Message-ID: <TY2PR06MB310294C5531DFB29737640AFC28E0@TY2PR06MB3102.apcprd06.prod.outlook.com>
Date: 2019-01-04T04:19:47Z
From: 王 嘉炜
Subject: Error in names(x) <- value: 'names' attribute must be the same length as the vector in gam function
Dear R users,
I am using the *mgcv package* to model the ozone pollution concentration according to some environmental covariates. The model takes the form :
model1 <-gam(O3~s(X,Y,bs="tp",k=10)+wd+s(date,bs="cc",k=100)+district,data=mydata,family= gaussian(link ="log" ),na.action="na.omit", method="REML")
And here is the strcture of covariates
> str(mydata)
'data.frame': 7100 obs. of 286 variables:
$ date : Date, format: "2016-01-01" "2016-01-01" "2016-01-01" ...
$ O3 : num 0.0141 0.0149 0.0102 0.0159 0.0186 ...
$ district : Factor w/ 10 levels "bc","bh","dl",..: 1 8 7 8 2 6 4 4 10 2 ...
$ wd : Factor w/ 16 levels "E","ENE","ESE",..: 13 13 13 13 13 2 9 9 11 13 ...
$ X : num 0.389 0.365 1 0.44 0.892 ...
$ Y : num 0.311 0.204 0.426 0.223 0.162 ...
I am stuck on an error in R: 'names' attribute [1] must be the same length as the vector [0].
I try to find where the problem is by delete the term of "s(date,bs="cc",k=100)" from the fomular and it could work well. It seems like there is something wrong with date field.
I'm not exactly sure how to fix this problem. Any advice would be greatly
appreciated!
Jiawei Wang
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