.1 Semigroup
A semigroup is a set $\mathbb{B}$ together with a function, +, that maps $\mathbb{B}^{2}$ into $\mathbb{B}$ (i.e., + : $\mathbb{B} \otimes \mathbb{B} \rightarrow \mathbb{B})$ such that $b_{0}+\left(b_{1}+b_{2}\right)=\left(b_{0}+b_{1}\right)+b_{2}, \forall b_{0}, b_{1}, b_{2} \in \mathbb{B}$.
Definition 3.1.2 Monoid
A semigroup $\mathbb{B}$ is said to be a monoid if there is an element $0 \in \mathbb{B}$ such that $b+0=b=0+b, \forall b \in \mathbb{B} .0$ is an identity and is unique under $+$.
Definition 3.1.3 Division Relation
A proper (improper) left division over a monoid, $\mathbb{B}$, is the relation, $<(\leq)$, defined on $\mathbb{B}$ such that $b_{0}<b_{1}$ if $\exists b_{2}$ such that $b_{2} \neq 0$ and $b_{1}=b_{0}+b_{2}, \forall b_{0}, b_{1}, b_{2} \in \mathbb{B}$.
We shall now connect the monoid to the structure of time set, where the time set is shown to be a monoid and every element in the time set will be a time point. An important idea that may be kept in mind is that there is a pure time and a pure-time set, a transformation-decision time and transformation-decision time set, a cost time and a cost-time set, and a benefit time and a benefit-time set in the study of qualitative-quantitative dynamics of varieties and categorial varieties. Let us turn an attention to the construction of a pure time set relevant to the theoretical structure of info-dynamics as generated by transformation decisions without comparative cost-benefit considerations. The concepts of cost time, benefit time and cost-benefit time are more relevant with epistemological activities. They allow the time-preference order to be individually and collectively established by cognitive agents over the social transformation process, especially the preferred time for transformation actions including war and peace (For detailed discussions of these concepts and utilization see [R5.13], [R5.14], [R17.15], [R17.16].

## 数学代写|信息论作业代写information theory代考|Constructions of Transformation-Decision Time

The dynamics of information production may be viewed in two interdependent sets of transformation-decision actions. One set of the transformation-decision actions is natural and the other set of the transformation-decision actions is social. The behavior of both sets of transformation decisions are explained under the theory of Philosophical Consciencism which is subdivided into natural Philosophical Consciencism and social Philosophical Consciencism which are internal to the socio-natural elements. The theory of Philosophical Consciencism studies the sufficient conditions for the flow of information through internal qualitative and quantitative transformations. The natural Philosophical Consciencism is a social-intentionality free within the relevant transformation-decision time period while the social Philosophical Consciencism is social intentionality dependent within transformation-decision time period in the sense of the system under command and control towards a set of goals and objectives. Every variety $v_{i} \in \mathbb{V}, i \in \mathbb{I}^{\infty}$ is associated with information set $\mathbb{Z}{i}, i \in \mathbb{I}^{\infty}$ to establish its categorial identity. It takes time for a variety to be transformed from say $v{i} \in \mathbb{V}, i \in \mathbb{I}^{\infty}$ to $\mathfrak{w}{i} \in \mathbb{V}, i \in \mathbb{I}^{\infty}$. Such a time period will be called transformation-decision time $\mathbb{T}{\mathfrak{D}}$ (it is the time period for which the categorial transversality conditions are satisfied).

Let us consider an individual object which may be a primary variety of the form $v_{i} \in \mathbb{V}, i \in \mathbb{I}^{\infty}$ or a derived variety of the form $\mathfrak{w}_{i} \in \mathbb{V}, i \in \mathbb{I}^{\infty}$. Let us keep in mind that every derived categorial variety also serves as an intermediate primary categorial variety for a subsequently derived categorial variety. This point will become clear in the discussions of the subsequent chapters.

# 信息论代写

## 数学代写|信息论作业代写information theory代考|Some Essential Definitions

A 半群堌如果存在元素，则称其为么半群 $0 \in \mathbb{B}$ 这样 $b+0=b=0+b, \forall b \in \mathbb{B} .0$ 是一个身份并且是唯一的 $+$.

## 有限元方法代写

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## MATLAB代写

MATLAB 是一种用于技术计算的高性能语言。它将计算、可视化和编程集成在一个易于使用的环境中，其中问题和解决方案以熟悉的数学符号表示。典型用途包括：数学和计算算法开发建模、仿真和原型制作数据分析、探索和可视化科学和工程图形应用程序开发，包括图形用户界面构建MATLAB 是一个交互式系统，其基本数据元素是一个不需要维度的数组。这使您可以解决许多技术计算问题，尤其是那些具有矩阵和向量公式的问题，而只需用 C 或 Fortran 等标量非交互式语言编写程序所需的时间的一小部分。MATLAB 名称代表矩阵实验室。MATLAB 最初的编写目的是提供对由 LINPACK 和 EISPACK 项目开发的矩阵软件的轻松访问，这两个项目共同代表了矩阵计算软件的最新技术。MATLAB 经过多年的发展，得到了许多用户的投入。在大学环境中，它是数学、工程和科学入门和高级课程的标准教学工具。在工业领域，MATLAB 是高效研究、开发和分析的首选工具。MATLAB 具有一系列称为工具箱的特定于应用程序的解决方案。对于大多数 MATLAB 用户来说非常重要，工具箱允许您学习应用专业技术。工具箱是 MATLAB 函数（M 文件）的综合集合，可扩展 MATLAB 环境以解决特定类别的问题。可用工具箱的领域包括信号处理、控制系统、神经网络、模糊逻辑、小波、仿真等。

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