矩阵之间的垂直空间

矩阵之间的垂直空间

我正在写一些计量经济学的讲义,我想听听您的建议,如何在两个矩阵之间插入一些垂直空间,以便更容易理解结果。

以下是一个最简单的例子:

\documentclass[10pt,a4paper]{article}
\usepackage[latin1]{inputenc}
\usepackage{amsmath}
\usepackage{amsfonts}
\usepackage{amssymb}

\begin{document}

\begin{align*}
Var(u) &= E(uu') = \\
&= E
\begin{bmatrix}
u_1 u_1' & u_1 u_2' & \cdots & u_1 u_M' \\
u_2 u_1' & u_2 u_2' & \cdots & u_2 u_M' \\
\vdots & & \ddots & \vdots \\
u_M u_1' & u_M u_2' & \cdots & u_M u_M '
\end{bmatrix}
=
\begin{bmatrix}
\sigma_{11} I & \sigma_{12} I  & \cdots & \sigma_{1M} I \\
\sigma_{12} I & \sigma_{22} I  & \cdots & \sigma_{2M} I \\
\vdots &  & \ddots & \vdots\\
\sigma_{1n} I & \sigma_{2M} I & \cdots & \sigma_{MM} I
\end{bmatrix} \\
&= 
\begin{pmatrix}
\sigma_{11} & \sigma_{12} & \cdots & \sigma_{1M} \\
\sigma_{12} & \sigma_{22} & \cdots & \sigma_{2M} \\
\vdots &  & \ddots & \vdots \\
\sigma_{1M} & \sigma_{2M} & \cdots & \sigma_{MM}
\end{pmatrix} \otimes I_T
\end{align*}

\end{document}

答案1

为了说明@JohnKormylo 的评论,您需要将其放在已有的 \\ 位置。更改您的 MWE(间隙为 10pt):

\documentclass[10pt,a4paper]{article}
\usepackage[latin1]{inputenc}
\usepackage{amsmath}
\usepackage{amsfonts}
\usepackage{amssymb}

\begin{document}

\begin{align*}
Var(u) &= E(uu') = \\
&= E
\begin{bmatrix}
u_1 u_1' & u_1 u_2' & \cdots & u_1 u_M' \\
u_2 u_1' & u_2 u_2' & \cdots & u_2 u_M' \\
\vdots & & \ddots & \vdots \\
u_M u_1' & u_M u_2' & \cdots & u_M u_M '
\end{bmatrix}
=
\begin{bmatrix}
\sigma_{11} I & \sigma_{12} I  & \cdots & \sigma_{1M} I \\
\sigma_{12} I & \sigma_{22} I  & \cdots & \sigma_{2M} I \\
\vdots &  & \ddots & \vdots\\
\sigma_{1n} I & \sigma_{2M} I & \cdots & \sigma_{MM} I
\end{bmatrix} \\[10pt]  %%%%%%%%%%%%%%%%% Change this for different spacing
&= 
\begin{pmatrix}
\sigma_{11} & \sigma_{12} & \cdots & \sigma_{1M} \\
\sigma_{12} & \sigma_{22} & \cdots & \sigma_{2M} \\
\vdots &  & \ddots & \vdots \\
\sigma_{1M} & \sigma_{2M} & \cdots & \sigma_{MM}
\end{pmatrix}_{\otimes I_T}
\end{align*}

\end{document}\documentclass[]{article}

\begin{document}

\title{Title}
\author{Author}
\date{Today}
\maketitle

Content

\end{document}

空间方程

答案2

\\您可以通过将后面的内容改为\end{bmatrix}来添加空格\\[1em],其中1em的长度可以是任意的。在您的示例中:

\documentclass[10pt,a4paper]{article}
\usepackage[latin1]{inputenc}
\usepackage{amsmath}
\usepackage{amsfonts}
\usepackage{amssymb}

\begin{document}

\begin{align*}
Var(u) &= E(uu') = \\[1em]
&= E
\begin{bmatrix}
u_1 u_1' & u_1 u_2' & \cdots & u_1 u_M' \\
u_2 u_1' & u_2 u_2' & \cdots & u_2 u_M' \\
\vdots & & \ddots & \vdots \\
u_M u_1' & u_M u_2' & \cdots & u_M u_M '
\end{bmatrix}
=
\begin{bmatrix}
\sigma_{11} I & \sigma_{12} I  & \cdots & \sigma_{1M} I \\
\sigma_{12} I & \sigma_{22} I  & \cdots & \sigma_{2M} I \\
\vdots &  & \ddots & \vdots\\
\sigma_{1n} I & \sigma_{2M} I & \cdots & \sigma_{MM} I
\end{bmatrix} \\[1em]
&= 
\begin{pmatrix}
\sigma_{11} & \sigma_{12} & \cdots & \sigma_{1M} \\
\sigma_{12} & \sigma_{22} & \cdots & \sigma_{2M} \\
\vdots &  & \ddots & \vdots \\
\sigma_{1M} & \sigma_{2M} & \cdots & \sigma_{MM}
\end{pmatrix}_{\otimes I_T}
\end{align*}

\end{document}

答案3

以下是我的做法:

\documentclass{article}

\usepackage{mathtools}
\DeclareMathOperator*{\Var}{Var}


\begin{document}

\begin{align*}
\Var(u)
&= E(uu') \\[1ex]
&= E {\mkern -4mu}
\begin{bmatrix}
  u_{1}u_{1}' & u_{1}u_{2}' & \cdots & u_{1}u_{M}' \\
  u_{2}u_{1}' & u_{2}u_{2}' & \cdots & u_{2}u_{M}' \\
  \vdots      &             & \ddots & \vdots      \\
  u_{M}u_{1}' & u_{M}u_{2}' & \cdots & u_{M}u_{M}'
\end{bmatrix} \\[1ex]
&= {\mkern -6mu}
\begin{bmatrix}
  \sigma_{11}I & \sigma_{12}I & \cdots & \sigma_{1M}I \\
  \sigma_{12}I & \sigma_{22}I & \cdots & \sigma_{2M}I \\
  \vdots       &              & \ddots & \vdots       \\
  \sigma_{1M}I & \sigma_{2M}I & \cdots & \sigma_{MM}I
\end{bmatrix} \\[1ex]
&= {\mkern -6mu}
\begin{pmatrix}
  \sigma_{11} & \sigma_{12} & \cdots & \sigma_{1M} \\
  \sigma_{12} & \sigma_{22} & \cdots & \sigma_{2M} \\
  \vdots      &             & \ddots & \vdots      \\
  \sigma_{1M} & \sigma_{2M} & \cdots & \sigma_{MM}
\end{pmatrix}_{\mkern -4mu \otimes I_{T}}
\end{align*}

\end{document}

输出

请注意使用 的水平间距改进\mkern

PS 我认为在这种情况下两个矩阵在同一行上看起来不太好。

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