有没有一种方法可以直接从excel表准备数据以在R中执行统计测试?

如何解决有没有一种方法可以直接从excel表准备数据以在R中执行统计测试?

首先,很抱歉,如果这是一个愚蠢的问题。我是R的新手。请多多包涵,并向我介绍可以更好地学习的指导。

我从.csv文件导入了以下数据

> View(teste01)
> teste01 <- as.matrix(teste01)
> class(teste01)
[1] "matrix" "array" 
> teste01
      X1                                TOTAL SURVIVOR FATAL
 [1,] "<40 years"                       " 7"  " 6"     " 1" 
 [2,] "40-60 years"                     "28"  "17"     "11" 
 [3,] "≥60 years"                       "39"  "13"     "25" 
 [4,] "Female"                          "38"  "17"     "19" 
 [5,] "Male"                            "36"  "19"     "16" 
 [6,] "Previous hospitalisation"        "40"  "21"     "19" 
 [7,] "Hypertension"                    "41"  "17"     "24" 
 [8,] "Diabetes"                        "29"  "12"     "17" 
 [9,] "Obesity"                         "19"  "10"     " 9"

我正在寻找一种对其进行卡方检验的方法,但是通过使用chisq.test(teste01),我得到以下输出: 错误:在chisq.test中所有'x'项都必须是非负且有限的

通过阅读类似的问题,我开始认为您基本上必须从R上的零创建一个矩阵。对吗?如果不是,是否可以直接使用.csv和/或.xlsx文件中的数据?在我的示例中,情况如何?

数据

> dput(teste01)
structure(c("<40 years","40-60 years","≥60 years","Female","Male","Previous hospitalisation","Hypertension","Diabetes","Obesity","Past smoking history","Respiratory diseases","Cardiovascular disease","Gastrointestinal diseases","Central Nervous System diseases","Liver diseases","Past surgery history","Chronic heart disease","Cancer","Fatigue","Fever","Dyspnoea","Cough","Coryza","Myalgia","Chest pain","Pharyngalgia","Diarrhoea","Nausea and Vomit","Previously hospitalisation","Diagnosed sepsis by ICU team"," 7","28","39","38","36","40","41","29","19"," 9"," 5","11","10","14","50","32"," 6","17","13","21","12"," 3"," 4"," 2","15","23","18"," 1","25","16","24"," 8","27","10"),.Dim = c(30L,4L),.Dimnames = list(NULL,c("X1","TOTAL","SURVIVOR","FATAL")))

解决方法

x应该是数字矢量或matrix。在这里,它是一个matrix,但它是一个character矩阵,因为第一列是character。我们可以使用第一列中的行名称属性使矩阵成为数字。现在,chisq.test应该可以工作

teste02 <- teste01[,-1]
teste02[] <- as.numeric(teste02)
class(teste02) <- 'numeric'
row.names(teste02) <- teste01[,1]
chisq.test(teste02)
#Pearson's Chi-squared test

#data:  teste02
#X-squared = 23.115,df = 58,p-value = 1

版权声明:本文内容由互联网用户自发贡献,该文观点与技术仅代表作者本人。本站仅提供信息存储空间服务,不拥有所有权,不承担相关法律责任。如发现本站有涉嫌侵权/违法违规的内容, 请发送邮件至 dio@foxmail.com 举报,一经查实,本站将立刻删除。

相关推荐


使用本地python环境可以成功执行 import pandas as pd import matplotlib.pyplot as plt # 设置字体 plt.rcParams[&#39;font.sans-serif&#39;] = [&#39;SimHei&#39;] # 能正确显示负号 p
错误1:Request method ‘DELETE‘ not supported 错误还原:controller层有一个接口,访问该接口时报错:Request method ‘DELETE‘ not supported 错误原因:没有接收到前端传入的参数,修改为如下 参考 错误2:cannot r
错误1:启动docker镜像时报错:Error response from daemon: driver failed programming external connectivity on endpoint quirky_allen 解决方法:重启docker -&gt; systemctl r
错误1:private field ‘xxx‘ is never assigned 按Altʾnter快捷键,选择第2项 参考:https://blog.csdn.net/shi_hong_fei_hei/article/details/88814070 错误2:启动时报错,不能找到主启动类 #
报错如下,通过源不能下载,最后警告pip需升级版本 Requirement already satisfied: pip in c:\users\ychen\appdata\local\programs\python\python310\lib\site-packages (22.0.4) Coll
错误1:maven打包报错 错误还原:使用maven打包项目时报错如下 [ERROR] Failed to execute goal org.apache.maven.plugins:maven-resources-plugin:3.2.0:resources (default-resources)
错误1:服务调用时报错 服务消费者模块assess通过openFeign调用服务提供者模块hires 如下为服务提供者模块hires的控制层接口 @RestController @RequestMapping(&quot;/hires&quot;) public class FeignControl
错误1:运行项目后报如下错误 解决方案 报错2:Failed to execute goal org.apache.maven.plugins:maven-compiler-plugin:3.8.1:compile (default-compile) on project sb 解决方案:在pom.
参考 错误原因 过滤器或拦截器在生效时,redisTemplate还没有注入 解决方案:在注入容器时就生效 @Component //项目运行时就注入Spring容器 public class RedisBean { @Resource private RedisTemplate&lt;String
使用vite构建项目报错 C:\Users\ychen\work&gt;npm init @vitejs/app @vitejs/create-app is deprecated, use npm init vite instead C:\Users\ychen\AppData\Local\npm-
参考1 参考2 解决方案 # 点击安装源 协议选择 http:// 路径填写 mirrors.aliyun.com/centos/8.3.2011/BaseOS/x86_64/os URL类型 软件库URL 其他路径 # 版本 7 mirrors.aliyun.com/centos/7/os/x86
报错1 [root@slave1 data_mocker]# kafka-console-consumer.sh --bootstrap-server slave1:9092 --topic topic_db [2023-12-19 18:31:12,770] WARN [Consumer clie
错误1 # 重写数据 hive (edu)&gt; insert overwrite table dwd_trade_cart_add_inc &gt; select data.id, &gt; data.user_id, &gt; data.course_id, &gt; date_format(
错误1 hive (edu)&gt; insert into huanhuan values(1,&#39;haoge&#39;); Query ID = root_20240110071417_fe1517ad-3607-41f4-bdcf-d00b98ac443e Total jobs = 1
报错1:执行到如下就不执行了,没有显示Successfully registered new MBean. [root@slave1 bin]# /usr/local/software/flume-1.9.0/bin/flume-ng agent -n a1 -c /usr/local/softwa
虚拟及没有启动任何服务器查看jps会显示jps,如果没有显示任何东西 [root@slave2 ~]# jps 9647 Jps 解决方案 # 进入/tmp查看 [root@slave1 dfs]# cd /tmp [root@slave1 tmp]# ll 总用量 48 drwxr-xr-x. 2
报错1 hive&gt; show databases; OK Failed with exception java.io.IOException:java.lang.RuntimeException: Error in configuring object Time taken: 0.474 se
报错1 [root@localhost ~]# vim -bash: vim: 未找到命令 安装vim yum -y install vim* # 查看是否安装成功 [root@hadoop01 hadoop]# rpm -qa |grep vim vim-X11-7.4.629-8.el7_9.x
修改hadoop配置 vi /usr/local/software/hadoop-2.9.2/etc/hadoop/yarn-site.xml # 添加如下 &lt;configuration&gt; &lt;property&gt; &lt;name&gt;yarn.nodemanager.res