Re: [R] Coefficients from LM

From: Charles Annis, P.E. <Charles.Annis_at_statisticalengineering.com>
Date: Fri 16 Sep 2005 - 07:36:12 EST


Tsk, tsk. You don't seem to be looking very hard.

Here's an example with a glm; lm() works the same way but has fewer internal objects.

mod3 <- glm(tree ~ altitude, family = binomial)

You can use names() to find out what's inside:

> names(mod3)

 [1] "coefficients"      "residuals"         "fitted.values"     "effects"
"R"                
 [6] "rank"              "qr"                "family"
"linear.predictors" "deviance"         
[11] "aic"               "null.deviance"     "iter"              "weights"
"prior.weights"    
[16] "df.residual"       "df.null"           "y"                 "converged"
"boundary"         
[21] "model"             "call"              "formula"           "terms"
"data"             
[26] "offset"            "control"           "method"            "contrasts"
"xlevels"          

There are lots of ways to retrieve the parameter estimates:

> coefficients(mod3)

(Intercept) altitude
13.43360163 -0.01220884  

> mod3$coeff

(Intercept) altitude
13.43360163 -0.01220884  

> mod3$coef[2]

   altitude
-0.01220884

> as.numeric(mod3$coef[2])

[1] -0.01220884
>

Charles Annis, P.E.

Charles.Annis@StatisticalEngineering.com phone: 561-352-9699
eFax: 614-455-3265
http://www.StatisticalEngineering.com  

-----Original Message-----
From: r-help-bounces@stat.math.ethz.ch
[mailto:r-help-bounces@stat.math.ethz.ch] On Behalf Of Pablo Gonzalez Sent: Thursday, September 15, 2005 4:09 PM To: r-help@stat.math.ethz.ch
Subject: [R] Coefficients from LM

Hi everyone,

Can anyone tell me if its possibility to extract the coefficients from the lm() command?
For instance, imagine that we have the following data set (the number of observations for each company is actually larger than the one showed...):

Company	Y	X1	X2
1		y_1	x1_1	x2_1
1		y_2	x1_2	x2_2
1		y_3	x1_3	x2_3
(...)
2		y_4	x1_4	x2_4
2		y_5	x1_5	x2_5	
2		y_6	x1_6	x2_6
(...)
n		y_n	x1_n	x2_n
n		y_n1	x1_n1	x2_n1
n		y_n2	x1_n2	x2_n2

(...)

I need to run a regression of Y=b0+b1*X1+b2*X2 for EACH company in the dataset and then retrieve the coefficients for each regression obtained (and t-stats and R^2) for each company and put it in another dataset/table. The procedure can be done easily done with a loop statement, but i need to retrieve each individual coefficient, t-stat, R^2, etc... I know that, using the $coefficients command will return the vector of coeffcients but I'm having trouble to assignt it to the correct row in the final dataset. Furthermore, I can't find any way of retrieving the R^2 and t-stats...

Thanks for any help,

Pablo.



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R-help@stat.math.ethz.ch mailing list
https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide! http://www.R-project.org/posting-guide.html Received on Wed Sep 21 02:18:00 2005

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