[R] plotting residuals/error message
Bert Gunter
gunter.berton at gene.com
Sun Mar 16 06:05:52 CET 2014
Did you not notice:
"Residual standard error: 22.85 on 5876 degrees of freedom
(36 observations deleted due to missingness)
??
(No residuals for missings...)
-- Bert
Bert Gunter
Genentech Nonclinical Biostatistics
(650) 467-7374
"Data is not information. Information is not knowledge. And knowledge
is certainly not wisdom."
H. Gilbert Welch
On Sat, Mar 15, 2014 at 10:42 AM, Gainous,Jason
<jason.gainous at louisville.edu> wrote:
> I am trying to plot the residuals from a linear model and I get the following error message: Error in xy.coords(x, y, xlabel, ylabel, log) : 'x' and 'y' lengths differ. The outcome is a continuous variable and the explanatory variable is ordinal. My immediate suspicion was that it had something to do with missing values. Each variable has missing values coded as NA. I can't figure it out. Please help. Thanks.
>
>> obama.mod = lm(ft_dpc_r~pid_x)
>> summary(obama.mod)
>
> Call:
> lm(formula = ft_dpc_r ~ pid_x)
>
> Residuals:
> Min 1Q Median 3Q Max
> -89.271 -14.783 0.729 10.729 84.193
>
> Coefficients:
> Estimate Std. Error t value Pr(>|t|)
> (Intercept) 101.5155 0.5797 175.12 <2e-16 ***
> pid_x -12.2441 0.1411 -86.76 <2e-16 ***
> ---
> Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
>
> Residual standard error: 22.85 on 5876 degrees of freedom
> (36 observations deleted due to missingness)
> Multiple R-squared: 0.5616, Adjusted R-squared: 0.5615
> F-statistic: 7528 on 1 and 5876 DF, p-value: < 2.2e-16
>
>> plot(pid_x, resid(obama.mod), ylab = "Model Residuals")
> Error in xy.coords(x, y, xlabel, ylabel, log) :
> 'x' and 'y' lengths differ
>
>
> Jason Gainous, Ph.D.
> Associate Professor
> Department of Political Science
> University of Louisville
> 203 Ford Hall
> Louisville, KY 40292
> (502) 852-1660
> Homepage: https://louisville.academia.edu/JasonGainous
>
>
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>
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