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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## 相关分析\n",
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"**相关分析**\n",
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"<ul>\n",
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" <li>衡量事物之间或称变量之间线性相关程度的强弱,并用适当的统计指标表示出来的过程。\n",
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" <li>比如,家庭收入和支出、一个人所受教育程度与其收入、子女身高和父母身高等"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"**相关系数**\n",
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"<ul>\n",
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" <li>衡量变量之间相关程度的一个量值。\n",
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" <li>相关系数r的数值范围是在-1到+1之间。\n",
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" <li>相关系数r的正负号表示变化方向。\"+\"号表示变化方向一致,即正相关:“-”号表示变化方向相反,即负相关。\n",
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" <li>r的绝对值表示变量之间的密切程度(即强度)。绝对值越接近1,表示两个变量之间关系越密切;越接近0,表示两个变量之间关系越不密切。\n",
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" <li>相关系数的值,仅仅是一个比值。它不是由相等单位度量而来(即不等距),也不是百分比,因此,不能直接作加、减、乘、除运算。\n",
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" <li>相关系数只能描述两个变量之间的变化方向及密切程度,并不能揭示两者之间的内在本质联系,即存在相关的两个变量,不一定存在因果关系。\n",
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"</ul>\n",
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"<img src=\"assets/20201119224526.png\" width=\"50%\">"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"左上图是线性相关最低的,右上图是线性相关很明显的;\n",
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"左下图是线性相关一般的,右下图有一定的相关但不是线性相关;"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.7.3"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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