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[英]What is the meaning of the "Residual standard error" in summary() for lm() regression in R?
[英]R lm summary error
我的summary()函数以某种方式停止了lm回归输出的工作。 为了演示我得到的问题和错误消息,我从“?lm”运行了示例回归:
ctl <- c(4.17,5.58,5.18,6.11,4.50,4.61,5.17,4.53,5.33,5.14)
trt <- c(4.81,4.17,4.41,3.59,5.87,3.83,6.03,4.89,4.32,4.69)
group <- gl(2, 10, 20, labels = c("Ctl","Trt"))
weight <- c(ctl, trt)
lm.D9 <- lm(weight ~ group)
lm.D90 <- lm(weight ~ group - 1) # omitting intercept
anova(lm.D9)
Analysis of Variance Table
Response: weight
Df Sum Sq Mean Sq F value Pr(>F)
group 1 0.6882 0.68820 1.4191 0.249
Residuals 18 8.7292 0.48496
summary(lm.D90)
Error in summary.lm(lm.D90) :
length of 'dimnames' [1] not equal to array extent
In addition: Warning message:
In cbind(est, se, tval, 2 * pt(abs(tval), rdf, lower.tail = FALSE)) :
number of rows of result is not a multiple of vector length (arg 1)
opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
plot(lm.D9, las = 1) # Residuals, Fitted, ...
par(opar)
对于过去我获得摘要输出的其他lm命令,该错误消息也会出现,但是从一秒钟到另一个R仅现在给我上面的错误消息。
即使我重新启动R studio或计算机,也会出现错误消息。 有人建议为什么会这样吗? 非常感谢您的帮助。
它确实在我的机器上运行,如下所示:
ctl <- c(4.17,5.58,5.18,6.11,4.50,4.61,5.17,4.53,5.33,5.14)
trt <- c(4.81,4.17,4.41,3.59,5.87,3.83,6.03,4.89,4.32,4.69)
group <- gl(2, 10, 20, labels = c("Ctl","Trt"))
weight <- c(ctl, trt)
lm.D9 <- lm(weight ~ group)
lm.D90 <- lm(weight ~ group - 1) # omitting intercept
anova(lm.D9)
Analysis of Variance Table
Response: weight
Df Sum Sq Mean Sq F value Pr(>F) group 1 0.6882 0.68820 1.4191 0.249 Residuals 18 8.7292 0.48496
summary(lm.D90)
Call: lm(formula = weight ~ group - 1)
Residuals:
Min 1Q Median 3Q Max
-1.0710 -0.4938 0.0685 0.2462 1.3690
Coefficients:
Estimate Std. Error t value Pr(>|t|) groupCtl 5.0320 0.2202 22.85 9.55e-15 *** groupTrt 4.6610 0.2202 21.16 3.62e-14 ***
--- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 0.6964 on 18 degrees of freedom Multiple R-squared: 0.9818, Adjusted R-squared: 0.9798 F-statistic: 485.1 on 2 and 18 DF, p-value: < 2.2e-16
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